---
_id: '40804'
abstract:
- lang: eng
  text: This paper advocates that the convergent systems property and incremental
    stability are two intimately related though different properties. Sufficient conditions
    for the convergent systems property usually rely upon first showing that a system
    is incrementally stable, as e.g. in the celebrated Demidovich condition. However,
    in the current paper it is shown that incremental stability itself does not imply
    the convergence property, or vice versa. Moreover, characterizations of both properties
    in terms of Lyapunov functions are given. Based on these characterizations, it
    is established that the convergence property implies incremental stability for
    systems evolving oncompact sets, and also when a suitable uniformity condition
    is satisfied.
author:
- first_name: Björn S.
  full_name: Rüffer, Björn S.
  last_name: Rüffer
- first_name: Nathan
  full_name: van de Wouw, Nathan
  last_name: van de Wouw
- first_name: Markus
  full_name: Mueller, Markus
  last_name: Mueller
citation:
  ama: 'Rüffer BS, van de Wouw N, Mueller M. From convergent dynamics to incremental
    stability. In: <i>Proc. 51st IEEE Conf. Decis. Control</i>. ; 2012:2958–2963.'
  apa: Rüffer, B. S., van de Wouw, N., &#38; Mueller, M. (2012). From convergent dynamics
    to incremental stability. <i>Proc. 51st IEEE Conf. Decis. Control</i>, 2958–2963.
  bibtex: '@inproceedings{Rüffer_van de Wouw_Mueller_2012, place={Maui, Hawaii, USA},
    title={From convergent dynamics to incremental stability}, booktitle={Proc. 51st
    IEEE Conf. Decis. Control}, author={Rüffer, Björn S. and van de Wouw, Nathan and
    Mueller, Markus}, year={2012}, pages={2958–2963} }'
  chicago: Rüffer, Björn S., Nathan van de Wouw, and Markus Mueller. “From Convergent
    Dynamics to Incremental Stability.” In <i>Proc. 51st IEEE Conf. Decis. Control</i>,
    2958–2963. Maui, Hawaii, USA, 2012.
  ieee: B. S. Rüffer, N. van de Wouw, and M. Mueller, “From convergent dynamics to
    incremental stability,” in <i>Proc. 51st IEEE Conf. Decis. Control</i>, 2012,
    pp. 2958–2963.
  mla: Rüffer, Björn S., et al. “From Convergent Dynamics to Incremental Stability.”
    <i>Proc. 51st IEEE Conf. Decis. Control</i>, 2012, pp. 2958–2963.
  short: 'B.S. Rüffer, N. van de Wouw, M. Mueller, in: Proc. 51st IEEE Conf. Decis.
    Control, Maui, Hawaii, USA, 2012, pp. 2958–2963.'
date_created: 2023-01-30T11:51:55Z
date_updated: 2023-01-30T11:58:31Z
department:
- _id: '263'
page: 2958–2963
place: Maui, Hawaii, USA
publication: Proc. 51st IEEE Conf. Decis. Control
status: public
title: From convergent dynamics to incremental stability
type: conference
user_id: '43497'
year: '2012'
...
---
_id: '40808'
abstract:
- lang: eng
  text: The monogenic signal allows us to decompose a two-dimensional real signal
    into a local amplitude, a local orientation, and a local phase. In this paper,
    we introduce the random monogenic signal and study its second-order statistical
    properties. The monogenic signal may be represented as a quaternion-valued signal.
    We show that for homogeneous random fields, we need exactly two quaternion-valued
    covariance functions for a complete second-order description. We also introduce
    a stochastic model for unidirectional signals and a measure of unidirectionality.
author:
- first_name: S. C.
  full_name: Olhede, S. C.
  last_name: Olhede
- first_name: D.
  full_name: Ramírez, D.
  last_name: Ramírez
- first_name: P. J.
  full_name: Schreier, P. J.
  last_name: Schreier
citation:
  ama: 'Olhede SC, Ramírez D, Schreier PJ. The Random Monogenic Signal. In: <i>Proc.\
    IEEE Int.\ Conf.\ Image Process.</i> ; 2012. doi:<a href="https://doi.org/10.1109/ICIP.2012.6467404">10.1109/ICIP.2012.6467404</a>'
  apa: Olhede, S. C., Ramírez, D., &#38; Schreier, P. J. (2012). The Random Monogenic
    Signal. <i>Proc.\ IEEE Int.\ Conf.\ Image Process.</i> <a href="https://doi.org/10.1109/ICIP.2012.6467404">https://doi.org/10.1109/ICIP.2012.6467404</a>
  bibtex: '@inproceedings{Olhede_Ramírez_Schreier_2012, place={Orlando, Florida, USA},
    title={The Random Monogenic Signal}, DOI={<a href="https://doi.org/10.1109/ICIP.2012.6467404">10.1109/ICIP.2012.6467404</a>},
    booktitle={Proc.\ IEEE Int.\ Conf.\ Image Process.}, author={Olhede, S. C. and
    Ramírez, D. and Schreier, P. J.}, year={2012} }'
  chicago: Olhede, S. C., D. Ramírez, and P. J. Schreier. “The Random Monogenic Signal.”
    In <i>Proc.\ IEEE Int.\ Conf.\ Image Process.</i> Orlando, Florida, USA, 2012.
    <a href="https://doi.org/10.1109/ICIP.2012.6467404">https://doi.org/10.1109/ICIP.2012.6467404</a>.
  ieee: 'S. C. Olhede, D. Ramírez, and P. J. Schreier, “The Random Monogenic Signal,”
    2012, doi: <a href="https://doi.org/10.1109/ICIP.2012.6467404">10.1109/ICIP.2012.6467404</a>.'
  mla: Olhede, S. C., et al. “The Random Monogenic Signal.” <i>Proc.\ IEEE Int.\ Conf.\
    Image Process.</i>, 2012, doi:<a href="https://doi.org/10.1109/ICIP.2012.6467404">10.1109/ICIP.2012.6467404</a>.
  short: 'S.C. Olhede, D. Ramírez, P.J. Schreier, in: Proc.\ IEEE Int.\ Conf.\ Image
    Process., Orlando, Florida, USA, 2012.'
date_created: 2023-01-30T11:51:55Z
date_updated: 2023-01-30T11:58:33Z
department:
- _id: '263'
doi: 10.1109/ICIP.2012.6467404
place: Orlando, Florida, USA
publication: Proc.\ IEEE Int.\ Conf.\ Image Process.
status: public
title: The Random Monogenic Signal
type: conference
user_id: '43497'
year: '2012'
...
---
_id: '40805'
abstract:
- lang: eng
  text: We study the instantaneous frequency (IF) of continuous-time, complex-valued,
    zero-mean, proper, mean-square differentiable, nonstationary Gaussian stochastic
    processes. We compute the probability density function for the IF for fixed time,
    which generalizes a result known for wide-sense stationary processes to nonstationary
    processes. For a fixed point in time, the IF has either zero or infinite variance.
    For harmonizable processes, we obtain as a consequence the result that the mean
    of the IF, for fixed time, is the normalized first-order frequency moment of the
    Wigner spectrum.
author:
- first_name: Patrik
  full_name: Wahlberg, Patrik
  last_name: Wahlberg
- first_name: Peter J.
  full_name: Schreier, Peter J.
  last_name: Schreier
citation:
  ama: Wahlberg P, Schreier PJ. On the instantaneous frequency of Gaussian stochastic
    processes. <i>Probab\ Math\ Statist</i>. 2012;32:69–92.
  apa: Wahlberg, P., &#38; Schreier, P. J. (2012). On the instantaneous frequency
    of Gaussian stochastic processes. <i>Probab.\ Math.\ Statist.</i>, <i>32</i>,
    69–92.
  bibtex: '@article{Wahlberg_Schreier_2012, title={On the instantaneous frequency
    of Gaussian stochastic processes}, volume={32}, journal={Probab.\ Math.\ Statist.},
    author={Wahlberg, Patrik and Schreier, Peter J.}, year={2012}, pages={69–92} }'
  chicago: 'Wahlberg, Patrik, and Peter J. Schreier. “On the Instantaneous Frequency
    of Gaussian Stochastic Processes.” <i>Probab.\ Math.\ Statist.</i> 32 (2012):
    69–92.'
  ieee: P. Wahlberg and P. J. Schreier, “On the instantaneous frequency of Gaussian
    stochastic processes,” <i>Probab.\ Math.\ Statist.</i>, vol. 32, pp. 69–92, 2012.
  mla: Wahlberg, Patrik, and Peter J. Schreier. “On the Instantaneous Frequency of
    Gaussian Stochastic Processes.” <i>Probab.\ Math.\ Statist.</i>, vol. 32, 2012,
    pp. 69–92.
  short: P. Wahlberg, P.J. Schreier, Probab.\ Math.\ Statist. 32 (2012) 69–92.
date_created: 2023-01-30T11:51:55Z
date_updated: 2023-01-30T11:58:29Z
department:
- _id: '263'
intvolume: '        32'
page: 69–92
publication: Probab.\ Math.\ Statist.
status: public
title: On the instantaneous frequency of Gaussian stochastic processes
type: journal_article
user_id: '43497'
volume: 32
year: '2012'
...
---
_id: '40806'
abstract:
- lang: eng
  text: This work reports on the implementation of different absorption micro-filters
    based on a dye-doped hybrid organic-inorganic xerogel polymeric material synthesized
    by the sol-gel process. Microstructures containing eight different filter widths
    were fabricated in polydimethylsiloxane (PDMS), bonded to glass substrates and
    filled with the corresponding dye doped polymeric material by a soft lithography
    approach. The filtering capacity as a function of dye concentration and filter
    width was studied and revealed a linear dependence with both parameters, as expected
    according to the Beer-Lambert law. Zero passband transmittance values and relatively
    sharp stopband regions were achieved with all the filters, also showing rejection
    levels between ?6 dB and ?55 dB. Finally, such filters were monolithically integrated
    into a disposable fluorescence-based photonic lab-on-a-chip (PhLoC) approach.
    Calibration curves carried out with a model fluorophore target analyte showed
    an over two-fold increase in sensitivity and a thirty-fold decrease of the limit
    of detection (LOD) compared with the values recorded using the same PhLoC system
    but without the polymeric filter structure. The results presented herein clearly
    indicate the feasibility of these xerogel-based absorbance filtering structures
    for being applied as low-cost optical components that can be easily incorporated
    into disposable fluorescence-based photonic lab on a chip systems
author:
- first_name: Ester
  full_name: Carregal-Romero, Ester
  last_name: Carregal-Romero
- first_name: Cesar
  full_name: Fernandez-Sanchez, Cesar
  last_name: Fernandez-Sanchez
- first_name: Alma
  full_name: Eguizabal, Alma
  last_name: Eguizabal
- first_name: Stefanie
  full_name: Demming, Stefanie
  last_name: Demming
- first_name: Stephanus
  full_name: Büttgenbach, Stephanus
  last_name: Büttgenbach
- first_name: Andreu
  full_name: Llobera, Andreu
  last_name: Llobera
citation:
  ama: Carregal-Romero E, Fernandez-Sanchez C, Eguizabal A, Demming S, Büttgenbach
    S, Llobera A. Development and integration of xerogel polymeric absorbance micro-filters
    into lab-onchip systems. <i>Opt Express</i>. 2012;20(21):23700–23719. doi:<a href="https://doi.org/10.1364/OE.20.023700">10.1364/OE.20.023700</a>
  apa: Carregal-Romero, E., Fernandez-Sanchez, C., Eguizabal, A., Demming, S., Büttgenbach,
    S., &#38; Llobera, A. (2012). Development and integration of xerogel polymeric
    absorbance micro-filters into lab-onchip systems. <i>Opt. Express</i>, <i>20</i>(21),
    23700–23719. <a href="https://doi.org/10.1364/OE.20.023700">https://doi.org/10.1364/OE.20.023700</a>
  bibtex: '@article{Carregal-Romero_Fernandez-Sanchez_Eguizabal_Demming_Büttgenbach_Llobera_2012,
    title={Development and integration of xerogel polymeric absorbance micro-filters
    into lab-onchip systems}, volume={20}, DOI={<a href="https://doi.org/10.1364/OE.20.023700">10.1364/OE.20.023700</a>},
    number={21}, journal={Opt. Express}, author={Carregal-Romero, Ester and Fernandez-Sanchez,
    Cesar and Eguizabal, Alma and Demming, Stefanie and Büttgenbach, Stephanus and
    Llobera, Andreu}, year={2012}, pages={23700–23719} }'
  chicago: 'Carregal-Romero, Ester, Cesar Fernandez-Sanchez, Alma Eguizabal, Stefanie
    Demming, Stephanus Büttgenbach, and Andreu Llobera. “Development and Integration
    of Xerogel Polymeric Absorbance Micro-Filters into Lab-Onchip Systems.” <i>Opt.
    Express</i> 20, no. 21 (2012): 23700–23719. <a href="https://doi.org/10.1364/OE.20.023700">https://doi.org/10.1364/OE.20.023700</a>.'
  ieee: 'E. Carregal-Romero, C. Fernandez-Sanchez, A. Eguizabal, S. Demming, S. Büttgenbach,
    and A. Llobera, “Development and integration of xerogel polymeric absorbance micro-filters
    into lab-onchip systems,” <i>Opt. Express</i>, vol. 20, no. 21, pp. 23700–23719,
    2012, doi: <a href="https://doi.org/10.1364/OE.20.023700">10.1364/OE.20.023700</a>.'
  mla: Carregal-Romero, Ester, et al. “Development and Integration of Xerogel Polymeric
    Absorbance Micro-Filters into Lab-Onchip Systems.” <i>Opt. Express</i>, vol. 20,
    no. 21, 2012, pp. 23700–23719, doi:<a href="https://doi.org/10.1364/OE.20.023700">10.1364/OE.20.023700</a>.
  short: E. Carregal-Romero, C. Fernandez-Sanchez, A. Eguizabal, S. Demming, S. Büttgenbach,
    A. Llobera, Opt. Express 20 (2012) 23700–23719.
date_created: 2023-01-30T11:51:55Z
date_updated: 2023-01-30T11:57:09Z
department:
- _id: '263'
doi: 10.1364/OE.20.023700
intvolume: '        20'
issue: '21'
page: 23700–23719
publication: Opt. Express
status: public
title: Development and integration of xerogel polymeric absorbance micro-filters into
  lab-onchip systems
type: journal_article
user_id: '43497'
volume: 20
year: '2012'
...
---
_id: '40809'
abstract:
- lang: eng
  text: Interference alignment (IA) has been shown to achieve the maximum degrees
    of freedom in the multiple-input multiple-output (MIMO) K-user interference channel
    (IFC). In the presence of frequency-selective channels, orthogonal frequency-division
    multiplexing (OFDM) is typically used to deal with the multipath nature of the
    channel. While IA techniques can be applied in a per-subcarrier basis (post-FFT),
    the existence of symbol timing offsets (STOs) between the desired and the interfering
    OFDM symbols decreases the system performance dramatically. To solve this problem,
    we design pre-FFT precoders and decoders for single-beam MIMO IFCs for OFDM transmissions.
    Since the IA decoders operate before the FFT, they mitigate the interference before
    synchronization takes place. We show that our proposed scheme improves the system
    performance when STOs occur, in comparison with traditional post-FFT IA techniques.
    We provide simulation results to compare post- and pre-FFT beamforming techniques
    and to illustrate the performance of the proposed method.
author:
- first_name: Christian
  full_name: Lameiro, Christian
  last_name: Lameiro
- first_name: Javier
  full_name: Vía, Javier
  last_name: Vía
- first_name: Ignacio
  full_name: Santamaría, Ignacio
  last_name: Santamaría
- first_name: Robert W.
  full_name: Heath Jr., Robert W.
  last_name: Heath Jr.
citation:
  ama: 'Lameiro C, Vía J, Santamaría I, Heath Jr. RW. Pre- and Post-FFT Interference
    Leakage Minimization for MIMO OFDM Networks. In: <i>Proc. Int. Symp. Wireless
    Comm. Syst.</i> ; 2012. doi:<a href="https://doi.org/10.1109/ISWCS.2012.6328429">10.1109/ISWCS.2012.6328429</a>'
  apa: Lameiro, C., Vía, J., Santamaría, I., &#38; Heath Jr., R. W. (2012). Pre- and
    Post-FFT Interference Leakage Minimization for MIMO OFDM Networks. <i>Proc. Int.
    Symp. Wireless Comm. Syst.</i> <a href="https://doi.org/10.1109/ISWCS.2012.6328429">https://doi.org/10.1109/ISWCS.2012.6328429</a>
  bibtex: '@inproceedings{Lameiro_Vía_Santamaría_Heath Jr._2012, place={Paris, France},
    title={Pre- and Post-FFT Interference Leakage Minimization for MIMO OFDM Networks},
    DOI={<a href="https://doi.org/10.1109/ISWCS.2012.6328429">10.1109/ISWCS.2012.6328429</a>},
    booktitle={Proc. Int. Symp. Wireless Comm. Syst.}, author={Lameiro, Christian
    and Vía, Javier and Santamaría, Ignacio and Heath Jr., Robert W.}, year={2012}
    }'
  chicago: Lameiro, Christian, Javier Vía, Ignacio Santamaría, and Robert W. Heath
    Jr. “Pre- and Post-FFT Interference Leakage Minimization for MIMO OFDM Networks.”
    In <i>Proc. Int. Symp. Wireless Comm. Syst.</i> Paris, France, 2012. <a href="https://doi.org/10.1109/ISWCS.2012.6328429">https://doi.org/10.1109/ISWCS.2012.6328429</a>.
  ieee: 'C. Lameiro, J. Vía, I. Santamaría, and R. W. Heath Jr., “Pre- and Post-FFT
    Interference Leakage Minimization for MIMO OFDM Networks,” 2012, doi: <a href="https://doi.org/10.1109/ISWCS.2012.6328429">10.1109/ISWCS.2012.6328429</a>.'
  mla: Lameiro, Christian, et al. “Pre- and Post-FFT Interference Leakage Minimization
    for MIMO OFDM Networks.” <i>Proc. Int. Symp. Wireless Comm. Syst.</i>, 2012, doi:<a
    href="https://doi.org/10.1109/ISWCS.2012.6328429">10.1109/ISWCS.2012.6328429</a>.
  short: 'C. Lameiro, J. Vía, I. Santamaría, R.W. Heath Jr., in: Proc. Int. Symp.
    Wireless Comm. Syst., Paris, France, 2012.'
date_created: 2023-01-30T11:51:55Z
date_updated: 2023-01-30T11:57:07Z
department:
- _id: '263'
doi: 10.1109/ISWCS.2012.6328429
place: Paris, France
publication: Proc. Int. Symp. Wireless Comm. Syst.
status: public
title: Pre- and Post-FFT Interference Leakage Minimization for MIMO OFDM Networks
type: conference
user_id: '43497'
year: '2012'
...
---
_id: '40813'
abstract:
- lang: eng
  text: In this paper, the problem of multiantenna spectrum sensing in cognitive radio
    (CR) is addressed within a Bayesian framework. Unlike previous works, our Bayesian
    model places priors directly on the spatial covariance matrices under both hypotheses,
    as well as on the probability of channel occupancy. Specifically, we use inverse-gamma
    and complex inverse-Wishart distributions as conjugate priors for the null and
    alternative hypotheses, respectively; and a Bernoulli distribution as the prior
    for channel occupancy. At each sensing period, Bayesian inference is applied and
    the posterior of channel occupancy is thresholded for detection. After a suitable
    approximation, the posteriors are employed as priors for the next sensing frame,
    which can be beneficial in slowly time-varying environments. By means of simulations,
    the proposed detector is shown to outperform the Generalized Likelihood Ratio
    Test (GLRT) detector.
author:
- first_name: J.
  full_name: Manco-Vásquez, J.
  last_name: Manco-Vásquez
- first_name: M.
  full_name: Lazaro-Gredilla, M.
  last_name: Lazaro-Gredilla
- first_name: D.
  full_name: Ramírez, D.
  last_name: Ramírez
- first_name: J.
  full_name: Vía, J.
  last_name: Vía
- first_name: I.
  full_name: Santamaría, I.
  last_name: Santamaría
citation:
  ama: 'Manco-Vásquez J, Lazaro-Gredilla M, Ramírez D, Vía J, Santamaría I. Bayesian
    Multiantenna Sensing for Cognitive Radio. In: <i>Proc.\ IEEE Sensor Array and
    Multichannel Signal Process. Work.</i> ; 2012. doi:<a href="https://doi.org/10.1109/SAM.2012.6250566">10.1109/SAM.2012.6250566</a>'
  apa: Manco-Vásquez, J., Lazaro-Gredilla, M., Ramírez, D., Vía, J., &#38; Santamaría,
    I. (2012). Bayesian Multiantenna Sensing for Cognitive Radio. <i>Proc.\ IEEE Sensor
    Array and Multichannel Signal Process. Work.</i> <a href="https://doi.org/10.1109/SAM.2012.6250566">https://doi.org/10.1109/SAM.2012.6250566</a>
  bibtex: '@inproceedings{Manco-Vásquez_Lazaro-Gredilla_Ramírez_Vía_Santamaría_2012,
    place={Hoboken, NJ, USA}, title={Bayesian Multiantenna Sensing for Cognitive Radio},
    DOI={<a href="https://doi.org/10.1109/SAM.2012.6250566">10.1109/SAM.2012.6250566</a>},
    booktitle={Proc.\ IEEE Sensor Array and Multichannel Signal Process. Work.}, author={Manco-Vásquez,
    J. and Lazaro-Gredilla, M. and Ramírez, D. and Vía, J. and Santamaría, I.}, year={2012}
    }'
  chicago: Manco-Vásquez, J., M. Lazaro-Gredilla, D. Ramírez, J. Vía, and I. Santamaría.
    “Bayesian Multiantenna Sensing for Cognitive Radio.” In <i>Proc.\ IEEE Sensor
    Array and Multichannel Signal Process. Work.</i> Hoboken, NJ, USA, 2012. <a href="https://doi.org/10.1109/SAM.2012.6250566">https://doi.org/10.1109/SAM.2012.6250566</a>.
  ieee: 'J. Manco-Vásquez, M. Lazaro-Gredilla, D. Ramírez, J. Vía, and I. Santamaría,
    “Bayesian Multiantenna Sensing for Cognitive Radio,” 2012, doi: <a href="https://doi.org/10.1109/SAM.2012.6250566">10.1109/SAM.2012.6250566</a>.'
  mla: Manco-Vásquez, J., et al. “Bayesian Multiantenna Sensing for Cognitive Radio.”
    <i>Proc.\ IEEE Sensor Array and Multichannel Signal Process. Work.</i>, 2012,
    doi:<a href="https://doi.org/10.1109/SAM.2012.6250566">10.1109/SAM.2012.6250566</a>.
  short: 'J. Manco-Vásquez, M. Lazaro-Gredilla, D. Ramírez, J. Vía, I. Santamaría,
    in: Proc.\ IEEE Sensor Array and Multichannel Signal Process. Work., Hoboken,
    NJ, USA, 2012.'
date_created: 2023-01-30T11:51:56Z
date_updated: 2023-01-30T11:57:17Z
department:
- _id: '263'
doi: 10.1109/SAM.2012.6250566
place: Hoboken, NJ, USA
publication: Proc.\ IEEE Sensor Array and Multichannel Signal Process. Work.
status: public
title: Bayesian Multiantenna Sensing for Cognitive Radio
type: conference
user_id: '43497'
year: '2012'
...
---
_id: '40814'
abstract:
- lang: eng
  text: In this paper we propose an efficient transmission strategy for the two-way
    relay channel (TWRC) with multiple relays, when these are multiple-input multiple-output
    (MIMO) transceivers that apply the amplify-and-forward (AF) protocol. Although
    the optimal beamforming strategy is known, it requires a central node, with channel
    state information (CSI) of the entire network, to compute all the beamforming
    matrices, which is impractical. To reduce the overhead, in this paper we present
    a distributed algorithm for the computation of the relay beamforming matrices.
    The proposed algorithm divides the problem in two stages. First, each relay computes
    its own beamforming matrix in parallel using only local CSI. Next, a distributed
    beamforming is applied to make the signals add up coherently at the nodes. Although
    the proposed algorithm is suboptimal, we show through simulations that it performs
    very close to the optimal achievable rate region.
author:
- first_name: Christian
  full_name: Lameiro, Christian
  last_name: Lameiro
- first_name: Javier
  full_name: Vía, Javier
  last_name: Vía
- first_name: Ignacio
  full_name: Santamaría, Ignacio
  last_name: Santamaría
citation:
  ama: 'Lameiro C, Vía J, Santamaría I. A Distributed Algorithm for Two-Way Multiple-Relay
    Networks. In: <i>Proc.\ IEEE Sensor Array and Multichannel Signal Process. Work.</i>
    ; 2012. doi:<a href="https://doi.org/10.1109/SAM.2012.6250440">10.1109/SAM.2012.6250440</a>'
  apa: Lameiro, C., Vía, J., &#38; Santamaría, I. (2012). A Distributed Algorithm
    for Two-Way Multiple-Relay Networks. <i>Proc.\ IEEE Sensor Array and Multichannel
    Signal Process. Work.</i> <a href="https://doi.org/10.1109/SAM.2012.6250440">https://doi.org/10.1109/SAM.2012.6250440</a>
  bibtex: '@inproceedings{Lameiro_Vía_Santamaría_2012, place={Hoboken, NJ, USA}, title={A
    Distributed Algorithm for Two-Way Multiple-Relay Networks}, DOI={<a href="https://doi.org/10.1109/SAM.2012.6250440">10.1109/SAM.2012.6250440</a>},
    booktitle={Proc.\ IEEE Sensor Array and Multichannel Signal Process. Work.}, author={Lameiro,
    Christian and Vía, Javier and Santamaría, Ignacio}, year={2012} }'
  chicago: Lameiro, Christian, Javier Vía, and Ignacio Santamaría. “A Distributed
    Algorithm for Two-Way Multiple-Relay Networks.” In <i>Proc.\ IEEE Sensor Array
    and Multichannel Signal Process. Work.</i> Hoboken, NJ, USA, 2012. <a href="https://doi.org/10.1109/SAM.2012.6250440">https://doi.org/10.1109/SAM.2012.6250440</a>.
  ieee: 'C. Lameiro, J. Vía, and I. Santamaría, “A Distributed Algorithm for Two-Way
    Multiple-Relay Networks,” 2012, doi: <a href="https://doi.org/10.1109/SAM.2012.6250440">10.1109/SAM.2012.6250440</a>.'
  mla: Lameiro, Christian, et al. “A Distributed Algorithm for Two-Way Multiple-Relay
    Networks.” <i>Proc.\ IEEE Sensor Array and Multichannel Signal Process. Work.</i>,
    2012, doi:<a href="https://doi.org/10.1109/SAM.2012.6250440">10.1109/SAM.2012.6250440</a>.
  short: 'C. Lameiro, J. Vía, I. Santamaría, in: Proc.\ IEEE Sensor Array and Multichannel
    Signal Process. Work., Hoboken, NJ, USA, 2012.'
date_created: 2023-01-30T11:51:56Z
date_updated: 2023-01-30T11:57:15Z
department:
- _id: '263'
doi: 10.1109/SAM.2012.6250440
place: Hoboken, NJ, USA
publication: Proc.\ IEEE Sensor Array and Multichannel Signal Process. Work.
status: public
title: A Distributed Algorithm for Two-Way Multiple-Relay Networks
type: conference
user_id: '43497'
year: '2012'
...
---
_id: '40816'
abstract:
- lang: eng
  text: Textural analysis of tissue scattering images is proposed for healthy versus
    tumor discrimination. Scattering center density varies from normal to tumor tissues
    and this variation is translated into different textures in the scattering power
    map. Adipose tissue shows low autocorrelation values while tumor tissues present
    higher entropies than normal tissue. Consequently, a combination of autocorrelation
    and entropy values allows ready tissue discrimination by a supervised linear classifier.
    The proposed approach has been validated over a set of 29 breast tissue samples
    achieving a sensitivity of 73.59% and specificity of 82.40%.
author:
- first_name: Alma
  full_name: Eguizabal, Alma
  last_name: Eguizabal
- first_name: Ashley M.
  full_name: Laughney, Ashley M.
  last_name: Laughney
- first_name: P. Beatriz
  full_name: Garcia-Allende, P. Beatriz
  last_name: Garcia-Allende
- first_name: Venkataramanan
  full_name: Krishnaswamy, Venkataramanan
  last_name: Krishnaswamy
- first_name: Wendy A.
  full_name: Wells, Wendy A.
  last_name: Wells
- first_name: Keith D.
  full_name: Paulsen, Keith D.
  last_name: Paulsen
- first_name: Brian W.
  full_name: Pogue, Brian W.
  last_name: Pogue
- first_name: Jose M.
  full_name: Lopez-Higuera, Jose M.
  last_name: Lopez-Higuera
- first_name: Olga M.
  full_name: Conde, Olga M.
  last_name: Conde
citation:
  ama: 'Eguizabal A, Laughney AM, Garcia-Allende PB, et al. Textural analysis of optical
    scattering for identification of cancer in breast surgical specimens. In: <i>IEEE
    9th International Symposium on Biomedical Imaging</i>. ; 2012.'
  apa: Eguizabal, A., Laughney, A. M., Garcia-Allende, P. B., Krishnaswamy, V., Wells,
    W. A., Paulsen, K. D., Pogue, B. W., Lopez-Higuera, J. M., &#38; Conde, O. M.
    (2012). Textural analysis of optical scattering for identification of cancer in
    breast surgical specimens. <i>IEEE 9th International Symposium on Biomedical Imaging</i>.
  bibtex: '@inproceedings{Eguizabal_Laughney_Garcia-Allende_Krishnaswamy_Wells_Paulsen_Pogue_Lopez-Higuera_Conde_2012,
    place={Barcelona, Spain}, title={Textural analysis of optical scattering for identification
    of cancer in breast surgical specimens}, booktitle={IEEE 9th International Symposium
    on Biomedical Imaging}, author={Eguizabal, Alma and Laughney, Ashley M. and Garcia-Allende,
    P. Beatriz and Krishnaswamy, Venkataramanan and Wells, Wendy A. and Paulsen, Keith
    D. and Pogue, Brian W. and Lopez-Higuera, Jose M. and Conde, Olga M.}, year={2012}
    }'
  chicago: Eguizabal, Alma, Ashley M. Laughney, P. Beatriz Garcia-Allende, Venkataramanan
    Krishnaswamy, Wendy A. Wells, Keith D. Paulsen, Brian W. Pogue, Jose M. Lopez-Higuera,
    and Olga M. Conde. “Textural Analysis of Optical Scattering for Identification
    of Cancer in Breast Surgical Specimens.” In <i>IEEE 9th International Symposium
    on Biomedical Imaging</i>. Barcelona, Spain, 2012.
  ieee: A. Eguizabal <i>et al.</i>, “Textural analysis of optical scattering for identification
    of cancer in breast surgical specimens,” 2012.
  mla: Eguizabal, Alma, et al. “Textural Analysis of Optical Scattering for Identification
    of Cancer in Breast Surgical Specimens.” <i>IEEE 9th International Symposium on
    Biomedical Imaging</i>, 2012.
  short: 'A. Eguizabal, A.M. Laughney, P.B. Garcia-Allende, V. Krishnaswamy, W.A.
    Wells, K.D. Paulsen, B.W. Pogue, J.M. Lopez-Higuera, O.M. Conde, in: IEEE 9th
    International Symposium on Biomedical Imaging, Barcelona, Spain, 2012.'
date_created: 2023-01-30T11:51:56Z
date_updated: 2023-01-30T11:57:13Z
department:
- _id: '263'
place: Barcelona, Spain
publication: IEEE 9th International Symposium on Biomedical Imaging
status: public
title: Textural analysis of optical scattering for identification of cancer in breast
  surgical specimens
type: conference
user_id: '43497'
year: '2012'
...
---
_id: '40815'
abstract:
- lang: eng
  text: A surgeon-guided independent component analysis from optical reflectance measurements
    is proposed for breast tumor delineation. Independent Component Analysis is first
    applied to extract the most relevant features from local measures of broadband
    reflectance and then a tumor probability indicator is obtained and provided utilizing
    surgeon assistance to resolve the inherent ambiguities in the independent component
    calculation. A set of 29 breast tissue samples have been diagnosed achieving a
    sensitivity of 90.57%, and specificity of 93.98%.
author:
- first_name: Alma
  full_name: Eguizabal, Alma
  last_name: Eguizabal
- first_name: Ashley M.
  full_name: Laughney, Ashley M.
  last_name: Laughney
- first_name: P. Beatriz
  full_name: Garcia-Allende, P. Beatriz
  last_name: Garcia-Allende
- first_name: Venkataramanan
  full_name: Krishnaswamy, Venkataramanan
  last_name: Krishnaswamy
- first_name: Wendy A.
  full_name: Wells, Wendy A.
  last_name: Wells
- first_name: Keith D.
  full_name: Paulsen, Keith D.
  last_name: Paulsen
- first_name: Brian W.
  full_name: Pogue, Brian W.
  last_name: Pogue
- first_name: Jose M.
  full_name: Lopez-Higuera, Jose M.
  last_name: Lopez-Higuera
- first_name: Olga M.
  full_name: Conde, Olga M.
  last_name: Conde
citation:
  ama: 'Eguizabal A, Laughney AM, Garcia-Allende PB, et al. ICA-guided delineation
    of breast cancer pathology. In: <i>IEEE 9th International Symposium on Biomedical
    Imaging</i>. ; 2012.'
  apa: Eguizabal, A., Laughney, A. M., Garcia-Allende, P. B., Krishnaswamy, V., Wells,
    W. A., Paulsen, K. D., Pogue, B. W., Lopez-Higuera, J. M., &#38; Conde, O. M.
    (2012). ICA-guided delineation of breast cancer pathology. <i>IEEE 9th International
    Symposium on Biomedical Imaging</i>.
  bibtex: '@inproceedings{Eguizabal_Laughney_Garcia-Allende_Krishnaswamy_Wells_Paulsen_Pogue_Lopez-Higuera_Conde_2012,
    place={Barcelona, Spain}, title={ICA-guided delineation of breast cancer pathology},
    booktitle={IEEE 9th International Symposium on Biomedical Imaging}, author={Eguizabal,
    Alma and Laughney, Ashley M. and Garcia-Allende, P. Beatriz and Krishnaswamy,
    Venkataramanan and Wells, Wendy A. and Paulsen, Keith D. and Pogue, Brian W. and
    Lopez-Higuera, Jose M. and Conde, Olga M.}, year={2012} }'
  chicago: Eguizabal, Alma, Ashley M. Laughney, P. Beatriz Garcia-Allende, Venkataramanan
    Krishnaswamy, Wendy A. Wells, Keith D. Paulsen, Brian W. Pogue, Jose M. Lopez-Higuera,
    and Olga M. Conde. “ICA-Guided Delineation of Breast Cancer Pathology.” In <i>IEEE
    9th International Symposium on Biomedical Imaging</i>. Barcelona, Spain, 2012.
  ieee: A. Eguizabal <i>et al.</i>, “ICA-guided delineation of breast cancer pathology,”
    2012.
  mla: Eguizabal, Alma, et al. “ICA-Guided Delineation of Breast Cancer Pathology.”
    <i>IEEE 9th International Symposium on Biomedical Imaging</i>, 2012.
  short: 'A. Eguizabal, A.M. Laughney, P.B. Garcia-Allende, V. Krishnaswamy, W.A.
    Wells, K.D. Paulsen, B.W. Pogue, J.M. Lopez-Higuera, O.M. Conde, in: IEEE 9th
    International Symposium on Biomedical Imaging, Barcelona, Spain, 2012.'
date_created: 2023-01-30T11:51:56Z
date_updated: 2023-01-30T11:57:11Z
department:
- _id: '263'
place: Barcelona, Spain
publication: IEEE 9th International Symposium on Biomedical Imaging
status: public
title: ICA-guided delineation of breast cancer pathology
type: conference
user_id: '43497'
year: '2012'
...
---
_id: '40803'
abstract:
- lang: eng
  text: This paper considers nonlinear dynamical networks consisting of individually
    iISS (integral input-to-statestable) subsystems which are not necessarily ISS
    (input-to-statestable). Stability criteria for internal and external stability
    of the networks are developed in view of both necessity and sufficiency. For the
    sufficiency, we show how we can construct a Lyapunov function of the network explicitly
    under the assumption that a cyclic small-gain condition is satisfied. The cyclic
    small-gain condition is shown to be equivalent to a matrix-like condition. The
    two conditions and their equivalence precisely generalize some central ISS results
    in the literature. Moreover, the necessity of the matrix-like condition is established.
    The allowable number of non-ISS subsystems for stability of the network is discussed
    through several necessity conditions.
author:
- first_name: Hiroshi
  full_name: Ito, Hiroshi
  last_name: Ito
- first_name: Zhong-Ping
  full_name: Jiang, Zhong-Ping
  last_name: Jiang
- first_name: Sergey N.
  full_name: Dashkovskiy, Sergey N.
  last_name: Dashkovskiy
- first_name: Björn S.
  full_name: Rüffer, Björn S.
  last_name: Rüffer
citation:
  ama: 'Ito H, Jiang Z-P, Dashkovskiy SN, Rüffer BS. A cyclic small-gain condition
    and an equivalent matrix-like criterion for iISS networks. In: <i>Proc. 51st IEEE
    Conf. Decis. Control</i>. ; 2012:4158–4164.'
  apa: Ito, H., Jiang, Z.-P., Dashkovskiy, S. N., &#38; Rüffer, B. S. (2012). A cyclic
    small-gain condition and an equivalent matrix-like criterion for iISS networks.
    <i>Proc. 51st IEEE Conf. Decis. Control</i>, 4158–4164.
  bibtex: '@inproceedings{Ito_Jiang_Dashkovskiy_Rüffer_2012, place={Maui, Hawaii,
    USA}, title={A cyclic small-gain condition and an equivalent matrix-like criterion
    for iISS networks}, booktitle={Proc. 51st IEEE Conf. Decis. Control}, author={Ito,
    Hiroshi and Jiang, Zhong-Ping and Dashkovskiy, Sergey N. and Rüffer, Björn S.},
    year={2012}, pages={4158–4164} }'
  chicago: Ito, Hiroshi, Zhong-Ping Jiang, Sergey N. Dashkovskiy, and Björn S. Rüffer.
    “A Cyclic Small-Gain Condition and an Equivalent Matrix-like Criterion for IISS
    Networks.” In <i>Proc. 51st IEEE Conf. Decis. Control</i>, 4158–4164. Maui, Hawaii,
    USA, 2012.
  ieee: H. Ito, Z.-P. Jiang, S. N. Dashkovskiy, and B. S. Rüffer, “A cyclic small-gain
    condition and an equivalent matrix-like criterion for iISS networks,” in <i>Proc.
    51st IEEE Conf. Decis. Control</i>, 2012, pp. 4158–4164.
  mla: Ito, Hiroshi, et al. “A Cyclic Small-Gain Condition and an Equivalent Matrix-like
    Criterion for IISS Networks.” <i>Proc. 51st IEEE Conf. Decis. Control</i>, 2012,
    pp. 4158–4164.
  short: 'H. Ito, Z.-P. Jiang, S.N. Dashkovskiy, B.S. Rüffer, in: Proc. 51st IEEE
    Conf. Decis. Control, Maui, Hawaii, USA, 2012, pp. 4158–4164.'
date_created: 2023-01-30T11:51:54Z
date_updated: 2023-01-30T11:58:14Z
department:
- _id: '263'
page: 4158–4164
place: Maui, Hawaii, USA
publication: Proc. 51st IEEE Conf. Decis. Control
status: public
title: A cyclic small-gain condition and an equivalent matrix-like criterion for iISS
  networks
type: conference
user_id: '43497'
year: '2012'
...
---
_id: '40802'
abstract:
- lang: eng
  text: This invited paper is a significantly shortened excerpt of the article S.
    N. DASHKOVSKIY, B. S. RÜFFER, AND F. R. WIRTH, Small gain theorems for large scale
    systems and construction of ISS Lyapunov functions, SIAM J. Control Optim., 48
    (2010), pp. 4089–4118. We consider interconnections of n nonlinear subsystems
    in the input-to-state stability (ISS) framework. Foreach subsystem an ISS Lyapunov
    function is given that treats the other subsystems as independent inputs. A gain
    matrix is used to encode the mutual dependencies of the systems in the network.
    Under a small gain assumption on the monotone operator induced by the gain matrix,
    a locally Lipschitz continuous ISS Lyapunov function is obtained constructively
    for the entire network by appropriately scaling the individualLyapunov functions
    for the subsystems.
author:
- first_name: Sergey N.
  full_name: Dashkovskiy, Sergey N.
  last_name: Dashkovskiy
- first_name: Björn S.
  full_name: Rüffer, Björn S.
  last_name: Rüffer
- first_name: Fabian R.
  full_name: Wirth, Fabian R.
  last_name: Wirth
citation:
  ama: 'Dashkovskiy SN, Rüffer BS, Wirth FR. Small gain theorems for large scale systems
    and construction of ISS Lyapunov functions. In: <i>Proc. 51st IEEE Conf. Decis.
    Control</i>. ; 2012:4165–4170.'
  apa: Dashkovskiy, S. N., Rüffer, B. S., &#38; Wirth, F. R. (2012). Small gain theorems
    for large scale systems and construction of ISS Lyapunov functions. <i>Proc. 51st
    IEEE Conf. Decis. Control</i>, 4165–4170.
  bibtex: '@inproceedings{Dashkovskiy_Rüffer_Wirth_2012, place={Maui, Hawaii, USA},
    title={Small gain theorems for large scale systems and construction of ISS Lyapunov
    functions}, booktitle={Proc. 51st IEEE Conf. Decis. Control}, author={Dashkovskiy,
    Sergey N. and Rüffer, Björn S. and Wirth, Fabian R.}, year={2012}, pages={4165–4170}
    }'
  chicago: Dashkovskiy, Sergey N., Björn S. Rüffer, and Fabian R. Wirth. “Small Gain
    Theorems for Large Scale Systems and Construction of ISS Lyapunov Functions.”
    In <i>Proc. 51st IEEE Conf. Decis. Control</i>, 4165–4170. Maui, Hawaii, USA,
    2012.
  ieee: S. N. Dashkovskiy, B. S. Rüffer, and F. R. Wirth, “Small gain theorems for
    large scale systems and construction of ISS Lyapunov functions,” in <i>Proc. 51st
    IEEE Conf. Decis. Control</i>, 2012, pp. 4165–4170.
  mla: Dashkovskiy, Sergey N., et al. “Small Gain Theorems for Large Scale Systems
    and Construction of ISS Lyapunov Functions.” <i>Proc. 51st IEEE Conf. Decis. Control</i>,
    2012, pp. 4165–4170.
  short: 'S.N. Dashkovskiy, B.S. Rüffer, F.R. Wirth, in: Proc. 51st IEEE Conf. Decis.
    Control, Maui, Hawaii, USA, 2012, pp. 4165–4170.'
date_created: 2023-01-30T11:51:54Z
date_updated: 2023-01-30T11:58:12Z
department:
- _id: '263'
page: 4165–4170
place: Maui, Hawaii, USA
publication: Proc. 51st IEEE Conf. Decis. Control
status: public
title: Small gain theorems for large scale systems and construction of ISS Lyapunov
  functions
type: conference
user_id: '43497'
year: '2012'
...
---
_id: '40835'
abstract:
- lang: eng
  text: This work addresses the problem of deciding whether a set of realizations
    of a vector-valued time series with unknown temporal correlation are spatially
    correlated or not. Specifically, the spatial correlation is induced by a colored
    source over a frequency-flat single-input multiple-output (SIMO) channel distorted
    by independent and identically distributed noises with temporal correlation. The
    generalized likelihood ratio test (GLRT) for this detection problem does not have
    a closed-form expression and we have to resort to numerical optimization techniques.
    In particular, we apply the successive convex approximations approach which relies
    on solving a series of convex problems that approximate the original (non-convex)
    one. The proposed solution resembles a power method for obtaining the dominant
    eigenvector of a matrix, which changes over iterations. Finally, the performance
    of the proposed detector is illustrated by means of computer simulations showing
    a great improvement over previously proposed detectors that do not fully exploit
    the temporal structure of the source.
author:
- first_name: D.
  full_name: Ramírez, D.
  last_name: Ramírez
- first_name: J.
  full_name: Vía, J.
  last_name: Vía
- first_name: I.
  full_name: Santamaría, I.
  last_name: Santamaría
- first_name: L. L.
  full_name: Scharf, L. L.
  last_name: Scharf
citation:
  ama: 'Ramírez D, Vía J, Santamaría I, Scharf LL. Multiple-Channel Detection of a
    Gaussian Time Series over Frequency-Flat Channels. In: <i>Proc.\ IEEE Int.\ Conf.\
    Acoustics, Speech and Signal Process.</i> ; 2011. doi:<a href="https://doi.org/10.1109/ICASSP.2011.5947194">10.1109/ICASSP.2011.5947194</a>'
  apa: Ramírez, D., Vía, J., Santamaría, I., &#38; Scharf, L. L. (2011). Multiple-Channel
    Detection of a Gaussian Time Series over Frequency-Flat Channels. <i>Proc.\ IEEE
    Int.\ Conf.\ Acoustics, Speech and Signal Process.</i> <a href="https://doi.org/10.1109/ICASSP.2011.5947194">https://doi.org/10.1109/ICASSP.2011.5947194</a>
  bibtex: '@inproceedings{Ramírez_Vía_Santamaría_Scharf_2011, place={Prague, Czech
    Republic}, title={Multiple-Channel Detection of a Gaussian Time Series over Frequency-Flat
    Channels}, DOI={<a href="https://doi.org/10.1109/ICASSP.2011.5947194">10.1109/ICASSP.2011.5947194</a>},
    booktitle={Proc.\ IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process.}, author={Ramírez,
    D. and Vía, J. and Santamaría, I. and Scharf, L. L.}, year={2011} }'
  chicago: Ramírez, D., J. Vía, I. Santamaría, and L. L. Scharf. “Multiple-Channel
    Detection of a Gaussian Time Series over Frequency-Flat Channels.” In <i>Proc.\
    IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process.</i> Prague, Czech Republic,
    2011. <a href="https://doi.org/10.1109/ICASSP.2011.5947194">https://doi.org/10.1109/ICASSP.2011.5947194</a>.
  ieee: 'D. Ramírez, J. Vía, I. Santamaría, and L. L. Scharf, “Multiple-Channel Detection
    of a Gaussian Time Series over Frequency-Flat Channels,” 2011, doi: <a href="https://doi.org/10.1109/ICASSP.2011.5947194">10.1109/ICASSP.2011.5947194</a>.'
  mla: Ramírez, D., et al. “Multiple-Channel Detection of a Gaussian Time Series over
    Frequency-Flat Channels.” <i>Proc.\ IEEE Int.\ Conf.\ Acoustics, Speech and Signal
    Process.</i>, 2011, doi:<a href="https://doi.org/10.1109/ICASSP.2011.5947194">10.1109/ICASSP.2011.5947194</a>.
  short: 'D. Ramírez, J. Vía, I. Santamaría, L.L. Scharf, in: Proc.\ IEEE Int.\ Conf.\
    Acoustics, Speech and Signal Process., Prague, Czech Republic, 2011.'
date_created: 2023-01-30T11:51:59Z
date_updated: 2023-01-30T11:56:29Z
department:
- _id: '263'
doi: 10.1109/ICASSP.2011.5947194
place: Prague, Czech Republic
publication: Proc.\ IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process.
status: public
title: Multiple-Channel Detection of a Gaussian Time Series over Frequency-Flat Channels
type: conference
user_id: '43497'
year: '2011'
...
---
_id: '40834'
abstract:
- lang: eng
  text: Spectrum sensing is a challenging key component of the Cognitive Radio paradigm,
    since primary signals must be detected in the face of noise uncertainty and at
    signal-to-noise ratios (SNRs) well below decodability levels. Multiantenna detectors
    exploit spatial independence of receiver thermal noise to boost detection performance
    and robustness. Here, we study the problem of detecting Gaussian signals with
    unknown rank-$P$ spatial covariance matrix when the noise at the receiver is independent
    across the antennas and with unknown power. A generic diagonal noise covariance
    matrix is allowed to model calibration uncertainties in the different antenna
    frontends. We derive the generalized likelihood ratio test (GLRT) for this detection
    problem. Although, in general, the corresponding statistic must be obtained by
    numerical means, in the low SNR regime the GLRT does admit a closed form. Numerical
    simulations show that the proposed asymptotic detector offers good performance
    even for moderate SNR values.
author:
- first_name: D.
  full_name: Ramírez, D.
  last_name: Ramírez
- first_name: G.
  full_name: Vazquez-Vilar, G.
  last_name: Vazquez-Vilar
- first_name: R.
  full_name: López-Valcarce, R.
  last_name: López-Valcarce
- first_name: J.
  full_name: Vía, J.
  last_name: Vía
- first_name: I.
  full_name: Santamaría, I.
  last_name: Santamaría
citation:
  ama: 'Ramírez D, Vazquez-Vilar G, López-Valcarce R, Vía J, Santamaría I. Multiantenna
    detection under noise uncertainty and primary user’s spatial structure. In: <i>Proc.\
    IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process.</i> ; 2011. doi:<a href="https://doi.org/10.1109/ICASSP.2011.5946275">10.1109/ICASSP.2011.5946275</a>'
  apa: Ramírez, D., Vazquez-Vilar, G., López-Valcarce, R., Vía, J., &#38; Santamaría,
    I. (2011). Multiantenna detection under noise uncertainty and primary user’s spatial
    structure. <i>Proc.\ IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process.</i>
    <a href="https://doi.org/10.1109/ICASSP.2011.5946275">https://doi.org/10.1109/ICASSP.2011.5946275</a>
  bibtex: '@inproceedings{Ramírez_Vazquez-Vilar_López-Valcarce_Vía_Santamaría_2011,
    place={Prague, Czech Republic}, title={Multiantenna detection under noise uncertainty
    and primary user’s spatial structure}, DOI={<a href="https://doi.org/10.1109/ICASSP.2011.5946275">10.1109/ICASSP.2011.5946275</a>},
    booktitle={Proc.\ IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process.}, author={Ramírez,
    D. and Vazquez-Vilar, G. and López-Valcarce, R. and Vía, J. and Santamaría, I.},
    year={2011} }'
  chicago: Ramírez, D., G. Vazquez-Vilar, R. López-Valcarce, J. Vía, and I. Santamaría.
    “Multiantenna Detection under Noise Uncertainty and Primary User’s Spatial Structure.”
    In <i>Proc.\ IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process.</i> Prague,
    Czech Republic, 2011. <a href="https://doi.org/10.1109/ICASSP.2011.5946275">https://doi.org/10.1109/ICASSP.2011.5946275</a>.
  ieee: 'D. Ramírez, G. Vazquez-Vilar, R. López-Valcarce, J. Vía, and I. Santamaría,
    “Multiantenna detection under noise uncertainty and primary user’s spatial structure,”
    2011, doi: <a href="https://doi.org/10.1109/ICASSP.2011.5946275">10.1109/ICASSP.2011.5946275</a>.'
  mla: Ramírez, D., et al. “Multiantenna Detection under Noise Uncertainty and Primary
    User’s Spatial Structure.” <i>Proc.\ IEEE Int.\ Conf.\ Acoustics, Speech and Signal
    Process.</i>, 2011, doi:<a href="https://doi.org/10.1109/ICASSP.2011.5946275">10.1109/ICASSP.2011.5946275</a>.
  short: 'D. Ramírez, G. Vazquez-Vilar, R. López-Valcarce, J. Vía, I. Santamaría,
    in: Proc.\ IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process., Prague, Czech
    Republic, 2011.'
date_created: 2023-01-30T11:51:59Z
date_updated: 2023-01-30T11:56:31Z
department:
- _id: '263'
doi: 10.1109/ICASSP.2011.5946275
place: Prague, Czech Republic
publication: Proc.\ IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process.
status: public
title: Multiantenna detection under noise uncertainty and primary user’s spatial structure
type: conference
user_id: '43497'
year: '2011'
...
---
_id: '40833'
abstract:
- lang: eng
  text: In this work, we derive a maximum likelihood formula for beamsteering in a
    multi-sensor array. The novelty of the work is that the impinging signal and noises
    are wide sense stationary (WSS) time series with unknown power spectral densities,
    unlike in previous work that typically considers white signals. Our approach naturally
    provides a way of fusing frequency-dependent information to obtain a broadband
    beamformer. In order to obtain the compressed likelihood, it is necessary to find
    the maximum likelihood estimates of the unknown parameters. However, this problem
    turns out to be an ML estimation of a block-Toeplitz matrix, which does not have
    a closed-form solution. To overcome this problem, we derive the asymptotic likelihood,
    which is given in the frequency domain. Finally, some simulation results are presented
    to illustrate the performance of the proposed technique. In these simulations,
    it is shown that our approach presents the best results.
author:
- first_name: D.
  full_name: Ramírez, D.
  last_name: Ramírez
- first_name: J.
  full_name: Vía, J.
  last_name: Vía
- first_name: I.
  full_name: Santamaría, I.
  last_name: Santamaría
- first_name: L. L.
  full_name: Scharf, L. L.
  last_name: Scharf
citation:
  ama: 'Ramírez D, Vía J, Santamaría I, Scharf LL. Multi-Sensor Beamsteering Based
    on the Asymptotic Likelihood for Colored Signals. In: <i>Proc.\ IEEE Work.\ Stat.\
    Signal Process.</i> ; 2011. doi:<a href="https://doi.org/10.1109/SSP.2011.5967644">10.1109/SSP.2011.5967644</a>'
  apa: Ramírez, D., Vía, J., Santamaría, I., &#38; Scharf, L. L. (2011). Multi-Sensor
    Beamsteering Based on the Asymptotic Likelihood for Colored Signals. <i>Proc.\
    IEEE Work.\ Stat.\ Signal Process.</i> <a href="https://doi.org/10.1109/SSP.2011.5967644">https://doi.org/10.1109/SSP.2011.5967644</a>
  bibtex: '@inproceedings{Ramírez_Vía_Santamaría_Scharf_2011, place={Nice, France},
    title={Multi-Sensor Beamsteering Based on the Asymptotic Likelihood for Colored
    Signals}, DOI={<a href="https://doi.org/10.1109/SSP.2011.5967644">10.1109/SSP.2011.5967644</a>},
    booktitle={Proc.\ IEEE Work.\ Stat.\ Signal Process.}, author={Ramírez, D. and
    Vía, J. and Santamaría, I. and Scharf, L. L.}, year={2011} }'
  chicago: Ramírez, D., J. Vía, I. Santamaría, and L. L. Scharf. “Multi-Sensor Beamsteering
    Based on the Asymptotic Likelihood for Colored Signals.” In <i>Proc.\ IEEE Work.\
    Stat.\ Signal Process.</i> Nice, France, 2011. <a href="https://doi.org/10.1109/SSP.2011.5967644">https://doi.org/10.1109/SSP.2011.5967644</a>.
  ieee: 'D. Ramírez, J. Vía, I. Santamaría, and L. L. Scharf, “Multi-Sensor Beamsteering
    Based on the Asymptotic Likelihood for Colored Signals,” 2011, doi: <a href="https://doi.org/10.1109/SSP.2011.5967644">10.1109/SSP.2011.5967644</a>.'
  mla: Ramírez, D., et al. “Multi-Sensor Beamsteering Based on the Asymptotic Likelihood
    for Colored Signals.” <i>Proc.\ IEEE Work.\ Stat.\ Signal Process.</i>, 2011,
    doi:<a href="https://doi.org/10.1109/SSP.2011.5967644">10.1109/SSP.2011.5967644</a>.
  short: 'D. Ramírez, J. Vía, I. Santamaría, L.L. Scharf, in: Proc.\ IEEE Work.\ Stat.\
    Signal Process., Nice, France, 2011.'
date_created: 2023-01-30T11:51:59Z
date_updated: 2023-01-30T11:56:26Z
department:
- _id: '263'
doi: 10.1109/SSP.2011.5967644
place: Nice, France
publication: Proc.\ IEEE Work.\ Stat.\ Signal Process.
status: public
title: Multi-Sensor Beamsteering Based on the Asymptotic Likelihood for Colored Signals
type: conference
user_id: '43497'
year: '2011'
...
---
_id: '40836'
abstract:
- lang: eng
  text: In this paper we study the multiple-input multiple-output two-way relay channel
    (MIMO-TWRC) when the nodes use analog beamforming. Following the amplify-and-forward
    (AF) strategy, the problem consists of finding the transmit and receive beamformers
    of the nodes and the relay, and the power allocated to each one, that achieve
    the boundary of the capacity region. We express the optimal node beamformers in
    terms of the relay beamformers, and show that the capacity region can be efficiently
    characterized using convex optimization techniques. Numerical examples are provided
    to illustrate the results of this paper, and to compare the capacity region achieved
    by analog beamforming against the conventional MIMO schemes that operate at the
    baseband.
author:
- first_name: Christian
  full_name: Lameiro, Christian
  last_name: Lameiro
- first_name: Alfredo
  full_name: Nazábal, Alfredo
  last_name: Nazábal
- first_name: Fouad
  full_name: Gholam, Fouad
  last_name: Gholam
- first_name: Javier
  full_name: Vía, Javier
  last_name: Vía
- first_name: Ignacio
  full_name: Santamaría, Ignacio
  last_name: Santamaría
citation:
  ama: 'Lameiro C, Nazábal A, Gholam F, Vía J, Santamaría I. Capacity Region of the
    Two-Way Multi-Antenna Relay Channel with Analog Tx-Rx Beamforming. In: <i>Proc.
    Int. ICST Conf. Mobile Lightweight Wireless Syst.</i> ; 2011. doi:<a href="https://doi.org/10.1007/978-3-642-29479-2_1">10.1007/978-3-642-29479-2_1</a>'
  apa: Lameiro, C., Nazábal, A., Gholam, F., Vía, J., &#38; Santamaría, I. (2011).
    Capacity Region of the Two-Way Multi-Antenna Relay Channel with Analog Tx-Rx Beamforming.
    <i>Proc. Int. ICST Conf. Mobile Lightweight Wireless Syst.</i> <a href="https://doi.org/10.1007/978-3-642-29479-2_1">https://doi.org/10.1007/978-3-642-29479-2_1</a>
  bibtex: '@inproceedings{Lameiro_Nazábal_Gholam_Vía_Santamaría_2011, place={Bilbao,
    Spain}, title={Capacity Region of the Two-Way Multi-Antenna Relay Channel with
    Analog Tx-Rx Beamforming}, DOI={<a href="https://doi.org/10.1007/978-3-642-29479-2_1">10.1007/978-3-642-29479-2_1</a>},
    booktitle={Proc. Int. ICST Conf. Mobile Lightweight Wireless Syst.}, author={Lameiro,
    Christian and Nazábal, Alfredo and Gholam, Fouad and Vía, Javier and Santamaría,
    Ignacio}, year={2011} }'
  chicago: Lameiro, Christian, Alfredo Nazábal, Fouad Gholam, Javier Vía, and Ignacio
    Santamaría. “Capacity Region of the Two-Way Multi-Antenna Relay Channel with Analog
    Tx-Rx Beamforming.” In <i>Proc. Int. ICST Conf. Mobile Lightweight Wireless Syst.</i>
    Bilbao, Spain, 2011. <a href="https://doi.org/10.1007/978-3-642-29479-2_1">https://doi.org/10.1007/978-3-642-29479-2_1</a>.
  ieee: 'C. Lameiro, A. Nazábal, F. Gholam, J. Vía, and I. Santamaría, “Capacity Region
    of the Two-Way Multi-Antenna Relay Channel with Analog Tx-Rx Beamforming,” 2011,
    doi: <a href="https://doi.org/10.1007/978-3-642-29479-2_1">10.1007/978-3-642-29479-2_1</a>.'
  mla: Lameiro, Christian, et al. “Capacity Region of the Two-Way Multi-Antenna Relay
    Channel with Analog Tx-Rx Beamforming.” <i>Proc. Int. ICST Conf. Mobile Lightweight
    Wireless Syst.</i>, 2011, doi:<a href="https://doi.org/10.1007/978-3-642-29479-2_1">10.1007/978-3-642-29479-2_1</a>.
  short: 'C. Lameiro, A. Nazábal, F. Gholam, J. Vía, I. Santamaría, in: Proc. Int.
    ICST Conf. Mobile Lightweight Wireless Syst., Bilbao, Spain, 2011.'
date_created: 2023-01-30T11:51:59Z
date_updated: 2023-01-30T11:56:24Z
department:
- _id: '263'
doi: 10.1007/978-3-642-29479-2_1
place: Bilbao, Spain
publication: Proc. Int. ICST Conf. Mobile Lightweight Wireless Syst.
status: public
title: Capacity Region of the Two-Way Multi-Antenna Relay Channel with Analog Tx-Rx
  Beamforming
type: conference
user_id: '43497'
year: '2011'
...
---
_id: '40828'
abstract:
- lang: eng
  text: Spectrum sensing is a key component of the Cognitive Radio paradigm. Multiantenna
    detectors can exploit different spatial features of primary signals in order to
    boost detection performance and robustness in very low signal-to-noise ratios.
    However, in several cases these detectors require additional information, such
    as the rank of the spatial covariance matrix of the received signal. In this work
    we study the problem of estimating this rank under Gaussianity assumption using
    an uncalibrated receiver, i.e. with different (unknown) noise levels at each of
    the antennas.
author:
- first_name: G.
  full_name: Vazquez-Vilar, G.
  last_name: Vazquez-Vilar
- first_name: D.
  full_name: Ramírez, D.
  last_name: Ramírez
- first_name: R.
  full_name: López-Valcarce, R.
  last_name: López-Valcarce
- first_name: J.
  full_name: Vía, J.
  last_name: Vía
- first_name: I.
  full_name: Santamaría, I.
  last_name: Santamaría
citation:
  ama: 'Vazquez-Vilar G, Ramírez D, López-Valcarce R, Vía J, Santamaría I. Spatial
    rank estimation in Cognitive Radio Networks with uncalibrated multiple antennas
    (invited paper). In: <i>Proc. Int. Conf. on Cognitive Radio and Advanced Spectrum
    Management</i>. ; 2011. doi:<a href="https://doi.org/10.1145/2093256.2093291">10.1145/2093256.2093291</a>'
  apa: Vazquez-Vilar, G., Ramírez, D., López-Valcarce, R., Vía, J., &#38; Santamaría,
    I. (2011). Spatial rank estimation in Cognitive Radio Networks with uncalibrated
    multiple antennas (invited paper). <i>Proc. Int. Conf. on Cognitive Radio and
    Advanced Spectrum Management</i>. <a href="https://doi.org/10.1145/2093256.2093291">https://doi.org/10.1145/2093256.2093291</a>
  bibtex: '@inproceedings{Vazquez-Vilar_Ramírez_López-Valcarce_Vía_Santamaría_2011,
    place={Barcelona, Spain}, title={Spatial rank estimation in Cognitive Radio Networks
    with uncalibrated multiple antennas (invited paper)}, DOI={<a href="https://doi.org/10.1145/2093256.2093291">10.1145/2093256.2093291</a>},
    booktitle={Proc. Int. Conf. on Cognitive Radio and Advanced Spectrum Management},
    author={Vazquez-Vilar, G. and Ramírez, D. and López-Valcarce, R. and Vía, J. and
    Santamaría, I.}, year={2011} }'
  chicago: Vazquez-Vilar, G., D. Ramírez, R. López-Valcarce, J. Vía, and I. Santamaría.
    “Spatial Rank Estimation in Cognitive Radio Networks with Uncalibrated Multiple
    Antennas (Invited Paper).” In <i>Proc. Int. Conf. on Cognitive Radio and Advanced
    Spectrum Management</i>. Barcelona, Spain, 2011. <a href="https://doi.org/10.1145/2093256.2093291">https://doi.org/10.1145/2093256.2093291</a>.
  ieee: 'G. Vazquez-Vilar, D. Ramírez, R. López-Valcarce, J. Vía, and I. Santamaría,
    “Spatial rank estimation in Cognitive Radio Networks with uncalibrated multiple
    antennas (invited paper),” 2011, doi: <a href="https://doi.org/10.1145/2093256.2093291">10.1145/2093256.2093291</a>.'
  mla: Vazquez-Vilar, G., et al. “Spatial Rank Estimation in Cognitive Radio Networks
    with Uncalibrated Multiple Antennas (Invited Paper).” <i>Proc. Int. Conf. on Cognitive
    Radio and Advanced Spectrum Management</i>, 2011, doi:<a href="https://doi.org/10.1145/2093256.2093291">10.1145/2093256.2093291</a>.
  short: 'G. Vazquez-Vilar, D. Ramírez, R. López-Valcarce, J. Vía, I. Santamaría,
    in: Proc. Int. Conf. on Cognitive Radio and Advanced Spectrum Management, Barcelona,
    Spain, 2011.'
date_created: 2023-01-30T11:51:58Z
date_updated: 2023-01-30T11:56:20Z
department:
- _id: '263'
doi: 10.1145/2093256.2093291
place: Barcelona, Spain
publication: Proc. Int. Conf. on Cognitive Radio and Advanced Spectrum Management
status: public
title: Spatial rank estimation in Cognitive Radio Networks with uncalibrated multiple
  antennas (invited paper)
type: conference
user_id: '43497'
year: '2011'
...
---
_id: '40837'
abstract:
- lang: eng
  text: This paper considers linear precoding for time-varying multiple input multiple-output
    (MIMO) channels. We show that linear minimum mean-squared error (LMMSE) equalization
    based on the conjugate gradient (CG) method can result in significantly reduced
    complexity compared with conventional approaches. This reduction is achieved by
    incorporating a condition number constraint into the precoder optimization framework,
    which leads to clustered eigen values of the measurement covariance matrix. The
    cost is a small increase in MSE compared to the optimal precoder.
author:
- first_name: Jun
  full_name: Tong, Jun
  last_name: Tong
- first_name: Peter J.
  full_name: Schreier, Peter J.
  last_name: Schreier
- first_name: Steven R.
  full_name: Weller, Steven R.
  last_name: Weller
- first_name: Louis L.
  full_name: Scharf, Louis L.
  last_name: Scharf
citation:
  ama: 'Tong J, Schreier PJ, Weller SR, Scharf LL. Linear precoding for time-varying
    MIMO channels with low-complexity receivers. In: <i>Proc.\ IEEE Int.\ Conf.\ Acoustics,
    Speech and Signal Process.</i> ; 2011:3092–3095. doi:<a href="https://doi.org/10.1109/ICASSP.2011.5946312">10.1109/ICASSP.2011.5946312</a>'
  apa: Tong, J., Schreier, P. J., Weller, S. R., &#38; Scharf, L. L. (2011). Linear
    precoding for time-varying MIMO channels with low-complexity receivers. <i>Proc.\
    IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process.</i>, 3092–3095. <a href="https://doi.org/10.1109/ICASSP.2011.5946312">https://doi.org/10.1109/ICASSP.2011.5946312</a>
  bibtex: '@inproceedings{Tong_Schreier_Weller_Scharf_2011, title={Linear precoding
    for time-varying MIMO channels with low-complexity receivers}, DOI={<a href="https://doi.org/10.1109/ICASSP.2011.5946312">10.1109/ICASSP.2011.5946312</a>},
    booktitle={Proc.\ IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process.}, author={Tong,
    Jun and Schreier, Peter J. and Weller, Steven R. and Scharf, Louis L.}, year={2011},
    pages={3092–3095} }'
  chicago: Tong, Jun, Peter J. Schreier, Steven R. Weller, and Louis L. Scharf. “Linear
    Precoding for Time-Varying MIMO Channels with Low-Complexity Receivers.” In <i>Proc.\
    IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process.</i>, 3092–3095, 2011.
    <a href="https://doi.org/10.1109/ICASSP.2011.5946312">https://doi.org/10.1109/ICASSP.2011.5946312</a>.
  ieee: 'J. Tong, P. J. Schreier, S. R. Weller, and L. L. Scharf, “Linear precoding
    for time-varying MIMO channels with low-complexity receivers,” in <i>Proc.\ IEEE
    Int.\ Conf.\ Acoustics, Speech and Signal Process.</i>, 2011, pp. 3092–3095, doi:
    <a href="https://doi.org/10.1109/ICASSP.2011.5946312">10.1109/ICASSP.2011.5946312</a>.'
  mla: Tong, Jun, et al. “Linear Precoding for Time-Varying MIMO Channels with Low-Complexity
    Receivers.” <i>Proc.\ IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process.</i>,
    2011, pp. 3092–3095, doi:<a href="https://doi.org/10.1109/ICASSP.2011.5946312">10.1109/ICASSP.2011.5946312</a>.
  short: 'J. Tong, P.J. Schreier, S.R. Weller, L.L. Scharf, in: Proc.\ IEEE Int.\
    Conf.\ Acoustics, Speech and Signal Process., 2011, pp. 3092–3095.'
date_created: 2023-01-30T11:51:59Z
date_updated: 2023-01-30T11:56:22Z
department:
- _id: '263'
doi: 10.1109/ICASSP.2011.5946312
page: 3092–3095
publication: Proc.\ IEEE Int.\ Conf.\ Acoustics, Speech and Signal Process.
status: public
title: Linear precoding for time-varying MIMO channels with low-complexity receivers
type: conference
user_id: '43497'
year: '2011'
...
---
_id: '40830'
abstract:
- lang: eng
  text: Interference Alignment (IA) has been revealed as one of the most attractive
    transmission techniques for the K-user in- terference channel. In this work, we
    employ a multiuser Multiple-Input Multiple-Output (MIMO) testbed to analyze, in
    realistic indoor scenarios, the impact of channel state information errors on
    the sum-rate performance of IA. We restrict our study to a 3-user interference
    network in which each user transmits a single data stream using two transmit and
    two receive antennas. For this MIMO interference network, only two different IA
    solutions exist. We also evaluate the performance gain obtained in practice by
    using the IA solution that maximizes the sum-rate.
author:
- first_name: J. A.
  full_name: García-Naya, J. A.
  last_name: García-Naya
- first_name: L.
  full_name: Castedo, L.
  last_name: Castedo
- first_name: D.
  full_name: Ramírez, D.
  last_name: Ramírez
- first_name: I.
  full_name: Santamaría, I.
  last_name: Santamaría
citation:
  ama: 'García-Naya JA, Castedo L, Ramírez D, Santamaría I. Experimental Evaluation
    of Interference Alignment Under Imperfect Channel State Information. In: <i>Proc.\
    Eur.\ Signal Process.\ Conf.</i> ; 2011.'
  apa: García-Naya, J. A., Castedo, L., Ramírez, D., &#38; Santamaría, I. (2011).
    Experimental Evaluation of Interference Alignment Under Imperfect Channel State
    Information. <i>Proc.\ Eur.\ Signal Process.\ Conf.</i>
  bibtex: '@inproceedings{García-Naya_Castedo_Ramírez_Santamaría_2011, place={Barcelona,
    Spain}, title={Experimental Evaluation of Interference Alignment Under Imperfect
    Channel State Information}, booktitle={Proc.\ Eur.\ Signal Process.\ Conf.}, author={García-Naya,
    J. A. and Castedo, L. and Ramírez, D. and Santamaría, I.}, year={2011} }'
  chicago: García-Naya, J. A., L. Castedo, D. Ramírez, and I. Santamaría. “Experimental
    Evaluation of Interference Alignment Under Imperfect Channel State Information.”
    In <i>Proc.\ Eur.\ Signal Process.\ Conf.</i> Barcelona, Spain, 2011.
  ieee: J. A. García-Naya, L. Castedo, D. Ramírez, and I. Santamaría, “Experimental
    Evaluation of Interference Alignment Under Imperfect Channel State Information,”
    2011.
  mla: García-Naya, J. A., et al. “Experimental Evaluation of Interference Alignment
    Under Imperfect Channel State Information.” <i>Proc.\ Eur.\ Signal Process.\ Conf.</i>,
    2011.
  short: 'J.A. García-Naya, L. Castedo, D. Ramírez, I. Santamaría, in: Proc.\ Eur.\
    Signal Process.\ Conf., Barcelona, Spain, 2011.'
date_created: 2023-01-30T11:51:58Z
date_updated: 2023-01-30T11:56:17Z
department:
- _id: '263'
place: Barcelona, Spain
publication: Proc.\ Eur.\ Signal Process.\ Conf.
status: public
title: Experimental Evaluation of Interference Alignment Under Imperfect Channel State
  Information
type: conference
user_id: '43497'
year: '2011'
...
---
_id: '40832'
abstract:
- lang: eng
  text: This paper studies the design and analysis of large multiple-input multiple-output
    (MIMO) systems with linear precoding and Krylov subspace receivers. We design
    precoders that can improve performance with low-rank receivers. We then introduce
    a tool based on potential theory to analyze the convergence behavior of the mean-squared
    error (MSE). The effectiveness of the proposed precoder and the superexponential
    convergence of the MSE are demonstrated1.
author:
- first_name: Jun
  full_name: Tong, Jun
  last_name: Tong
- first_name: Peter J.
  full_name: Schreier, Peter J.
  last_name: Schreier
- first_name: Steven R.
  full_name: Weller, Steven R.
  last_name: Weller
citation:
  ama: 'Tong J, Schreier PJ, Weller SR. Precoder design and convergence analysis of
    MIMO systems with Krylov subspace receivers. In: <i>Proc.\ IEEE Int.\ Symp.\ Inform.\
    Theory</i>. ; 2011:2914–2918. doi:<a href="https://doi.org/10.1109/ISIT.2011.6034110">10.1109/ISIT.2011.6034110</a>'
  apa: Tong, J., Schreier, P. J., &#38; Weller, S. R. (2011). Precoder design and
    convergence analysis of MIMO systems with Krylov subspace receivers. <i>Proc.\
    IEEE Int.\ Symp.\ Inform.\ Theory</i>, 2914–2918. <a href="https://doi.org/10.1109/ISIT.2011.6034110">https://doi.org/10.1109/ISIT.2011.6034110</a>
  bibtex: '@inproceedings{Tong_Schreier_Weller_2011, title={Precoder design and convergence
    analysis of MIMO systems with Krylov subspace receivers}, DOI={<a href="https://doi.org/10.1109/ISIT.2011.6034110">10.1109/ISIT.2011.6034110</a>},
    booktitle={Proc.\ IEEE Int.\ Symp.\ Inform.\ Theory}, author={Tong, Jun and Schreier,
    Peter J. and Weller, Steven R.}, year={2011}, pages={2914–2918} }'
  chicago: Tong, Jun, Peter J. Schreier, and Steven R. Weller. “Precoder Design and
    Convergence Analysis of MIMO Systems with Krylov Subspace Receivers.” In <i>Proc.\
    IEEE Int.\ Symp.\ Inform.\ Theory</i>, 2914–2918, 2011. <a href="https://doi.org/10.1109/ISIT.2011.6034110">https://doi.org/10.1109/ISIT.2011.6034110</a>.
  ieee: 'J. Tong, P. J. Schreier, and S. R. Weller, “Precoder design and convergence
    analysis of MIMO systems with Krylov subspace receivers,” in <i>Proc.\ IEEE Int.\
    Symp.\ Inform.\ Theory</i>, 2011, pp. 2914–2918, doi: <a href="https://doi.org/10.1109/ISIT.2011.6034110">10.1109/ISIT.2011.6034110</a>.'
  mla: Tong, Jun, et al. “Precoder Design and Convergence Analysis of MIMO Systems
    with Krylov Subspace Receivers.” <i>Proc.\ IEEE Int.\ Symp.\ Inform.\ Theory</i>,
    2011, pp. 2914–2918, doi:<a href="https://doi.org/10.1109/ISIT.2011.6034110">10.1109/ISIT.2011.6034110</a>.
  short: 'J. Tong, P.J. Schreier, S.R. Weller, in: Proc.\ IEEE Int.\ Symp.\ Inform.\
    Theory, 2011, pp. 2914–2918.'
date_created: 2023-01-30T11:51:59Z
date_updated: 2023-01-30T11:56:33Z
department:
- _id: '263'
doi: 10.1109/ISIT.2011.6034110
page: 2914–2918
publication: Proc.\ IEEE Int.\ Symp.\ Inform.\ Theory
status: public
title: Precoder design and convergence analysis of MIMO systems with Krylov subspace
  receivers
type: conference
user_id: '43497'
year: '2011'
...
---
_id: '40831'
abstract:
- lang: eng
  text: Spectrum sensing is a key component of the Cognitive Radio paradigm. Primary
    signals are typically detected with uncalibrated receivers at signal-to-noise
    ratios (SNRs) well below decodability levels. Multiantenna detectors exploit spatial
    independence of receiver thermal noise to boost detection performance and robustness.
    We study the problem of detecting a Gaussian signal with rank-$P$ unknown spatial
    covariance matrix in spatially uncorrelated Gaussian noise with unknown covariance
    using multiple antennas. The generalized likelihood ratio test (GLRT) is derived
    for two scenarios. In the first one, the noises at all antennas are assumed to
    have the same (unknown) variance, whereas in the second, a generic diagonal noise
    covariance matrix is allowed in order to accommodate calibration uncertainties
    in the different antenna frontends. In the latter case, the GLRT statistic must
    be obtained numerically, for which an efficient method is presented. Furthermore,
    for asymptotically low SNR, it is shown that the GLRT does admit a closed form,
    and the resulting detector performs well in practice. Extensions are presented
    in order to account for unknown temporal correlation in both signal and noise,
    as well as frequency-selective channels.
author:
- first_name: D.
  full_name: Ramírez, D.
  last_name: Ramírez
- first_name: G.
  full_name: Vazquez-Vilar, G.
  last_name: Vazquez-Vilar
- first_name: R.
  full_name: López-Valcarce, R.
  last_name: López-Valcarce
- first_name: J.
  full_name: Vía, J.
  last_name: Vía
- first_name: I.
  full_name: Santamaría, I.
  last_name: Santamaría
citation:
  ama: Ramírez D, Vazquez-Vilar G, López-Valcarce R, Vía J, Santamaría I. Detection
    of rank-$P$ signals in Cognitive Radio Networks with uncalibrated multiple antennas.
    <i>{IEEE} {T}rans\ {S}ignal\ {P}rocess</i>. 2011;59(8):3764–3774. doi:<a href="https://doi.org/10.1109/TSP.2011.2146779">10.1109/TSP.2011.2146779</a>
  apa: Ramírez, D., Vazquez-Vilar, G., López-Valcarce, R., Vía, J., &#38; Santamaría,
    I. (2011). Detection of rank-$P$ signals in Cognitive Radio Networks with uncalibrated
    multiple antennas. <i>{IEEE} {T}rans.\ {S}ignal\ {P}rocess.</i>, <i>59</i>(8),
    3764–3774. <a href="https://doi.org/10.1109/TSP.2011.2146779">https://doi.org/10.1109/TSP.2011.2146779</a>
  bibtex: '@article{Ramírez_Vazquez-Vilar_López-Valcarce_Vía_Santamaría_2011, title={Detection
    of rank-$P$ signals in Cognitive Radio Networks with uncalibrated multiple antennas},
    volume={59}, DOI={<a href="https://doi.org/10.1109/TSP.2011.2146779">10.1109/TSP.2011.2146779</a>},
    number={8}, journal={{IEEE} {T}rans.\ {S}ignal\ {P}rocess.}, author={Ramírez,
    D. and Vazquez-Vilar, G. and López-Valcarce, R. and Vía, J. and Santamaría, I.},
    year={2011}, pages={3764–3774} }'
  chicago: 'Ramírez, D., G. Vazquez-Vilar, R. López-Valcarce, J. Vía, and I. Santamaría.
    “Detection of Rank-$P$ Signals in Cognitive Radio Networks with Uncalibrated Multiple
    Antennas.” <i>{IEEE} {T}rans.\ {S}ignal\ {P}rocess.</i> 59, no. 8 (2011): 3764–3774.
    <a href="https://doi.org/10.1109/TSP.2011.2146779">https://doi.org/10.1109/TSP.2011.2146779</a>.'
  ieee: 'D. Ramírez, G. Vazquez-Vilar, R. López-Valcarce, J. Vía, and I. Santamaría,
    “Detection of rank-$P$ signals in Cognitive Radio Networks with uncalibrated multiple
    antennas,” <i>{IEEE} {T}rans.\ {S}ignal\ {P}rocess.</i>, vol. 59, no. 8, pp. 3764–3774,
    2011, doi: <a href="https://doi.org/10.1109/TSP.2011.2146779">10.1109/TSP.2011.2146779</a>.'
  mla: Ramírez, D., et al. “Detection of Rank-$P$ Signals in Cognitive Radio Networks
    with Uncalibrated Multiple Antennas.” <i>{IEEE} {T}rans.\ {S}ignal\ {P}rocess.</i>,
    vol. 59, no. 8, 2011, pp. 3764–3774, doi:<a href="https://doi.org/10.1109/TSP.2011.2146779">10.1109/TSP.2011.2146779</a>.
  short: D. Ramírez, G. Vazquez-Vilar, R. López-Valcarce, J. Vía, I. Santamaría, {IEEE}
    {T}rans.\ {S}ignal\ {P}rocess. 59 (2011) 3764–3774.
date_created: 2023-01-30T11:51:59Z
date_updated: 2023-01-30T11:56:35Z
department:
- _id: '263'
doi: 10.1109/TSP.2011.2146779
intvolume: '        59'
issue: '8'
page: 3764–3774
publication: '{IEEE} {T}rans.\ {S}ignal\ {P}rocess.'
status: public
title: Detection of rank-$P$ signals in Cognitive Radio Networks with uncalibrated
  multiple antennas
type: journal_article
user_id: '43497'
volume: 59
year: '2011'
...
