[{"date_updated":"2022-01-06T06:51:11Z","title":"A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research","status":"public","year":"2016","author":[{"full_name":"Kinoshita, Keisuke","first_name":"Keisuke","last_name":"Kinoshita"},{"full_name":"Delcroix, Marc","last_name":"Delcroix","first_name":"Marc"},{"full_name":"Gannot, Sharon","last_name":"Gannot","first_name":"Sharon"},{"full_name":"Habets, Emanuel A. P.","last_name":"Habets","first_name":"Emanuel A. P."},{"first_name":"Reinhold","last_name":"Haeb-Umbach","full_name":"Haeb-Umbach, Reinhold","id":"242"},{"full_name":"Kellermann, Walter","first_name":"Walter","last_name":"Kellermann"},{"first_name":"Volker","last_name":"Leutnant","full_name":"Leutnant, Volker"},{"full_name":"Maas, Roland","first_name":"Roland","last_name":"Maas"},{"full_name":"Nakatani, Tomohiro","first_name":"Tomohiro","last_name":"Nakatani"},{"last_name":"Raj","first_name":"Bhiksha","full_name":"Raj, Bhiksha"},{"full_name":"Sehr, Armin","last_name":"Sehr","first_name":"Armin"},{"first_name":"Takuya","last_name":"Yoshioka","full_name":"Yoshioka, Takuya"}],"user_id":"44006","main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2016/REVERB_summary.pdf"}],"_id":"11840","language":[{"iso":"eng"}],"publication":"EURASIP Journal on Advances in Signal Processing","citation":{"bibtex":"@article{Kinoshita_Delcroix_Gannot_Habets_Haeb-Umbach_Kellermann_Leutnant_Maas_Nakatani_Raj_et al._2016, title={A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research}, journal={EURASIP Journal on Advances in Signal Processing}, author={Kinoshita, Keisuke and Delcroix, Marc and Gannot, Sharon and Habets, Emanuel A. P. and Haeb-Umbach, Reinhold and Kellermann, Walter and Leutnant, Volker and Maas, Roland and Nakatani, Tomohiro and Raj, Bhiksha and et al.}, year={2016} }","ama":"Kinoshita K, Delcroix M, Gannot S, et al. A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research. <i>EURASIP Journal on Advances in Signal Processing</i>. 2016.","mla":"Kinoshita, Keisuke, et al. “A Summary of the REVERB Challenge: State-of-the-Art and Remaining Challenges in Reverberant Speech Processing Research.” <i>EURASIP Journal on Advances in Signal Processing</i>, 2016.","chicago":"Kinoshita, Keisuke, Marc Delcroix, Sharon Gannot, Emanuel A. P. Habets, Reinhold Haeb-Umbach, Walter Kellermann, Volker Leutnant, et al. “A Summary of the REVERB Challenge: State-of-the-Art and Remaining Challenges in Reverberant Speech Processing Research.” <i>EURASIP Journal on Advances in Signal Processing</i>, 2016.","short":"K. Kinoshita, M. Delcroix, S. Gannot, E.A.P. Habets, R. Haeb-Umbach, W. Kellermann, V. Leutnant, R. Maas, T. Nakatani, B. Raj, A. Sehr, T. Yoshioka, EURASIP Journal on Advances in Signal Processing (2016).","ieee":"K. Kinoshita <i>et al.</i>, “A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research,” <i>EURASIP Journal on Advances in Signal Processing</i>, 2016.","apa":"Kinoshita, K., Delcroix, M., Gannot, S., Habets, E. A. P., Haeb-Umbach, R., Kellermann, W., … Yoshioka, T. (2016). A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research. <i>EURASIP Journal on Advances in Signal Processing</i>."},"type":"journal_article","department":[{"_id":"54"}],"oa":"1","date_created":"2019-07-12T05:29:16Z"},{"author":[{"first_name":"Axel","last_name":"Plinge","full_name":"Plinge, Axel"},{"last_name":"Jacob","first_name":"Florian","full_name":"Jacob, Florian"},{"id":"242","full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","first_name":"Reinhold"},{"full_name":"Fink, Gernot A.","first_name":"Gernot A.","last_name":"Fink"}],"publication_identifier":{"issn":["1053-5888"]},"year":"2016","title":"Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms","intvolume":"        33","date_updated":"2022-01-06T06:51:11Z","language":[{"iso":"eng"}],"doi":"10.1109/MSP.2016.2555198","issue":"4","publication":"IEEE Signal Processing Magazine","abstract":[{"lang":"eng","text":"Today, we are often surrounded by devices with one or more microphones, such as smartphones, laptops, and wireless microphones. If they are part of an acoustic sensor network, their distribution in the environment can be beneficially exploited for various speech processing tasks. However, applications like speaker localization, speaker tracking, and speech enhancement by beamforming avail themselves of the geometrical configuration of the sensors. Therefore, acoustic microphone geometry calibration has recently become a very active field of research. This article provides an application-oriented, comprehensive survey of existing methods for microphone position self-calibration, which will be categorized by the measurements they use and the scenarios they can calibrate. Selected methods will be evaluated comparatively with real-world recordings."}],"date_created":"2019-07-12T05:30:09Z","department":[{"_id":"54"}],"type":"journal_article","keyword":["Acoustic sensors","Microphones","Portable computers","Smart phones","Wireless communication","Wireless sensor networks"],"status":"public","_id":"11886","page":"14-29","volume":33,"user_id":"44006","citation":{"chicago":"Plinge, Axel, Florian Jacob, Reinhold Haeb-Umbach, and Gernot A. Fink. “Acoustic Microphone Geometry Calibration: An Overview and Experimental Evaluation of State-of-the-Art Algorithms.” <i>IEEE Signal Processing Magazine</i> 33, no. 4 (2016): 14–29. <a href=\"https://doi.org/10.1109/MSP.2016.2555198\">https://doi.org/10.1109/MSP.2016.2555198</a>.","short":"A. Plinge, F. Jacob, R. Haeb-Umbach, G.A. Fink, IEEE Signal Processing Magazine 33 (2016) 14–29.","apa":"Plinge, A., Jacob, F., Haeb-Umbach, R., &#38; Fink, G. A. (2016). Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms. <i>IEEE Signal Processing Magazine</i>, <i>33</i>(4), 14–29. <a href=\"https://doi.org/10.1109/MSP.2016.2555198\">https://doi.org/10.1109/MSP.2016.2555198</a>","ieee":"A. Plinge, F. Jacob, R. Haeb-Umbach, and G. A. Fink, “Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms,” <i>IEEE Signal Processing Magazine</i>, vol. 33, no. 4, pp. 14–29, 2016.","ama":"Plinge A, Jacob F, Haeb-Umbach R, Fink GA. Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms. <i>IEEE Signal Processing Magazine</i>. 2016;33(4):14-29. doi:<a href=\"https://doi.org/10.1109/MSP.2016.2555198\">10.1109/MSP.2016.2555198</a>","bibtex":"@article{Plinge_Jacob_Haeb-Umbach_Fink_2016, title={Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms}, volume={33}, DOI={<a href=\"https://doi.org/10.1109/MSP.2016.2555198\">10.1109/MSP.2016.2555198</a>}, number={4}, journal={IEEE Signal Processing Magazine}, author={Plinge, Axel and Jacob, Florian and Haeb-Umbach, Reinhold and Fink, Gernot A.}, year={2016}, pages={14–29} }","mla":"Plinge, Axel, et al. “Acoustic Microphone Geometry Calibration: An Overview and Experimental Evaluation of State-of-the-Art Algorithms.” <i>IEEE Signal Processing Magazine</i>, vol. 33, no. 4, 2016, pp. 14–29, doi:<a href=\"https://doi.org/10.1109/MSP.2016.2555198\">10.1109/MSP.2016.2555198</a>."}},{"project":[{"name":"SFB 901","_id":"1"},{"_id":"12","name":"SFB 901 - Subproject B4"},{"name":"SFB 901 - Project Area B","_id":"3"}],"file_date_updated":"2018-03-08T09:14:11Z","citation":{"mla":"Isenberg, Tobias. <i>Induction-Based Verification of Timed Systems</i>. Universität Paderborn, 2016.","bibtex":"@book{Isenberg_2016, title={Induction-based Verification of Timed Systems}, publisher={Universität Paderborn}, author={Isenberg, Tobias}, year={2016} }","ama":"Isenberg T. <i>Induction-Based Verification of Timed Systems</i>. Universität Paderborn; 2016.","ieee":"T. Isenberg, <i>Induction-based Verification of Timed Systems</i>. Universität Paderborn, 2016.","apa":"Isenberg, T. (2016). <i>Induction-based Verification of Timed Systems</i>. Universität Paderborn.","chicago":"Isenberg, Tobias. <i>Induction-Based Verification of Timed Systems</i>. Universität Paderborn, 2016.","short":"T. Isenberg, Induction-Based Verification of Timed Systems, Universität Paderborn, 2016."},"supervisor":[{"full_name":"Wehrheim, Heike","last_name":"Wehrheim","first_name":"Heike","id":"573"}],"type":"dissertation","department":[{"_id":"77"}],"file":[{"creator":"florida","date_created":"2018-03-08T06:23:21Z","relation":"main_file","date_updated":"2018-03-08T09:14:11Z","file_name":"1190-thesis_abgabeversion.pdf","access_level":"closed","file_size":3354335,"file_id":"1195","content_type":"application/pdf"}],"date_created":"2018-03-05T10:11:48Z","date_updated":"2022-01-06T06:51:12Z","has_accepted_license":"1","title":"Induction-based Verification of Timed Systems","status":"public","year":"2016","author":[{"first_name":"Tobias","last_name":"Isenberg","full_name":"Isenberg, Tobias"}],"user_id":"477","ddc":["040"],"publisher":"Universität Paderborn","_id":"1190"},{"department":[{"_id":"54"}],"oa":"1","type":"conference","date_created":"2019-07-12T05:30:35Z","abstract":[{"lang":"eng","text":"This paper describes automatic speech recognition (ASR) systems developed jointly by RWTH, UPB and FORTH for the 1ch, 2ch and 6ch track of the 4th CHiME Challenge. In the 2ch and 6ch tracks the final system output is obtained by a Confusion Network Combination (CNC) of multiple systems. The Acoustic Model (AM) is a deep neural network based on Bidirectional Long Short-Term Memory (BLSTM) units. The systems differ by front ends and training sets used for the acoustic training. The model for the 1ch track is trained without any preprocessing. For each front end we trained and evaluated individual acoustic models. We compare the ASR performance of different beamforming approaches: a conventional superdirective beamformer [1] and an MVDR beamformer as in [2], where the steering vector is estimated based on [3]. Furthermore we evaluated a BLSTM supported Generalized Eigenvalue beamformer using NN-GEV [4]. The back end is implemented using RWTH?s open-source toolkits RASR [5], RETURNN [6] and rwthlm [7]. We rescore lattices with a Long Short-Term Memory (LSTM) based language model. The overall best results are obtained by a system combination that includes the lattices from the system of UPB?s submission [8]. Our final submission scored second in each of the three tracks of the 4th CHiME Challenge."}],"citation":{"chicago":"Menne, Tobias, Jahn Heymann, Anastasios Alexandridis, Kazuki Irie, Albert Zeyer, Markus Kitza, Pavel Golik, et al. “The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation.” In <i>Computer Speech and Language</i>, 2016.","short":"T. Menne, J. Heymann, A. Alexandridis, K. Irie, A. Zeyer, M. Kitza, P. Golik, I. Kulikov, L. Drude, R. Schlüter, H. Ney, R. Haeb-Umbach, A. Mouchtaris, in: Computer Speech and Language, 2016.","ieee":"T. Menne <i>et al.</i>, “The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation,” in <i>Computer Speech and Language</i>, 2016.","apa":"Menne, T., Heymann, J., Alexandridis, A., Irie, K., Zeyer, A., Kitza, M., … Mouchtaris, A. (2016). The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation. In <i>Computer Speech and Language</i>.","bibtex":"@inproceedings{Menne_Heymann_Alexandridis_Irie_Zeyer_Kitza_Golik_Kulikov_Drude_Schlüter_et al._2016, title={The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation}, booktitle={Computer Speech and Language}, author={Menne, Tobias and Heymann, Jahn and Alexandridis, Anastasios and Irie, Kazuki and Zeyer, Albert and Kitza, Markus and Golik, Pavel and Kulikov, Ilia and Drude, Lukas and Schlüter, Ralf and et al.}, year={2016} }","ama":"Menne T, Heymann J, Alexandridis A, et al. The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation. In: <i>Computer Speech and Language</i>. ; 2016.","mla":"Menne, Tobias, et al. “The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation.” <i>Computer Speech and Language</i>, 2016."},"publication":"Computer Speech and Language","user_id":"44006","_id":"11908","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2016/chime4_rwthupbforth_paper.pdf","open_access":"1"}],"date_updated":"2022-01-06T06:51:12Z","author":[{"full_name":"Menne, Tobias","first_name":"Tobias","last_name":"Menne"},{"full_name":"Heymann, Jahn","last_name":"Heymann","first_name":"Jahn","id":"9168"},{"last_name":"Alexandridis","first_name":"Anastasios","full_name":"Alexandridis, Anastasios"},{"full_name":"Irie, Kazuki","last_name":"Irie","first_name":"Kazuki"},{"full_name":"Zeyer, Albert","first_name":"Albert","last_name":"Zeyer"},{"full_name":"Kitza, Markus","first_name":"Markus","last_name":"Kitza"},{"full_name":"Golik, Pavel","last_name":"Golik","first_name":"Pavel"},{"last_name":"Kulikov","first_name":"Ilia","full_name":"Kulikov, Ilia"},{"id":"11213","full_name":"Drude, Lukas","last_name":"Drude","first_name":"Lukas"},{"full_name":"Schlüter, Ralf","last_name":"Schlüter","first_name":"Ralf"},{"full_name":"Ney, Hermann","last_name":"Ney","first_name":"Hermann"},{"id":"242","last_name":"Haeb-Umbach","first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold"},{"full_name":"Mouchtaris, Athanasios","first_name":"Athanasios","last_name":"Mouchtaris"}],"year":"2016","title":"The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation","status":"public"},{"abstract":[{"text":"In this paper we demonstrate an algorithm to learn words from speech using non-parametric Bayesian hierarchical models in an unsupervised setting. We exploit the assumption of a hierarchical structure of speech, namely the formation of spoken words as a sequence of phonemes. We employ the Nested Hierarchical Pitman-Yor Language Model, which allows an a priori unknown and possibly unlimited number of words. We assume the n-gram probabilities of words, the m-gram probabilities of phoneme sequences in words and the phoneme sequences of the words themselves as latent variables to be learned. We evaluate the algorithm on a cross language task using an existing speech recognizer trained on English speech to decode speech in the Xitsonga language supplied for the 2015 ZeroSpeech challenge. We apply the learning algorithm on the resulting phoneme graphs and achieve the highest token precision and F score compared to present systems.","lang":"eng"}],"related_material":{"link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2016/WaHa16_Talk.pdf","relation":"supplementary_material","description":"Presentation"}]},"publication":"38th German Conference on Pattern Recognition (GCPR 2016)","citation":{"mla":"Walter, Oliver, and Reinhold Haeb-Umbach. “Unsupervised Word Discovery from Speech Using Bayesian Hierarchical Models.” <i>38th German Conference on Pattern Recognition (GCPR 2016)</i>, 2016.","bibtex":"@inproceedings{Walter_Haeb-Umbach_2016, title={Unsupervised Word Discovery from Speech using Bayesian Hierarchical Models}, booktitle={38th German Conference on Pattern Recognition (GCPR 2016)}, author={Walter, Oliver and Haeb-Umbach, Reinhold}, year={2016} }","ama":"Walter O, Haeb-Umbach R. Unsupervised Word Discovery from Speech using Bayesian Hierarchical Models. In: <i>38th German Conference on Pattern Recognition (GCPR 2016)</i>. ; 2016.","ieee":"O. Walter and R. Haeb-Umbach, “Unsupervised Word Discovery from Speech using Bayesian Hierarchical Models,” in <i>38th German Conference on Pattern Recognition (GCPR 2016)</i>, 2016.","apa":"Walter, O., &#38; Haeb-Umbach, R. (2016). Unsupervised Word Discovery from Speech using Bayesian Hierarchical Models. In <i>38th German Conference on Pattern Recognition (GCPR 2016)</i>.","short":"O. Walter, R. Haeb-Umbach, in: 38th German Conference on Pattern Recognition (GCPR 2016), 2016.","chicago":"Walter, Oliver, and Reinhold Haeb-Umbach. “Unsupervised Word Discovery from Speech Using Bayesian Hierarchical Models.” In <i>38th German Conference on Pattern Recognition (GCPR 2016)</i>, 2016."},"type":"conference","department":[{"_id":"54"}],"oa":"1","date_created":"2019-07-12T05:30:49Z","date_updated":"2022-01-06T06:51:12Z","year":"2016","status":"public","title":"Unsupervised Word Discovery from Speech using Bayesian Hierarchical Models","author":[{"full_name":"Walter, Oliver","last_name":"Walter","first_name":"Oliver"},{"last_name":"Haeb-Umbach","first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold","id":"242"}],"user_id":"44006","main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2016/WaHa16.pdf"}],"language":[{"iso":"eng"}],"_id":"11920"},{"doi":"10.1109/icc.2016.7511318","user_id":"49154","language":[{"iso":"eng"}],"_id":"11975","date_updated":"2022-01-06T06:51:14Z","publication_status":"published","publication_identifier":{"isbn":["9781479966646"]},"author":[{"first_name":"Johannes","last_name":"Blobel","full_name":"Blobel, Johannes"},{"last_name":"Sommer","first_name":"Christoph","orcid":"0000-0002-4336-7350","full_name":"Sommer, Christoph","id":"49154"},{"last_name":"Dressler","first_name":"Falko","full_name":"Dressler, Falko"}],"status":"public","title":"Protocol options for low power sensor network MAC using wake-up receivers with duty cycling","year":"2016","department":[{"_id":"589"}],"type":"conference","date_created":"2019-07-18T09:51:21Z","citation":{"short":"J. Blobel, C. Sommer, F. Dressler, in: 2016 IEEE International Conference on Communications (ICC), 2016.","chicago":"Blobel, Johannes, Christoph Sommer, and Falko Dressler. “Protocol Options for Low Power Sensor Network MAC Using Wake-up Receivers with Duty Cycling.” In <i>2016 IEEE International Conference on Communications (ICC)</i>, 2016. <a href=\"https://doi.org/10.1109/icc.2016.7511318\">https://doi.org/10.1109/icc.2016.7511318</a>.","apa":"Blobel, J., Sommer, C., &#38; Dressler, F. (2016). Protocol options for low power sensor network MAC using wake-up receivers with duty cycling. In <i>2016 IEEE International Conference on Communications (ICC)</i>. <a href=\"https://doi.org/10.1109/icc.2016.7511318\">https://doi.org/10.1109/icc.2016.7511318</a>","ieee":"J. Blobel, C. Sommer, and F. Dressler, “Protocol options for low power sensor network MAC using wake-up receivers with duty cycling,” in <i>2016 IEEE International Conference on Communications (ICC)</i>, 2016.","ama":"Blobel J, Sommer C, Dressler F. Protocol options for low power sensor network MAC using wake-up receivers with duty cycling. In: <i>2016 IEEE International Conference on Communications (ICC)</i>. ; 2016. doi:<a href=\"https://doi.org/10.1109/icc.2016.7511318\">10.1109/icc.2016.7511318</a>","bibtex":"@inproceedings{Blobel_Sommer_Dressler_2016, title={Protocol options for low power sensor network MAC using wake-up receivers with duty cycling}, DOI={<a href=\"https://doi.org/10.1109/icc.2016.7511318\">10.1109/icc.2016.7511318</a>}, booktitle={2016 IEEE International Conference on Communications (ICC)}, author={Blobel, Johannes and Sommer, Christoph and Dressler, Falko}, year={2016} }","mla":"Blobel, Johannes, et al. “Protocol Options for Low Power Sensor Network MAC Using Wake-up Receivers with Duty Cycling.” <i>2016 IEEE International Conference on Communications (ICC)</i>, 2016, doi:<a href=\"https://doi.org/10.1109/icc.2016.7511318\">10.1109/icc.2016.7511318</a>."},"publication":"2016 IEEE International Conference on Communications (ICC)"},{"publication":"2016 IEEE International Conference on Communications (ICC)","citation":{"chicago":"Campolo, Claudia, Christoph Sommer, Falko Dressler, and Antonella Molinaro. “On the Impact of Adjacent Channel Interference in Multi-Channel VANETs.” In <i>2016 IEEE International Conference on Communications (ICC)</i>, 2016. <a href=\"https://doi.org/10.1109/icc.2016.7511085\">https://doi.org/10.1109/icc.2016.7511085</a>.","short":"C. Campolo, C. Sommer, F. Dressler, A. Molinaro, in: 2016 IEEE International Conference on Communications (ICC), 2016.","apa":"Campolo, C., Sommer, C., Dressler, F., &#38; Molinaro, A. (2016). On the impact of adjacent channel interference in multi-channel VANETs. In <i>2016 IEEE International Conference on Communications (ICC)</i>. <a href=\"https://doi.org/10.1109/icc.2016.7511085\">https://doi.org/10.1109/icc.2016.7511085</a>","ieee":"C. Campolo, C. Sommer, F. Dressler, and A. Molinaro, “On the impact of adjacent channel interference in multi-channel VANETs,” in <i>2016 IEEE International Conference on Communications (ICC)</i>, 2016.","ama":"Campolo C, Sommer C, Dressler F, Molinaro A. On the impact of adjacent channel interference in multi-channel VANETs. In: <i>2016 IEEE International Conference on Communications (ICC)</i>. ; 2016. doi:<a href=\"https://doi.org/10.1109/icc.2016.7511085\">10.1109/icc.2016.7511085</a>","bibtex":"@inproceedings{Campolo_Sommer_Dressler_Molinaro_2016, title={On the impact of adjacent channel interference in multi-channel VANETs}, DOI={<a href=\"https://doi.org/10.1109/icc.2016.7511085\">10.1109/icc.2016.7511085</a>}, booktitle={2016 IEEE International Conference on Communications (ICC)}, author={Campolo, Claudia and Sommer, Christoph and Dressler, Falko and Molinaro, Antonella}, year={2016} }","mla":"Campolo, Claudia, et al. “On the Impact of Adjacent Channel Interference in Multi-Channel VANETs.” <i>2016 IEEE International Conference on Communications (ICC)</i>, 2016, doi:<a href=\"https://doi.org/10.1109/icc.2016.7511085\">10.1109/icc.2016.7511085</a>."},"type":"conference","department":[{"_id":"589"}],"date_created":"2019-07-18T09:51:57Z","publication_status":"published","date_updated":"2022-01-06T06:51:15Z","title":"On the impact of adjacent channel interference in multi-channel VANETs","status":"public","year":"2016","author":[{"full_name":"Campolo, Claudia","last_name":"Campolo","first_name":"Claudia"},{"id":"49154","full_name":"Sommer, Christoph","last_name":"Sommer","first_name":"Christoph","orcid":"0000-0002-4336-7350"},{"last_name":"Dressler","first_name":"Falko","full_name":"Dressler, Falko"},{"last_name":"Molinaro","first_name":"Antonella","full_name":"Molinaro, Antonella"}],"publication_identifier":{"isbn":["9781479966646"]},"user_id":"49154","doi":"10.1109/icc.2016.7511085","_id":"11988","language":[{"iso":"eng"}]},{"doi":"10.1109/infcomw.2016.7562101","user_id":"49154","_id":"12011","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:15Z","publication_status":"published","author":[{"first_name":"Florian","last_name":"Hagenauer","full_name":"Hagenauer, Florian"},{"id":"49154","orcid":"0000-0002-4336-7350","last_name":"Sommer","first_name":"Christoph","full_name":"Sommer, Christoph"},{"last_name":"Merschjohann","first_name":"Simon","full_name":"Merschjohann, Simon"},{"full_name":"Higuchi, Takamasa","first_name":"Takamasa","last_name":"Higuchi"},{"last_name":"Dressler","first_name":"Falko","full_name":"Dressler, Falko"},{"first_name":"Onur","last_name":"Altintas","full_name":"Altintas, Onur"}],"publication_identifier":{"isbn":["9781467399555"]},"year":"2016","status":"public","title":"Cars as the base for service discovery and provision in highly dynamic networks","department":[{"_id":"589"}],"type":"conference","date_created":"2019-07-18T09:53:13Z","citation":{"ieee":"F. Hagenauer, C. Sommer, S. Merschjohann, T. Higuchi, F. Dressler, and O. Altintas, “Cars as the base for service discovery and provision in highly dynamic networks,” in <i>2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>, 2016.","apa":"Hagenauer, F., Sommer, C., Merschjohann, S., Higuchi, T., Dressler, F., &#38; Altintas, O. (2016). Cars as the base for service discovery and provision in highly dynamic networks. In <i>2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>. <a href=\"https://doi.org/10.1109/infcomw.2016.7562101\">https://doi.org/10.1109/infcomw.2016.7562101</a>","chicago":"Hagenauer, Florian, Christoph Sommer, Simon Merschjohann, Takamasa Higuchi, Falko Dressler, and Onur Altintas. “Cars as the Base for Service Discovery and Provision in Highly Dynamic Networks.” In <i>2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)</i>, 2016. <a href=\"https://doi.org/10.1109/infcomw.2016.7562101\">https://doi.org/10.1109/infcomw.2016.7562101</a>.","short":"F. Hagenauer, C. Sommer, S. Merschjohann, T. Higuchi, F. Dressler, O. 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Self-aware computing systems will have the ability to utilise this knowledge to effectively and autonomously adapt and explain their behaviour, in changing conditions. This book addresses these fundamental concepts from an engineering perspective, aiming at developing primitives for building systems and applications. 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