List of Publications

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Books and Book Chapter

  1. L. Davoli, V. Mattioli, S. Gambetta, L. Belli, L. Carnevali, M. Martaḷ, A. Sgoifo, R. Raheli and G. Ferrari, "Non-invasive psycho-physiological driver monitoring through IoT-oriented systems", Chapter 2 in "The Internet of Medical Things: Enabling technologies and emerging applications", edited by S.K. Pani, P. Patra, G. Ferrari, R. Kraleva and X. Wang, 2021. Online ISBN 978-1-83953-274-0, Print ISBN: 978-1-83953-273-3, DOI: 10.1049/PBHE034E_ch2.
  2. V. Mattioli, D. Alinovi, F. Pisani, G. Ferrari, R. Raheli, "Video-based solutions for newborn monitoring", Chapter 14 in "The Internet of Medical Things: Enabling technologies and emerging applications", edited by S.K. Pani, P. Patra, G. Ferrari, R. Kraleva and X. Wang, 2021. Online ISBN 978-1-83953-274-0, Print ISBN: 978-1-83953-273-3, DOI: 10.1049/PBHE034E_ch14 .
  3. V. Mattioli, D. Alinovi, F. Pisani, G. Ferrari, R. Raheli, "Respiration Monitoring by Video Signal Processing", Chapter 8 in "ICT for Health: Sensing, Data Analysis, Applications" , edited by M. Rossi, G. Cisotto, R. Raheli, Roma, 2021. Online ISBN 978-88-94982-54-1, Print ISBN: 978-88-94982-53-4
  4. K. Dostert, M. Girotto, L. Lampe, R. Raheli, D. Rieken, T. G. Swart, A. M. Tonello, A. J. H. Vinck, S. Weiss, "Digital transmission techniques", Chapter 5 in "Power Line Communications: Principles, Standards and Applications from Multimedia to Smart Grid: Second Edition", edited by L. Lampe, A. M. Tonello, T. G. Swart, John Wiley & Sons, London, 2016. Online ISBN: 978-111867668-4, Print ISBN 978-111867671-4, DOI: 10.1002/9781118676684.ch5.
  5. A. Abrardo, M. Martaḷ, and G. Ferrari, "Decision Fusion in Cognitive Wireless Sensor Networks," chapter contribution in Multisensor Data Fusion: From Algorithms and Architectural Design to Applications, pp. 349-362, edited by H. Fourati. CRC Press, 2015. ISBN: 978-1-4822-6374-9.
  6. S. Nallgonda, S. Dhar Roy, S. Kundu, G. Ferrari, and R. Raheli, "Cooperative Spectrum Sensing with Censoring of Cognitive Radios and MRC-Based Fusion in Fading and Shadowing Channels", Chapter 2 in "Handbook of Research on Software-Defined and Cognitive Radio Technologies for Dynamic Spectrum Management", edited by N. Kaabouch and W.-C. Hu, IGI-Global, 2014. ISBN: 9781466665712, DOI: 10.4018/978-1-4666-6571-2.
  7. S. Nallgonda, S. Dhar Roy, S. Kundu, G. Ferrari, and R. Raheli, "Cooperative Spectrum Sensing with Censoring of Cognitive Radios in Fading Channel Under Majority Logic Fusion", Chapter 7 in "Cognitive Communication and Cooperative HetNet Coexistence", edited by M. G. Di Benedetto and F. Bader, Springer, 2014. ISBN: 978-3-319-01401-2 and 978-3-319-01402-9 (eBook), DOI: 10.1007/978-3-319-01402-9.
  8. G. Spigoni, S. Busanelli, M. Martaḷ, G. Ferrari, and N. Iotti, "Vertical Handover in Heterogeneous Networks: a Comparative Experimental and Simulation-based Investigation," chapter contribution in Heterogeneous Cellular Networks, pp. 265-286, edited by R. Q. Hu and Y. Qian. Wiley, 2013. ISBN: 978-1-1199-9912-6.
  9. M. Martaḷ, G. Ferrari, and C. Malavenda, "Wireless Sensor Networks and Audio Signal Processing for Homeland Security," chapter contribution in Effective Surveillance for Homeland Security: Balancing Technology and Social Issues, pp. 457-488, edited by F. Flammini, R. Setola, and G. Franceschetti. Chapman and Hall/CRC Press (Taylor and Francis Group), 2013. ISBN: 978-1-4398-8324-2.
  10. C. Buratti, M. Martaḷ, R. Verdone, and G. Ferrari, "Sensor Networks with IEEE 802.15.4 Systems: Distributed Processing, MAC, and Connectivity," Springer, Germany, 2011. ISBN: 978-3-642-17489-6.
  11. S. Busanelli, M. Martaḷ, G. Ferrari, G. Spigoni, and N. Iotti, "Experimental Investigation of Vertical Handover Algorithms Between WiFi and UMTS Networks," chapter contribution in Communication and Networking, Part I, pp. 137-146, edited by C.-C. Chang, M. Li, C. Rong, C. Z. Patrikakis, and D. Slezak. Springer, 2011. ISBN: 978-3642175862.
  12. M. Martaḷ and G. Ferrari, "Low-complexity Audio Signal Processing for Localization in Indoor Scenarios," chapter contribution in The Internet of Things: 20th Tyrrhenian Workshop on Digital Communications, pp. 167-176, edited by D. Giusto, A. Iera, G. Morabito, and L. Atzori. Springer, 2010. ISBN: 978-1-4419-1673-0.
  13. M. Franceschini, G. Ferrari, R. Raheli, LDPC Coded Modulations, Springer, 2009, ISBN: 978-3-540-69455-7, DOI: 10.1007/978-3-540-69457-1.
  14. G. Ferrari, M. Martaḷ, and M. Sarti, "Reduced-Complexity Decentralized Detection of Spatially Non-constant Phenomena," chapter contribution in Grid Enabled Instrumentation and Measurement, pp. 33-54, edited by F. Davoli, N. Meyer, R. Pugliese, and S. Zappatore. Springer, October 2008. ISBN: 978-0-387-09662-9.
  15. G. Ferrari, P. Medagliani, and M. Martaḷ, "Performance Analysis of Zigbee Wireless Sensor Networks with Relaying," chapter contribution in Grid Enabled Instrumentation and Measurement, pp. 55-79, edited by F. Davoli, N. Meyer, R. Pugliese, and S. Zappatore. Springer, October 2008. ISBN: 978-0-387-09662-9.
  16. G. Ferrari, G. Colavolpe, R. Raheli, Detection Algorithms for Wireless Communications, with Applications to Wired and Storage Systems, John Wiley & Sons, London, 2004, ISBN: 0-470-85828-1.
  17. R. Raheli, G. Colavolpe, Trasmissione Numerica, Monte Università Parma, Parma, 2004, ISBN: 88-7847-096-1.
  18. G. Ferrari, G. Colavolpe, R. Raheli, "Noncoherent iterative decoding of spectrally efficient coded modulations", Chapter 4 in Turbo Codes: Error Correcting Codes of Widening Application, Edited by M. Jézéquel and R. Pyndiah, Hermes Penton Science, London, 2002, ISBN: 1-9039-9626-0.
  19. R. Raheli, Esercizi di Teoria dei Segnali, Santa Croce, Parma, 1998.

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Journals

  1. V. Mattioli, D. Alinovi, G. Ferrari, F. Pisani, and R. Raheli, "Motion magnification algorithms for video-based breathing monitoring," Biomedical Signal Processing and Control (Elsevier), vol. 86, part A, pp. 105148, Sept. 2023.
  2. M. Martaḷ, and R. Raheli, "Outage capacity analysis of the massive MIMO diversity channel," Physical Communication (Elsevier), vol. 53, pp. 101683, Aug. 2022.
  3. A. Opinto, M. Martaḷ, A. Costalunga, N. Strozzi, C. Tripodi, and R. Raheli, "Experimental analysis and design guidelines for microphone virtualization in automotive scenarios," Transactions on Audio, Speech, and Language Processing (IEEE/ACM), vol. 30, pp. 2337 - 2346, July 2022.
  4. V. Mattioli, D. Alinovi, and R. Raheli, "Maximum likelihood speed estimation of moving objects in video signals," Signal Processing (Elsevier), vol. 196, pp. 108528, July 2022.
  5. R. Statello, L. Carnevali, D. Alinovi, F. Pisani, and A. Sgoifo, "Heart rate variability in neonatal patients with seizures," Clinical Neurophysiology (Elsevier), vol. 129, pp. 2534-2540, Dec. 2018.
  6. D. Alinovi, "Video processing for remote respiration monitoring," Electronic Letters on Computer Vision and Image Analysis (CVC Press - UAB), vol. 16, no. 2, pp. 9-12, Dec. 2017.
  7. D. Alinovi, G. Ferrari, F. Pisani, and R. Raheli, "Markov chain modeling and simulation of breathing patterns," Biomedical Signal Processing and Control (Elsevier), vol. 33, pp. 245-254, Mar. 2017.
  8. L. Cattani, D. Alinovi, G. Ferrari, R. Raheli, E. Pavlidis, C. Spagnoli, and F. Pisani, "Monitoring infants by automatic video processing: A unified approach to motion analysis," Computers in Biology and Medicine (Elsevier), vol. 80, pp. 158-165, Jan. 2017.
  9. M. Martaḷ, G. Ferrari, M. Asim, J. Gambini, C. Mazzucco, G. Cannalire, S. Bianchi, and R. Raheli, "Pragmatic phase noise compensation for high-order coded modulations", in IET Communications, Print ISSN 1751-8628, Online ISSN 1751-8636, vol. 10, no. 15, 13 October 2016, pp. 1956-1963, DOI: 10.1049/iet-com.2016.0215.
  10. M. Martaḷ, and R. Raheli, "Models, statistics, and rates of binary correlated sources," in Elsevier Physical Communication., vol. 19, pp. 70-80, June 2016 (online 19 April 2016), DOI: 10.1016/j.phycom.2016.04.002.
  11. F. Pisani, E. Pavlidis, L. Cattani, G. Ferrari, R. Raheli, and C. Spagnoli, "Optimizing detection rate and characterisation of subtle paroxysmal neonatal abnormal facial movements with multi-camera video-EEG recordings," in Thieme Neuropediatrics,ISSN 0174-304X, vol. 47, no. 3, pp. 169-174, April 2016, DOI: 10.1055/s-0036-1582245.
  12. M. Martaḷ, C. Tripodi, and R. Raheli, "Simple upper bound on the information rate of the phase noise channel," in IET Electronics Letters, Print ISSN 0013-5194, Online ISSN 1350-911X, vol. 52, No. 7, pp. 517-519, 1 April 2016, DOI: 10.1049/el.2015.3170.
  13. F. Pisani, C. Spagnoli, E. Pavlidis, C. Facini, G. M. Kouamou Ntonfo, G. Ferrari, and R. Raheli, "Real-time automated detection of clonic seizures in newborns," in Elsevier Clinical Neurophysiology, vol. 125, no. 8, pp. 1533-1540, August 2014, DOI: 10.1016/j.clinph.2013.12.119. See also Editorial by J. Jacobs, "Detecting neonatal seizures: A challenge accepted!", in the same issue, pp. 1501-1503, DOI:10.1016/j.clinph.2014.02.003.
  14. A. Abrardo, G. Ferrari, M. Martaḷ, M. Franceschini, and R. Raheli, "Orthogonal Multiple Access with Correlated Sources: Feasible Region and Pragmatic Schemes," in IEEE Trans. Commun., vol. 62, pp. 2531-2543, July 2014, DOI:10.1109/TCOMM.2014.2325039.
  15. S. Dhar Roy, S. Kundu, G. Ferrari, and R. Raheli, "On spectrum sensing in cognitive radio CDMA networks with beamforming," in Elsevier Physical Communication., vol. 9, pp. 73-87, December 2013, DOI: 10.1016/j.phycom.2013.08.001.
  16. S. Dhar Roy, S. Kundu, G. Ferrari, and R. Raheli, "Cognitive radio CDMA networking with spectrum sensing," in Wiley Int. J. Commun. Syst. First published online: August 2012, vol. 27, pp. 1582-1600, October 2014, DOI: 10.1002/dac.2421.
  17. G. M. Kouamou Ntonfo, G. Ferrari, R. Raheli, and F. Pisani, "Low-complexity image processing for real-time detection of neonatal clonic seizures," in IEEE Trans. Inform. Tech. in BioMedicine, vol. 16, pp. 375-382, May 2012, DOI: 10.1109/TITB.2012.2186586.

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Conference proceedings

  1. A. Borroni, M. Martaḷ, A. Costalunga, C. Tripodi, and R. Raheli, "A Stochastic Model of the Acoustic Response inside the Cabin of an Automobile," AEIT 2023 International Conference on Electrial and Electronic Technologies for Automotive, Modena, Italy, July 2023.
  2. V. Mattioli, L. Davoli, L. Belli, G. Ferrari, and R. Raheli, "Thermal Camera-based Driver Monitoring in the Automotive Scenario," AEIT 2023 International Conference on Electrial and Electronic Technologies for Automotive, Modena, Italy, July 2023.
  3. A. Borroni, M. Martaḷ, A. Costalunga, C. Tripodi, and R. Raheli, "Pressure matching with optimized target phase for personal sound zone systems," Proc. Intern. Conf. on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Maldives, Italy, Nov. 2022, pp. 1-6, DOI: 10.1109/ICECCME55909.2022.9988138.
  4. A. Borroni, M. Martaḷ, C. Tripodi and R. Raheli, "Experimental Analysis of Individual Listening Zone Algorithms in Controlled Environments," I3DA 2021 International Conference Immersive and 3D Audio: from Architecture to Automotive, Bologna, Italy, Sep. 2021, pp. 1-7, DOI: 10.1109/I3DA48870.2021.9610882.
  5. A. Opinto, M. Martaḷ, A. Costalunga, N. Strozzi, C. Tripodi and R. Raheli, "Experimental Results on Observation Filter Estimation for Microphone Virtualization," I3DA 2021 International Conference Immersive and 3D Audio: from Architecture to Automotive, Bologna, Italy, Sep. 2021, pp. 1-7, DOI: 10.1109/I3DA48870.2021.9610830.
  6. V. Mattioli, D. Alinovi and R. Raheli, "A Maximum Likelihood Approach to Speed Estimation of Foreground Objects in Video Signals," in Proc. 2020 28th European Signal Processing Conference (EUSIPCO 2020), Amsterdam, Netherlands, Jan 2021, pp. 715-719, DOI: 10.23919/Eusipco47968.2020.9287813.
  7. A. Opinto, M. Martaḷ, C. Tripodi, A. Costalunga, L. Cattani and R. Raheli, "Performance Analysis of Feedback MIMO ANC in Experimental Automotive Environment," 14th International Conference on Signal Processing and Communication Systems, ICSPCS 2020, Adelaide, South Australia, Dec. 2020, pp. 1-6 , DOI: 10.1109/ICSPCS50536.2020.9310039.
  8. A. Opinto, M. Martaḷ, C. Tripodi, A. Costalunga, L. Cattani and R. Raheli, "Heuristic Design of Feedback Active Noise Control for Automotive Applications," 2020 43rd International Conference on Telecommunications and Signal Processing (TSP), Milan, Italy, July 2020, pp. 256-259, DOI: 10.1109/TSP49548.2020.9163500.
  9. V. Mattioli, D. Alinovi and R. Raheli, "On Motion Analysis of Multiple Time-Variant Objects in Video Sequences," 2020 43rd International Conference on Telecommunications and Signal Processing (TSP), Milan, Italy, July 2020, pp. 445-448, DOI: 10.1109/TSP49548.2020.9163577.
  10. F. Carpi, C. Häger, M. Martaḷ , R. Raheli, and H. D. Pfister, " Reinforcement learning for channel coding: learned bit-flipping decoding," Annual Allerton Conference on Communication, Control, and Computing, Urbana-Champaign, IL, USA, September 2019.
  11. F. Carpi, L. Davoli, M. Martaḷ, A. Cilfone, Y. Yu, Y. Wang, and G. Ferrari, " RSSI-based methods for LOS/NLOS channel identification in indoor scenarios," IEEE Int. Symposium on Wireless Communication Systems (ISWCS), pp. 171-175, Oulu, Finland, August 2019.
  12. M. Martalò, A. Opinto, M. Maso, M. Debbah and R. Raheli, " Low-complexity channel estimation in OFDM MU-MIMO next generation cellular networks," in Proc. 2018 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Bologna, Italy, Sept. 2018, pp. 1887-1891.
  13. D. Alinovi, G. Ferrari, F. Pisani, and R. Raheli, " Respiratory rate monitoring by video processing using local motion magnification," in Proc. 2018 26th European Signal Processing Conference (EUSIPCO), Rome, Italy, Sept. 2018, pp. 1794-1798.
  14. D. Alinovi and R. Raheli, "Extraction of periodic features from video signals," in Proc. of the Ninth International Conferences on Advances in Multimedia (MMEDIA), Venice, Italy, Apr. 2017, pp. 95-100.
  15. D. Alinovi, G. Ferrari, F. Pisani, and R. Raheli, "Respiratory rate monitoring by maximum likelihood video processing," in Proc. 2016 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Limassol, Cyprus, Dec. 2016, pp. 172-177.
  16. D. Alinovi, L. Cattani, G. Ferrari, F. Pisani, and R. Raheli, "Video simulation of apnoea episodes," in Proc. 2015 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), Turin, Italy, June 2015, pp. 1-6.
  17. D. Alinovi, L. Cattani, G. Ferrari, F. Pisani, and R. Raheli, "Spatio-temporal video processing for respiratory rate estimation," in Proc. 2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Turin, Italy, May 2015, pp. 12-17.
  18. L. Cattani, D. Alinovi , G. Ferrari, R. Raheli, E. Pavlidis, C. Spagnoli, and F. Pisani,"A wire-free, non-invasive, low-cost video processing-based approach to neonatal apnoea detection," in Proc. 2014 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BIOMS), Rome, Italy, Oct. 2014, pp. 67-73.
  19. L. Cattani, G. M. Kouamou Ntonfo, F. Lofino, G. Ferrari, R. Raheli and F. Pisani, "Maximum-likelihood detection of neonatal clonic seizures by video image processing," in Proc. IEEE Intern. Symp. Medical Inform. Commun. Technol. (ISMICT 2014), Florence, Italy, April 2014, pp. 1-5, DOI: 10.1109/ISMICT.2014.6825219.
  20. C. Tripodi, G. Ferrari, R. Pighi and R. Raheli, "Echo cancellation in a power line modem in the presence of abrupt channel variations," in Proc. IEEE Intern. Symp. Power-Line Commun. and Its Applications (ISPLC 2014), Glasgow, United Kingdom, March 2014, pp. 208-213, DOI: 10.1109/ISPLC.2014.6812368.
  21. S. Nallagonda, S. Dhar Roy, S. Kundu, G. Ferrari and R. Raheli, "Cooperative spectrum sensing with censoring of cognitive radios with majority logic fusion in Hoyt fading," in Proc. Int. Conf. Advanced Networks Telecommun. Systems (ANTS 2013), Chennai, India, Italy, December 2013, pp. 1-6, DOI: 10.1109/ANTS.2013.6802864.
  22. S. Nallagonda, S. Dhar Roy, S. Kundu, G. Ferrari and R. Raheli, "Performance of MRC fusion-based cooperative spectrum sensing with censoring of cognitive radios in Rayleigh fading channels," in Proc. Int. Wireless Commun. & Mobile Computing Conf. (IWCMC 2013), Invited Contribution, Cagliari, Italy, July 2013, pp. 30-35, DOI: 10.1109/IWCMC.2013.6583530.
  23. M. Martaḷ, C. Tripodi and R. Raheli, "On the information rate of phase noise limited communications," in Proc. Information Theory & Applications Workshop (ITA 2013), Invited Contribution, UCSD, San Diego, California, USA, February 2013, pp. 1-7, DOI: 10.1109/ITA.2013.6502969.
  24. S. Nallagonda, S. Dhar Roy, S. Kundu, G. Ferrari and R. Raheli, "Cooperative spectrum sensing with censoring of cognitive radios in Rayleigh fading under majority logic fusion," in Proc. National Conference on Communications (NCC 2013), Delhi, India, February 2013, pp. 1-5, DOI: 10.1109/NCC.2013.6487926.
  25. G. M. Kouamou Ntonfo, F. Lofino, G. Ferrari, R. Raheli and F. Pisani, "Video processing-based detection of neonatal seizures by trajectory features clustering," in Proc. IEEE Int. Conf. on Communications (ICC 2012), Ottawa, Canada, June 2012, pp. 3456-3460, DOI: 10.1109/ICC.2012.6364396.
  26. C. Kundu, S. Kundu, G. Ferrari and R. Raheli, "Majority logic fusion of censored decisions in wireless sensor networks with Rayleigh fading," in Proc. National Conference on Communications (NCC 2012), Kharagpur, India, February 2012, pp. 1-5, DOI: 10.1109/NCC.2012.6176821.
  27. G. Ferrari, M. Martaḷ, A. Abrardo and R. Raheli, "Orthogonal multiple access and information fusion: how many observations are needed?," in Proc. Information Theory & Applications Workshop (ITA 2012), Invited Contribution, UCSD, San Diego, California, USA, February 2012, pp. 311-320, DOI: 10.1109/ITA.2012.6181783.
  28. C. Kundu, S. Kundu, G. Ferrari and R. Raheli, "Distributed detection using MRC with censored sensors and Rayleigh faded communication," in Proc. IEEE Intern. Symp. Inform. Theory (ISIT 2011), St. Petersburg, Russia, August 2011, pp. 2069-2073, DOI: 10.1109/ISIT.2011.6033941.
  29. G. M. Kouamou Ntonfo, G. Ferrari, F. Lofino, R. Raheli and F. Pisani, "Extraction of video features for real-time detection of neonatal seizures," in Proc. IEEE Int. Symp. a World of Wireless Mobile and Multimedia Networks (WoWMoM 2011), Lucca, Italy, June 2011, pp. 1-6, DOI: 10.1109/WoWMoM.2011.5986193.
  30. M. Martaḷ, M. Picone, M. Amoretti, G. Ferrari and R. Raheli, "Randomized network coding in distributed storage systems with layered overlay," in Proc. Information Theory & Applications Workshop (ITA 2011), Invited Contribution, UCSD, San Diego, California, USA, February 2011, DOI: 10.1109/ITA.2011.5743599.
  31. C. Kundu, S. Kundu, G. Ferrari and R. Raheli, "Distributed detection with censoring of sensors in Rayleigh faded channel," in Proc. Third International Conference on COMmunication Systems and NETworkS (COMSNETS 2011), Bangalore, India, January 2011, DOI: 10.1109/COMSNETS.2011.5716423.
  32. S. Dhar Roy, S. Kundu, G. Ferrari and R. Raheli, "On spectrum sensing for underlay cognitive CDMA networks," in Proc. International Conference on Communication, Computers and Devices (ICCCD 2010), Indian Institute of Technology, Kharagpur, India, December 2010.
  33. G. Ferrari, G. M. Kouamou Ntonfo, C. Copioli, R. Raheli and F. Pisani, "Low-complexity image processing for real-time detection of neonatal clonic seizures," in Proc. Int. Symp. Applied Sciences in Biomedical and Communication Technologies (ISABEL 2010), Rome, Italy, November 2010, pp. 1-5, DOI: 10.1109/ISABEL.2010.5702898.

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Dissertations

  1. V. Mattioli, "Content extraction from video signals with applications to the automotive and healthcare sectors," Ph.D. dissertation, Department of Engineering and Architecture (DIA), University of Parma, Italy, 2023.
  2. D. Alinovi, "Video processing for remote respiration monitoring," Ph.D. dissertation, Department of Information Engineering (DII), University of Parma, Italy, 2017.
  3. C. Tripodi, "Adaptive signal processing for power line communications," Ph.D. dissertation, Department of Information Engineering (DII), University of Parma, Italy, 2016.
  4. L. Cattani, "Monitoring infants by automatic video processing," Ph.D. dissertation, Department of Information Engineering (DII), University of Parma, Italy, 2016.
  5. G. M. K. Ntonfo, "Monitoring and diagnosing neonatal seizures by video signal processing," Ph.D. dissertation, Department of Information Engineering (DII), University of Parma, Italy, 2013.
  6. M. Martalò, "Efficient distributed detection for wireless sensor networks," Ph.D. dissertation, Department of Information Engineering (DII), University of Parma, Italy, 2009.

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