Publications

Book Chapters 

[2] P. Mary, V. Koivunen, C. Moy, « Reinforcement Learning for Physical Layer Communications », included in Machine Learning and Wireless Communications, Cambridge University Press, 2022.

[1] J.-M. Gorce, G. Villemaud, P. Mary, « Couche Physique et Antennes »Include in « Réseaux de capteurs : théorie et modélisation », Ed. Hermes, May 2009.

International Journal Papers 

[20] M. Mardani Varmazyar, P. Mary, J. Y. Baudais, « User-Centric Non-full Interference Cellular Networks: BS Cooperation and Bandwidth Partitioning », In EURASIP Journal on Wireless Communications and Networking, 2022

[19] A. Shehata, P. Mary, M. Crussière, « Analysis of Compressing PAPR-Reduced OFDM IQ Samples for Cloud Radio Access Network », IEEE Transactions on Broadcasting,  Vol.  68, no. 3, Sept. 2022.

[18] J.-M. Gorce, P. Mary, D. Anade, J.-M. Kelif, « Fundamental Limits of Non-Orthogonal Multiple Access (NOMA) for the Massive Gaussian Broadcast Channel in Finite Block-Length », Sensors 2021, 21(3), 715; https://doi.org/10.3390/s21030715.

[17] W. Ben Ameur, P. Mary, J. F. Hélard, M. Dumay, J. Schwoerer, « Autonomous Power Decision for the Grant Free Access MUSA Scheme in the mMTC scenario », Sensors 2021, 21(1): 116, https://doi.org/10.3390/s21010116.

[16] D. Anade, J.-M. Gorce, P. Mary, S. Perlaza, « An Upper Bound on the Error Induced by Saddlepoint Approximations—Applications to Information Theory », Entropy 2020, 22(6), 690, https://doi.org/10.3390/e22060690.

[15] N. Modi, P. Mary, C. Moy, « Transfer Restless Multi-Armed Bandit policy for Energy Efficient Heterogeneous Cellular Network » EURASIP Journal on Advances in Signal Processing, Oct. 2019

[14] H. Bawab, P. Mary, J.F. Hélard, O. Bazzi, « Spectral Overlap Optimization for DVB-T2 and LTE Coexistence » IEEE Transactions on Broadcasting, Vol. 64, no. 1, March 2018.

[13] A.M. Alam, P. Mary, J.Y. Baudais, X. Lagrange, « Asymptotic Analysis of Area Spectral Efficiency and Energy Efficiency in PPP Networks with SLNR Precoder » IEEE Transactions on Communications, Vol. 65, no. 7, July 2017.

[12] N. Modi, P. Mary, C. Moy, « QoS driven Channel Selection Algorithm for Cognitive Radio Network: Multi-User Multi-armed Bandit Approach » IEEE Transactions on Cognitive Communications and Networking, Vol. 3, no. 1, February 2017.

[11] S. Abdul-Nabi, A. Khalil, P. Mary, J. F. Hélard, « Efficient Network Coding Solutions for Limiting the Effect of Packet Loss » EURASIP Journal on Wireless Communications and Networking, (2017) 2017: 35, January 2017.

[10] M. Maaz, P. Mary, M. Hélard, « Energy Minimization in HARQ-I Relay-Assisted Networks with Delay-Limited Users » IEEE Transactions on Vehicular Technology, Vol. 66, no. 8, August 2017.

[9] N. Modi, P. Mary, C. Moy, « Efficient Learning in Stationary and Non-stationary OSA Scenario with QoS Guaranty » EAI Endorsed Transactions Wireless Spectrum, Vol. 3, ISSN: 2312-6620, January 2017.

[8] M. Maaz, J. Lorandel, P. Mary, J. C. Prévotet, M. Hélard, « Energy Efficiency Analysis of Hybrid-ARQ Relay-Assisted Schemes in LTE Based Systems » EURASIP Journal of Wireless Communications and Networking (2016), 2016:22. doi:10.1186/s13638-016-0520-9

[7] S. Abdul-Nabi, A. Khalil, P. Mary, J. F. Hélard, « Aging in Network Coding » IEEE Wireless Communications Letters, Vol. 4, No. 1, pp 78-81, Feb. 2015.

[6] M. Maaz, P. Mary, M. Hélard, « Delay Outage Probability in Block Fading Channel and Relay-Assisted Hybrid-ARQ Network » IEEE Wireless Communications Letters, Vol. 3, No. 2, pp 129-132, April 2014.

[5] P. Mary, M. Dohler, J.-M. Gorce, G. Villemaud, « Packet Error Outage for Coded Systems Experiencing Fast Fading and Shadowing »IEEE Transactions on Wireless Communications, Vol. 12, No. 2, Feb. 2013, pp 574 – 585.

[4] P. Mary, I. Fijalkow, C. Poulliat, « Multi-Rate Resource Allocations for TH-UWB Wireless Communications » IEEE Transactions on Wireless Communications, Vol. 11, No. 12, Dec. 2012, pp 4470 – 4481.

[3] P. Mary, M. Dohler, J.-M. Gorce, G. Villemaud, « Symbol Error Outage Analysis of MIMO OSTBC Systems over Rice Fading Channels in Shadowing Environments » IEEE Transactions on Wireless Communications,Vol. 10, No. 4, Apr. 2011, pp. 1009 – 1014.

[2] P. Mary, M. Dohler, J.-M. Gorce, G. Villemaud, M. Arndt, « M-ary Symbol Error Outage Over Nakagami-m Fading Channels in Shadowing Environments »IEEE Transactions on Communications, Vol. 57, No. 10, Oct. 2009, pp. 2876 – 2879.

[1] P. Mary, M. Dohler, J.-M. Gorce, G. Villemaud, M. Arndt, « BPSK Bit Error Outage over Nakagami-m Fading Channels in Lognormal Shadowing Environments » IEEE Communications Letters, Vol. 11, No. 7, July 2007, pp. 565 – 567.

International Conference Papers

[39] J. Wei, P. Mary, E. Dupraz, « Rate-Loss Regions for Polynomial Regression with Side Information », Accepted in 2024 International Zurich Seminar on Information and Communication, 2024, Zurich, Switzerland.

[38] J. Wei, E. Dupraz, P. Mary, « Asymptotic and Non-Asymptotic Rate-Loss Bounds for Linear Regression with Side Information », In Proc. of the 31st European Signal Processing Conference EUSIPCO 2023, Helsinki, Finland.

[37] S. Gelincik, P. Mary, A. Savard, J. -Y. Baudais, « Preserving the Minimum Distance of Polar-Like Codes While Increasing the Information Length », In Proc. IEEE ISIT’22, Espoo, Finland.

[36] Q. Liu, J.-Y. Baudais, P. Mary, « The epsilon-stable region analysis in dynamic downlink cellular networks », In Proc. IEEE VTC2022-Spring, Helsinki, Finland.

[35] S. Gelincik, P. Mary, J. -Y. Baudais, A. Savard, « Achieving PAC Code Performance with SCL Decoding without Extra Computational Complexity« , In Proc. IEEE International Conference in Communications 2022 (ICC’22), Seoul, Korea.

[34] Y. Mestrah, D. Anade, A. Savard, A. Goupil, M. Egan, P. Mary, J.-M. Gorce, L. Clavier, « Unsupervised Log-Likelihood Ratio Parameter Estimation for Short LDPC Packets in Impulsive Noise », In Proc. IEEE Wireless Communication and Networking Conference 2022 (WCNC 2022), Austin, Texas, USA.

[33] A. Shehata, P. Mary, M. Crussière, « Compression of Clipped OFDM IQ Samples for Cloud Radio Access Network« , in Proc. IEEE 32nd International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC’21), 2021, Finland (Virtual).

[32] D. T. Anade Akpo, J.-M. Gorce, P. Mary, S. Perlaza, « Saddlepoint Approximations Cumulative Distributions of Sums of Random Vectors », in Proc. IEEE International Symposium on Information Theory (ISIT 2021), Melbourn, Australia, 2021 (Virtual).

[31] Q. Liu, J.-Y. Baudais, P. Mary, « Queue Analysis with Finite Buffer by Stochastic Geometry in Downlink Cellular Networks », in Proc. IEEE 93rd Vehicular Technology Conference: VTC2021-Spring, Helsinki, Finland. (Virtual)

[30] M. Mardani, P. Mary, J.-Y. Baudais, « A User-Centric Frequency Reuse in Non-full Interference Cellular Networks », In Proc. of IEEE Global Communications Conference 2020 (GLOBECOM 2020), Taipei, Taiwan. (Virtual)

[29] A. Shehata, M. Crussière, P. Mary, « Analysis of Baseband IQ Data Compression Methods for Centralized RAN », In Proc. of the 28th European Signal Processing Conference EUSIPCO 2020, Amsterdam, Netherlands. (Virtual)

[28] M. Mardani, P. Mary, J.-Y. Baudais, « A Tractable Model for Coverage in Non-full Interference Cellular Networks with Cell Center/Edge Users », In Proc. 21st IEEE international workshop on Signal Processing Advances in Wireless Communications SPAWC 2020, Atlanta, USA. (Virtual)

[27] Q. Liu, J.-Y. Baudais, P. Mary, « A Tractable Coverage Analysis in Dynamic Downlink Cellular Networks », In Proc. 21st IEEE international workshop on Signal Processing Advances in Wireless Communications SPAWC 2020, Atlanta, USA. (Virtual)

[26] W. Ben Ameur, P. Mary, M. Dumay, J.-F. Hélard, J. Schwoerer, « Power allocation for BER minimization in an uplink MUSA scenario »,  In Proc. of IEEE 91st Vehicular Technology Conference: VTC2020-Spring, Antwerp, Belgium (Virtual)

[25] D. T. Anade Akpo, J.-M. Gorce, P. Mary, S. Perlaza, « On the saddlepoint approximation of the dependence testing bound in memoryless channels », In proc. of IEEE International Conference on Communications (ICC 2020), Dublin, Ireland, 2020 (Virtual)

[24] W. Ben Ameur, P. Mary, M. Dumay, J. F. Hélard, J. Schwoerer, « Performance Study of MPA, Log-MPA and Max-Log-MPA for an Uplink SCMA Scenario » IEEE International Conference in Telecommunication (ICT). April 2019. Hanoï, Vietnam

[23] J.-M. Gorce, P. Mary, J.-M. Kelif, « Towards fundamental limits of bursty multi-user communications in wireless networks », The Tenth Workshop on Information Theoretic Methods in Science and Engineering, Paris, France, Sep.  2017.

[22] N. Modi, P. Mary, C. Moy, S. Darak, « Proof-of-Concept: Spectrum and Energy Efficient Multi-User CR Network via Vacancy and Quality based Channel Selection » 32nd General Assembly and Scientific Symposium of the international Union of Radio Science (URSI GASS). August 2017. Montreal, Canada

[21] P. Mary, J. M. Gorce, A. Unsal, H. V. Poor, « Finite Blocklength Information Theory: What is the Practical Impact on Wireless Communications? » In proc. Globecom’16 Workshop, Low-Layer Implementation and Protocol Design for IoT Applications (IOTLINK) 2016, Washington D.C., USA.

[20] A. Mahbubul-Alam, P. Mary, J.-Y. Baudais, X. Lagrange, « Energy Efficiency-Area Spectral Efficiency Tradeoff in PPP Network with SLNR Precoder » In proc. of the 17th IEEE international workshop on Signal Processing Advances in Wireless Communications, SPAWC 2016, Edinburgh, Scotland.

[19] N. Modi, C. Moy, P. Mary, J. Palicot, « A New Evaluation Criteria for Learning Capability in OSA Context » Crowncom 2016 Vol. 172, Grenoble, France.

[18] N. Modi, P. Mary, C. Moy, « QoS driven Channel Selection Algorithm for Opportunistic Spectrum Access » In Proc. of IEEE International Workshop on Advances in Software Defined Radio Access Networks and Context-aware Cognitive Networks, SDRANCAN 2015, Globecom Workhop 2015, San Diego, CA, USA.

[17] S. Abdul-Nabi, P. Mary, J. F. Hélard, A. Khalil, « Fault-tolerant minimal retransmission mechanism with network coding » In Proc. of the 23rd International Conference on Software, Telecommunications and Computer Networks 2015, SoftCom 2015, Split, Croatia.

[16] A. Mahbubul-Alam, P. Mary, J.-Y. Baudais, X. Lagrange, « Energy Efficiency-Spectral Efficiency Tradeoff in Interference-Limited Wireless Networks with Shadowing » In Proc. of IEEE Vehicular Technology Conference 2015, VTC-Fall 2015, Boston, USA.

[15] M. Maaz, M. Hélard, P. Mary, M. Liu, « Performance Analysis of Time-Reversal Based Precoding Schemes in MISO-OFDM Systems » In Proc. of the 80th IEEE Vehicular Technology Conference 2015, VTC-Spring 2015, Glasgow, Scotland.

[14] S. Abdul-Nabi, P. Mary, A. Khalil, J. F. Hélard, « Novel Distributed Decoding Scheme for Efficient Resource Utilization in Network Coding » In Proc. of the IEEE Wireless Communications and Networking Conference 2015, WCNC 2015, New Orleans, USA.

[13] Navikkumar MODI, Christophe Moy, Philippe Mary, « Experimental Performance Comparison and Analysis for Various MAB Problems under Cognitive Radio Framework » In Proc. of the Wireless Innovation Forum European Conference, WinnComm-Europe 2014, Nov 2014, Rome, Italy.

[12] M. Ghanem, H. Bawab, O. Bazzi, Y. Nasser, P. Mary, J.- F. Hélard, « Closed-Form Expression of the Ergodic Capacity in a Cognitive Radio Link under Power Constraints »In Proc. of the 6th International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT 2014), Saint Petersbourg, Russia.

[11] H. Bawab, P. Mary, J.- F. Hélard, Y. Nasser, O. Bazzi, « Ergodic Capacity Optimization in Coexisting DVB-LTE-Like Systems » In Proc. of the 6th International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT 2014), Saint Petersbourg, Russia. BEST PAPER AWARD

[10] A. Haskou, P. Mary, M. Hélard, « Error Probability on the Orbital Angular Momentum Detection » In Proc. of the 25th International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC’14), Washington, USA.

[9] H. Bawab, P. Mary, J.- F. Hélard, Y. Nasser, O. Bazzi, « Global Ergodic Capacity Closed-Form Expression of Coexisting DVB-LTE-Like Systems »In Proc. of the 79th IEEE Vehicular Technology Conference Spring (VTC Spring’14), VTC 2014, Seoul, Korea.

[8] M. Maaz, P. Mary, M. Hélard, « Energy Efficiency Analysis in Relay Assisted Hybrid-ARQ Communications »In Proc. of the 23rd International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC’12), PIMRC 2012, Sydney, Australia.

[7] M. Maaz, P. Mary, M. Hélard, « Resource Allocation for QoS Aware Relay-Assisted OFDMA Cellular Networks »In Proc. of the third International Workshop on Cross-Layer Design 2011, IWCLD 2011, Rennes, France.

[6] P. Mary, I. Fijalkow, C. Poulliat, « Adaptive Rate Allocation Scheme for Uplink TH-UWB Networks »In proc. of IEEE International Conference on Communications 2011, ICC 2011, Kyoto, Japan.

[5] P. Mary, I. Fijalkow, C. Poulliat, « Time Slot Allocation for TDMA/CDMA TH-UWB Ad-Hoc Networks »In Proc. of the 11th IEEE Workshop on Signal Processing Advances in Wireless Communications 2010, Spawc 2010,Marrakech, Morocco.

[4] P. Mary, M. Dohler, J.-M. Gorce, G. Villemaud, « Symbol Error Outage for Spatial Multiplexing Systems in Rayleigh Fading Channel and Lognormal Shadowing »In Proc. of the 10th IEEE Workshop on Signal Processing Advances in Wireless Communications 2009, Spawc 2009, Perugia, Italy.

[3] P. Mary, J.-M. Gorce, G. Villemaud, M. Dohler, M. Arndt, « Reduced Complexity MUD-MLSE Receiver for Partially-Overlapping WLAN-Like Interference »In Proc. of the 65th IEEE Vehicular Technology Conference, 2007. VTCspring 2007, Page(s) :1876-1880, Dublin Ireland, 2007.

[2] P. Mary, J.-M. Gorce, G. Villemaud, M. Dohler, M. Arndt, « Performance Analysis of Mitigated Asynchronous Spectrally-Overlapping WLAN Interference »In Proc. of the IEEE Wireless Communications and Networking Conference, 2007. WCNC 2007, Page(s) :2097-2102, Hong Kong, 2007.

[1] P.-F. Morlat, P. Mary, G. Villemaud, J.-M. Gorce, M. Arndt, « Performance Validation of a Multi-Standard and Multi-Antenna Receiver »The European Conference on Antennas and Propagation : EuCAP 2006 (ESA SP-626), Nice, France 2006.

National Conference Papers

[N11] J. Wei, E. Dupraz, P. Mary, « Régions atteignables pour la régression linéaire sur données compressées avec information adjacente », In Proc. GRETSI’23, Grenoble, France, 2023.

[N10] A, Shehata, P. Mary, M. Crussière, « Compression des échantillons IQ d’un signal OFDM à PAPR réduit dans un réseau d’accès radio virtualisé »In Proc. GRETSI’22, Nancy, France, 2022.

[N9] Q. Liu, P. Mary, J.Y. Baudais, « Politiques de transmission basées sur l’apprentissage par renforcement dans les réseaux cellulaires dynamiques et aléatoires »In Proc. GRETSI’22, Nancy, France, 2022.

[N8] D. T. Anade Akpo, J. M. Gorce, P. Mary « Nouvelle borne atteignable de la probabilité d’erreur pour des transmissions en paquets courts »In Proc. GRETSI’19, Lille, France, 2019.

[N7] A.M. Alam, P. Mary, J.Y. Baudais, X. Lagrange, « Compromis efficacités énergétique et spectrale du précodeur SLNR dans un réseau cellulaire aléatoire »In Proc. GRETSI’17, Juan Les Pins, France, 2017.

[N6] N. Modi, P. Mary, C. Moy, « Apprentissage machine pour l’optimisation énergétique des réseaux cellulaires hétérogènes sans-fil : une approche bandit à bras multiples »In Proc. GRETSI’17, Juan Les Pins, France, 2017.

[N5] N. Modi, C. Moy, P. Mary, « Machine Learning for Opportunistic Spectrum Access with Energy Consumption Constraint » URSI France, Energy and Radio Science 2016 CentraleSupélec, Rennes, France.

[N4] N. Modi, P. Mary, C. Moy, « Apprentissage machine orienté QoS pour l’accès opportuniste au spectre »In Proc. GRETSI’15, Lyon, France, 2015.

[N3] P. Mary, I. Fijalkow, C. Poulliat, « Allocation de ressources multi-débit pour la radio ULB impulsionnelle »in Proc. GRETSI’13, Brest, France, 2013.

[N2] J.-B. Coatanea, N. Frissung, G. Hinchet, J.-S. Jang, B. Le Lepvrier, E. Suteau, J. Wang, L. Ye, F. Nouvel, Y. Kokar, P. Mary, Y. Dutertre, « Implémentation d’un système pour bornes autoroutières d’aide à la conduite »in Proc. CoGIST 2010, June 16-17 2010, Rennes, France, 2010.

[N1] P. Mary, M. Dohler, J.-M. Gorce, G. Villemaud, M. Arndt, « Estimation du taux de coupure d’une liaison radio MIMO dans un canal de Nakagami avec effet de masque »in Proc. GRETSI’07, Troyes, France, 2007.

Patents

[P2] N. Modi, C. Moy, P. Mary, « Procédé d’accès opportuniste au spectre »Patent pending 1556916, 2015, July 21st.

[P1] P. Mary, A. Haskou, C. Brousseau, « Procédé de transmission d’une séquence de symboles de données, dispositif de transmission, signal, procédé de réception, dispositif de réception et programme d’ordinateur correspondants »Patent no WO2015079020A1; FR3014271A1, 2015, June 4th.

Invited talk

[7] P. Mary, « Finite Block Length Regime in Ultra-Dense Networks »Aalborg University, Aalborg, Denmark, April 2019

[6] P. Mary, « Finite Block Length Information Theory: What Are the Practical Impacts on Wireless Communications? »IRCICA Workshop, Lille, France, June 2015

[5] P. Mary, « Error and Delay Outage Probability Analysis in Fading and Shadowing Environments »Princeton University, Princeton, New Jersey, USA, April 2014

[4] P. Mary, « Multi-Rate Resource Allocations for TH-UWB Wireless Communications »GdR ISIS, Télécom ParisTech, Paris, France, January 2013

[3] P. Mary, « Reliability of radio-mobile systems considering fading and shadowing channels »Supélec Rennes, Rennes, France, Dec. 2010

[2] P. Mary, « Reliability of radio-mobile systems considering fading and shadowing channels »Eurecom, Sophia-Antipolis, France, 2009

[1] P. Mary, « Fiabilité des systèmes radio-mobiles en présence d’évanouissements et d’effet de masque »I3S, Sophia-Antipolis, France, 2009

Technical reports

[R3] M. Maaz, P. Mary, M. Helard, « Resource Allocation Techniques for Future Cellular Networks »Deliverable EPT COMCOOP, Jan. 2013.

[R2] P. Mary, I. Fijalkow, C. Poulliat, « Allocation de ressource pour réseaux ad-hoc UWB »Deliverable ANR RISC project, Sept. 2009.

[R1] P.-F. Morlat, G. Villemaud, P. Mary, « Récepteur multi-antennes multi-modes à radio logicielle »Deliverable CRE FTRD – INSA Lyon, June 2008.

Thesis

[T3] P. Mary, « Energy efficient communications: from resource allocations to machine learning »HDR dissertation, University of Rennes 1, February 2018. PDF

[T2] P. Mary, « Etude analytique des performances des systèmes radio-mobiles en présence d’évanouissements et d’effet de masque »PhD dissertation (in french), Institut National des Sciences Appliquées de Lyon (INSA Lyon), February 2008. PDF

[T1] P. Mary, « Study of two IEEE emerging standards for wireless communications in UWB »MSc dissertation, University of Nice-Sophia Antipolis, September 2004.