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Pr. Frédéric LEHMANN

Professeur
ISTeC

frederic.lehmann[@-Code to remove to avoid SPAM-]telecom-sudparis.eu

Article dans une revue

2024

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Nickson Mwamsojo, Frederic Lehmann, Kamel Merghem, Yann Frignac, Badr-Eddine Benkelfat. A stochastic optimization technique for hyperparameter tuning in reservoir computing. Neurocomputing, 2024, 574, pp.127262. ⟨10.1016/j.neucom.2024.127262⟩. ⟨hal-04473502⟩
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https://hal.science/hal-04473502/file/elsmanuscript.pdf BibTex
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Fakher Sagheer, Frédéric Lehmann, Antoine Berthet. A New Hybrid Message Passing Algorithm for Joint User Activity Detection, Channel Estimation and Data Decoding in Grant-Free OFDM-IDMA. IEEE Transactions on Vehicular Technology, In press, ⟨10.1109/TVT.2024.3377889⟩. ⟨hal-04632993⟩
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https://hal.science/hal-04632993/file/manuscript.pdf BibTex

2023

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Nickson Mwamsojo, Frederic Lehmann, Kamel Merghem, Badr-Eddine Benkelfat, Yann Frignac. Optoelectronic coherent ising machine for combinatorial optimization problems. Optics Letters, 2023, 48 (8), pp.2150-2153. ⟨10.1364/OL.485215⟩. ⟨hal-04068504⟩
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2022

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Frederic Lehmann, Wojciech Pieczynski. Reduced-dimension filtering in triplet Markov models. IEEE Transactions on Automatic Control, 2022, 67 (2), pp.605-617. ⟨10.1109/TAC.2021.3050721⟩. ⟨hal-03145669⟩
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Nickson Mwamsojo, Frederic Lehmann, Mounim El-Yacoubi, Kamel Merghem, Yann Frignac, et al.. Reservoir computing for early-stage Alzheimer’s disease detection. IEEE Access, 2022, 10, pp.59821-59831. ⟨10.1109/ACCESS.2022.3180045⟩. ⟨hal-04047742⟩
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2020

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Frederic Lehmann, Wojciech Pieczynski. Suboptimal Kalman filtering in triplet Markov models using model order reduction. IEEE Signal Processing Letters, 2020, 27, pp.1100-1104. ⟨10.1109/LSP.2020.3002420⟩. ⟨hal-02962294⟩
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Frederic Lehmann, Wojciech Pieczynski. State estimation in pairwise Markov models with improved robustness using unbiased FIR filtering. Signal Processing, 2020, 172, pp.107568:1-107568:11. ⟨10.1016/j.sigpro.2020.107568⟩. ⟨hal-02863375⟩
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https://hal.science/hal-02863375/file/S0165168420301110.pdf BibTex
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Uy Hour Tan, Fabien Arlery, Olivier Rabaste, Frederic Lehmann, Jean-Philippe Ovarlez. A new lower bound on the maximum correlation of a set with mismatched filters. IEEE Transactions on Information Theory, 2020, 66 (10), pp.6555-6565. ⟨10.1109/TIT.2020.3002066⟩. ⟨hal-02962309⟩
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https://hal.science/hal-02962309/file/DEMR20051.1610530549_postprint.pdf BibTex

2018

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Frederic Lehmann. Joint user activity detection, channel estimation and decoding for multi-user/multi-antenna OFDM systems. IEEE Transactions on Vehicular Technology, 2018, 67 (9), pp.8263 - 8275. ⟨10.1109/TVT.2018.2841190⟩. ⟨hal-02152295⟩
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Frederic Lehmann, Yann Frignac. Performance analysis of a new calibration method for fiber nonlinearity compensation. IEEE Communications Letters, 2018, 22 (6), pp.1176 - 1179. ⟨10.1109/LCOMM.2018.2822698⟩. ⟨hal-01812483⟩
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Yuriy Shmaliy, Frederic Lehmann, Shunyi Zhao, Choon K. Ahn. Comparing robustness of the Kalman, H_inf, and UFIR filters. IEEE Transactions on Signal Processing, 2018, 66 (13), pp.3447 - 3458. ⟨10.1109/TSP.2018.2833811⟩. ⟨hal-01812559⟩
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2017

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Frederic Lehmann, Antoine Berthet. A factor graph approach to digital self-interference mitigation in OFDM full-duplex systems. IEEE Signal Processing Letters, 2017, 24 (3), pp.344 - 348. ⟨10.1109/LSP.2017.2662799⟩. ⟨hal-01539761⟩
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2016

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Frederic Lehmann. A factor graph approach to iterative channel estimation, detection, and decoding for two-path successive relay networks. IEEE Wireless Communications, 2016, 15 (8), pp.5414 - 5429. ⟨10.1109/TWC.2016.2558188⟩. ⟨hal-01359876⟩
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Frederic Lehmann, Yann Frignac, Petros Ramantanis. Semi-blind joint phase tracking, parameter estimation and detection in the context of nonlinear channels with memory. Signal Processing, 2016, 122, pp.75 - 86. ⟨10.1016/j.sigpro.2015.11.005⟩. ⟨hal-01336122⟩
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Frederic Lehmann. A message-passing receiver for OFDM-based self-interference-limited networks. IEEE Transactions on Vehicular Technology, 2016, 65 (8), pp.6136 - 6145. ⟨10.1109/TVT.2015.2479364⟩. ⟨hal-01359872⟩
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2014

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Frederic Lehmann, Petros Ramantanis, Yann Frignac. Joint channel estimation, interference mitigation, and decoding for WDM optical coherent communications. Journal of Optical Communications and Networking, 2014, 6 (3), pp.315 - 325. ⟨10.1364/JOCN.6.000315⟩. ⟨hal-01263347⟩
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2013

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Khalil Jishy, Frederic Lehmann. A Bayesian track-before-detect procedure for passive radars. EURASIP Journal on Advances in Signal Processing, 2013, 2013, ⟨10.1186/1687-6180-2013-45⟩. ⟨hal-00818148⟩
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Frederic Lehmann. Joint channel estimation and decoding for trellis-coded MIMO two-way relay networks. IEEE Journal on Selected Areas in Communications, 2013, 31 (8), pp.1455-1468. ⟨hal-00864010⟩
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2012

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Frederic Lehmann. Recursive Bayesian filtering for multitarget track-before-detect in passive radars. IEEE Transactions on Aerospace and Electronic Systems, 2012, 48 (3), pp.2458-2480. ⟨10.1109/TAES.2012.6237603⟩. ⟨hal-00738318⟩
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Frederic Lehmann. Iterative mitigation of intercell interference in cellular networks based on Gaussian belief propagation. IEEE Transactions on Vehicular Technology, 2012, 61 (6), pp.2544-2558. ⟨10.1109/TVT.2012.2195233⟩. ⟨hal-00738315⟩
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2011

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Frederic Lehmann. Joint binary image deconvolution and blur identification in the context of two-dimensional storage channels. Signal Processing, 2011, 91 (10), pp.2426 - 2431. ⟨10.1016/j.sigpro.2011.04.027⟩. ⟨hal-01347980⟩
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Frederic Lehmann. Turbo segmentation of textured images. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33 (1), pp.16 - 29. ⟨10.1109/TPAMI.2010.58⟩. ⟨hal-01354785⟩
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2010

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Frederic Lehmann. A Gaussian mixture approach to blind equalization of block-oriented wireless communications. EURASIP Journal on Advances in Signal Processing, 2010, 2010, pp.1 - 10. ⟨10.1155/2010/340417⟩. ⟨hal-01354752⟩
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2009

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Frederic Lehmann. Deterministic particle filtering for GPS navigation in the presence of multipath. AEÜ - International Journal of Electronics and Communications / Archiv für Elektronik und Übertragungstechnik, 2009, 63 (11), pp.939 - 949 ⟨10.1016/j.aeue.2008.07.009⟩. ⟨hal-01357893⟩
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Frederic Lehmann, Ali Kazem, Gérard Salut. Blind turbo-detection in the presence of phase noise. IET Communications, 2009, 3 (8), pp.1343 - 1353. ⟨10.1049/iet-com.2008.0389⟩. ⟨hal-01357116⟩
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Frederic Lehmann. A gaussian sum approach to blind carrier phase estimation and data detection in turbo coded transmissions. IEEE Transactions on Communications, 2009, 57 (9), pp.2619 - 2632. ⟨10.1109/TCOMM.2009.09.080028⟩. ⟨hal-01357118⟩
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Frederic Lehmann. Blind soft-output decoding of space-time trellis coded transmissions over time-varying Rayleigh fading channels. IEEE Transactions on Wireless Communications, 2009, 8 (4), pp.2088-2099. ⟨10.1109/TWC.2009.080531⟩. ⟨hal-00471582⟩
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2008

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Frederic Lehmann. Blind estimation and detection of space-time trellis coded transmissions over the Rayleigh fading MIMO channel. IEEE Transactions on Communications, 2008, 56 (3), pp.334 - 338. ⟨10.1109/TCOMM.2008.040263⟩. ⟨hal-01342723⟩
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Communication dans un congrès

2023

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Nickson Mwamsojo, Frederic Lehmann, Kamel Merghem, Ghalid Abib, Yann Frignac, et al.. Image restoration using optoelectronic coherent ising machine. Conference on Lasers and Electro-Optics (CLEO), May 2023, San José, United States. ⟨10.1364/CLEO_SI.2023.STh3F.7⟩. ⟨hal-04161301⟩
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https://hal.science/hal-04161301/file/CLEO-US_2023_N.Mwamsojo.pdf BibTex

2022

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Nickson Mwamsojo, Frederic Lehmann, Mounim El Yacoubi, Kamel Merghem, Yann Frignac, et al.. Optoelectronic reservoir computer for early stage alzheimer’s disease detection. CLEO: Applications and Technology, May 2022, San Jose, United States. ⟨10.1364/CLEO_AT.2022.ATh4I.5⟩. ⟨hal-03782176⟩
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https://hal.science/hal-03782176/file/CLEO2022.pdf BibTex
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Fakher Sagheer, Frederic Lehmann, Antoine O. Berthet. Low-complexity dynamic channel estimation in multi-antenna grant-free NOMA. 2022 IEEE 95th Vehicular Technology Conference (VTC2022-Spring), Jun 2022, Helsinki, Finland. pp.1-7, ⟨10.1109/VTC2022-Spring54318.2022.9860401⟩. ⟨hal-03782189⟩
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2017

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Dina Chaal, Abdelaouid Lyhyaoui, Frederic Lehmann. Optimization of a modular ad hoc land wireless system via joint source-network coding for correlated sensors. ACECS 2017 : 4th International Conference on Automation, Control Engineering and Computer Science, Mar 2017, Tangier, Morocco. pp.21 - 24. ⟨hal-01539769⟩
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2016

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Fabien Arlery, R Kassab, U Tan, Frederic Lehmann. Efficient gradient method for locally optimizing the periodic/aperiodic ambiguity function. RadConf 2016: IEEE Radar Conference, May 2016, Philadelphie, PA, United States. pp.1-6, ⟨10.1109/RADAR.2016.7485309⟩. ⟨hal-01325271⟩
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https://hal.science/hal-01325271/file/2016%20RadarConf%20ARLERY.pdf BibTex
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Fabien Arlery, R Kassab, U Tan, Frederic Lehmann. Efficient optimization of the ambiguity functions of multi-static radar waveforms. 17th International Radar Symposium 2016 (IRS 2016), Microwave and Radiolocation Foundation, May 2016, Cracovie, Poland. ⟨hal-01325268⟩
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https://hal.science/hal-01325268/file/2016%20IRS%20ARLERY%20Final.pdf BibTex
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Fabien Arlery, Rami Kassab, U. Tan, Frederic Lehmann. Efficient Optimization of the Ambiguity Functions of Multi-Static Radar Waveforms. 2016 17th International Radar Symposium (IRS), May 2016, Krakow, Poland. pp.1-6. ⟨hal-02056788⟩
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https://hal.science/hal-02056788/file/Arlery_22875.pdf BibTex
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Fabien Arlery, R Kassab, U Tan, Frederic Lehmann. Efficient gradient method for locally optimizing the periodic/aperiodic ambiguity function. SONDRA 4th Workshop 2016, May 2016, Lacanau, France. ⟨hal-01325277⟩
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https://hal.science/hal-01325277/file/2016%20SONDRA%20ARLERY.pdf BibTex

2015

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Fabien Arlery, Mathieu Klein, Frederic Lehmann. Utilization of spreading codes as dedicated waveforms for Active Multi-Static Primary Surveillance Radar. IRS 2015 : 16th International Radar Symposium, Jun 2015, Dresden, Germany. pp.327 - 332, ⟨10.1109/IRS.2015.7226213⟩. ⟨hal-01325262⟩
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https://hal.science/hal-01325262/file/2015%20IRS%20Utilization%20of%20Spreading%20Codes%20as%20dedicated%20waveforms%20for%20Active%20Multi-Static%20Primary%20Surveillance%20Radar.pdf BibTex
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Frederic Lehmann, Dina Chaal, Abdelaouid Lyhyaoui. Proposition of a Bayesian model for the propagation of the information in a wireless sensor network. AICCSA 2015 : 12th International Conference of Computer Systems and Applications, Nov 2015, Marrakech, Morocco. pp.1 - 8, ⟨10.1109/AICCSA.2015.7507193⟩. ⟨hal-01539756⟩
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2014

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Amina El Gonnouni, Frederic Lehmann. Deghosting method for multiple target tracking in a single frequency network. RADAR 2014 : International Radar Conference, Oct 2014, Lille, France. pp.1 - 6, ⟨10.1109/RADAR.2014.7060378⟩. ⟨hal-01286110⟩
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2012

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Frederic Lehmann. A joint decode-and-forward strategy for physical network coding based on factor graphs. WCNC '12 : IEEE Wireless Communications and Networking Conference : PHY and Fundamentals, Apr 2012, Paris, France. pp.23-27, ⟨10.1109/WCNC.2012.6214197⟩. ⟨hal-00737852⟩
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2011

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Frederic Lehmann. A segmentation method for textured images based on the maximum posterior mode criterion. ICASSP 2011 : International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.2088 - 2091, ⟨10.1109/ICASSP.2011.5946737⟩. ⟨hal-01354696⟩
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2010

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Khalil Jishy, Frederic Lehmann, François Gosselin, Michel Moruzzis, Gérard Salut. Passive detection and tracking of maneuvering targets with particle filter techniques using DVBT broadcasting. EuRAD 2010 : 7th European Radar Conference, Sep 2010, Paris, France. pp.419 - 422. ⟨hal-01354753⟩
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Khalil Jishy, Frederic Lehmann, Michel Moruzzis, François Gosselin, Gérard Salut. Tracking maneuvering target with particle filter techniques on passive radar using FM and DVBT broadcasting signals. Radar 2010 : IEEE International Radar Conference, May 2010, Washington, United States. pp.642 - 646, ⟨10.1109/RADAR.2010.5494544⟩. ⟨hal-01354795⟩
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Frederic Lehmann. Turbo equalization of two-dimensional intersymbol interference channels using Gaussian belief propagation. ICASSP 2010 : IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2010, Dallas, United States. pp.3182 - 3185, ⟨10.1109/ICASSP.2010.5496072⟩. ⟨hal-01354805⟩
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2009

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Khalil Jishy, Frederic Lehmann, Michel Moruzzis, Gérard Salut. Particle filter algorithm for tracking manoeuvring target using FM signal. ISSPIT 2009 : IEEE International Symposium on Signal Processing and Information Technology, Dec 2009, Ajman, United Arab Emirates. pp.355 - 359, ⟨10.1109/ISSPIT.2009.5407532⟩. ⟨hal-01365916⟩
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Frederic Lehmann. Blind soft-output equalization of block-oriented wireless communications. ICASSP 2009 : IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2009, Taipei, Taiwan, China. pp.2801 - 2804, ⟨10.1109/ICASSP.2009.4960205⟩. ⟨hal-01354665⟩
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Frederic Lehmann. A new Bayesian approach to textured image segmentation : turbo segmentation. EUSIPCO 2009 : 17th European Signal Processing Conference, Aug 2009, Glasgow, United Kingdom. pp.1523 - 1527. ⟨hal-01365914⟩
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Poster de conférence

2014

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Roland Lamberti, Thomas Durier, Frederic Lehmann, Yohan Petetin, Dominique Maltese. Track-before-detect and PHD filter for multi-object tracking in infrared image sequences. SENSO 2014 : Sensors, Energy harvesting, wireless Network and Smart Objects, Oct 2014, Gardanne, France. ⟨hal-01332943⟩
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