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Can a base station automatically adapt to its environment thanks to neural networks? New preprint out: arxiv.org/abs/2004.14615 #MIMO #deeplearning #neuralnetworks #5G #signalprocessing

Looking for a general strategy to design optimal pilot sequences for any deterministic channel model? New preprint out: #MIMO #signalprocessing #5G lnkd.in/gX2h9g2

Unsupervised, online, SNR adaptive and computationally efficient neural network for MIMO channel estimation. New paper accepted to IEEE Transactions on Wireless Communications. Congratulations to Taha Yassine for his first publi…lnkd.in/eu_jV9nC lnkd.in/ee7VeuCu

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Is channel state information necessary for MIMO precoding? Can location-based beamforming work even for NLOS propagation? These questions are tackled in our new paper to be presented at ICASSP this year (special session on machine…lnkd.in/ekKC5-qC lnkd.in/eddwhN4E

Can physical models be used to structure and initialize neural networks performing wireless channel charting? This question is investigated in our new paper accepted to SPAWC 2022 (special session on wireless channel charting and…lnkd.in/ehHksysK lnkd.in/eTSTD4qb

Dear network, I am pleased to announce that I will take a new position as an associate professor at INSA Rennes - Institut National des Sciences Appliquées de Rennes, starting this September. There I will teach and investigate signal processing and machi…lnkd.in/efk7AkpT

J’ai le plaisir de vous annoncer que j’occupe désormais le poste de Associate professor (maître de conférences) chez INSA Rennes - Institut National des Sciences Appliquées de Rennes. lnkd.in/etYg-i5u

In a MIMO cell-less system, is it possible to choose a good precoder without estimating the channel nor beam sweeping? Channel charting might provide a way, as we show in our new paper presented at ASILOMAR last December: #6G…lnkd.in/eRRqC2bm lnkd.in/eEUE7skK

Deep learning often provides excellent performance, but often at the cost of high computational complexity. Recently, model-based deep learning allowed to reduce complexity by injecting prior information. In the context of MIMO s…lnkd.in/e48H8xmh lnkd.in/ePRCa6rJ

Reconfigurable intelligent surfaces (RIS) allow to favorably shape the propagation channel for a variety of applications. Signal processing algorithms involving RISs are usually based on a linear model of the channel with respect…lnkd.in/eizZwNfB lnkd.in/eR85q_xX

Dear network (especially graduate students), A PhD position starting this fall is available at IETR, INSA Rennes - Institut National des Sciences Appliquées de Rennes, on the topic of efficient data processing (signal, AI) for systems including reconfigu…lnkd.in/eA3yG4Yh

We are still looking for a PhD student to work on signal processing and machine learning for wireless communication systems comprising reconfigurable intelligent surfaces (RIS). #RIS #6G #MIMO #deeplearning #signalprocessing lnkd.in/ejVD5DyV

Fruitful collaboration beetween Chalmers University of Technology and IETR on applying model-based machine learning to integrated sensing and communications (ISAC): lnkd.in/eWk7wJa5

luclemag.github.io