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1

Massive MIMO Networks: Spectral, Energy, and Hardware Efficiency

Björnson, Emil, Hoydis, Jakob, Sanguinetti, Luca

Journal:

Foundations and Trends® in Signal Processing

Année:

2017

Langue:

english

Fichier:

PDF, 9.44 MB

english, 2017

2

An Introduction to Deep Learning for the Physical Layer

OShea, Tim, Hoydis, Jakob

Journal:

IEEE Transactions on Cognitive Communications and Networking

Année:

2017

Langue:

english

Fichier:

PDF, 3.74 MB

english, 2017

3

Massive MIMO in the UL/DL of Cellular Networks: How Many Antennas Do We Need?

Hoydis, Jakob, ten Brink, Stephan, Debbah, Merouane

Journal:

IEEE Journal on Selected Areas in Communications

Année:

2013

Langue:

english

Fichier:

PDF, 1.70 MB

english, 2013

4

[IEEE ICC 2012 - 2012 IEEE International Conference on Communications - Ottawa, ON, Canada (2012.06.10-2012.06.15)] 2012 IEEE International Conference on Communications (ICC) - Comparison of linear precoding schemes for downlink massive MIMO

Hoydis, Jakob, ten Brink, Stephan, Debbah, Merouane

Année:

2012

Langue:

english

Fichier:

PDF, 192 KB

english, 2012

5

Deep Learning Based Communication Over the Air

Dorner, Sebastian, Cammerer, Sebastian, Hoydis, Jakob, Brink, Stephan ten

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2018

Langue:

english

Fichier:

PDF, 888 KB

english, 2018

6

[IEEE 2017 51st Annual Conference on Information Sciences and Systems (CISS) - Baltimore, MD, USA (2017.3.22-2017.3.24)] 2017 51st Annual Conference on Information Sciences and Systems (CISS) - On deep learning-based channel decoding

Gruber, Tobias, Cammerer, Sebastian, Hoydis, Jakob, Brink, Stephan ten

Année:

2017

Langue:

english

Fichier:

PDF, 353 KB

english, 2017

7

[IEEE 2017 IEEE Global Communications Conference (GLOBECOM 2017) - Singapore (2017.12.4-2017.12.8)] GLOBECOM 2017 - 2017 IEEE Global Communications Conference - Scaling Deep Learning-Based Decoding of Polar Codes via Partitioning

Cammerer, Sebastian, Gruber, Tobias, Hoydis, Jakob, ten Brink, Stephan

Année:

2017

Langue:

english

Fichier:

PDF, 164 KB

english, 2017

8

[IEEE 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) - Cannes, France (2019.7.2-2019.7.5)] 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) - Learning Modulation Design for SWIPT with Nonlinear Energy Harvester: Large and Small Signal Power Regimes

Varasteh, Morteza, Hoydis, Jakob, Clerckx, Bruno

Année:

2019

Langue:

english

Fichier:

PDF, 858 KB

english, 2019

9

Special issue on advances and applications of artificial intelligence and machine learning for wireless communications

Yilmaz, H. Birkan, Chae, Chan-Byoung, Deng, Yansha, O'Shea, Tim, Dai, Linglong, Lee, Namyoon, Hoydis, Jakob

Journal:

Journal of Communications and Networks

Année:

2020

Fichier:

PDF, 358 KB

2020

10

[IEEE 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2011.09.28-2011.09.30)] 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Massive MIMO: How many antennas do we need?

Hoydis, Jakob, ten Brink, Stephan, Debbah, Merouane

Année:

2011

Langue:

english

Fichier:

PDF, 567 KB

english, 2011

11

Making smart use of excess antennas: Massive MIMO, small cells, and TDD

Hoydis, Jakob, Hosseini, Kianoush, Ten Brink, Stephan, Debbah, Merouane

Journal:

Bell Labs Technical Journal

Année:

2013

Langue:

english

Fichier:

PDF, 493 KB

english, 2013

12

Optimal Design of Energy-Efficient Multi-User MIMO Systems: Is Massive MIMO the Answer?

Bjornson, Emil, Sanguinetti, Luca, Hoydis, Jakob, Debbah, Merouane

Journal:

IEEE Transactions on Wireless Communications

Année:

2015

Langue:

english

Fichier:

PDF, 2.23 MB

english, 2015

13

[IEEE ICASSP 2017 - 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - New Orleans, LA, USA (2017.3.5-2017.3.9)] 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Combining belief propagation and successive cancellation list decoding of polar codes on a GPU platform

Cammerer, Sebastian, Leible, Benedikt, Stahl, Matthias, Hoydis, Jakob, ten Brink, Stephan

Année:

2017

Langue:

english

Fichier:

PDF, 275 KB

english, 2017

14

[IEEE 2017 51st Asilomar Conference on Signals, Systems, and Computers - Pacific Grove, CA, USA (2017.10.29-2017.11.1)] 2017 51st Asilomar Conference on Signals, Systems, and Computers - On deep learning-based communication over the air

Dorner, Sebastian, Cammerer, Sebastian, Hoydis, Jakob, ten Brink, Stephan

Année:

2017

Langue:

english

Fichier:

PDF, 450 KB

english, 2017

15

[IEEE 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) - Kalamata, Greece (2018.6.25-2018.6.28)] 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) - OFDM-Autoencoder for End-to-End Learning of Communications Systems

Felix, Alexander, Cammerer, Sebastian, Dorner, Sebastian, Hoydis, Jakob, Ten Brink, Stephan

Année:

2018

Langue:

english

Fichier:

PDF, 168 KB

english, 2018

16

Smart radio environments empowered by reconfigurable AI meta-surfaces: an idea whose time has come

Renzo, Marco Di, Debbah, Merouane, Phan-Huy, Dinh-Thuy, Zappone, Alessio, Alouini, Mohamed-Slim, Yuen, Chau, Sciancalepore, Vincenzo, Alexandropoulos, George C., Hoydis, Jakob, Gacanin, Haris, Rosny,

Journal:

EURASIP Journal on Wireless Communications and Networking

Année:

2019

Langue:

english

Fichier:

PDF, 1.66 MB

english, 2019

17

Model-free Training of End-to-end Communication Systems

Ait Aoudia, Faycal, Hoydis, Jakob

Journal:

IEEE Journal on Selected Areas in Communications

Année:

2019

Langue:

english

Fichier:

PDF, 1.30 MB

english, 2019

18

[IEEE 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) - Cannes, France (2019.7.2-2019.7.5)] 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) - Towards Hardware Implementation of Neural Network-based Communication Algorithms

Aoudia, Faycal Ait, Hoydis, Jakob

Année:

2019

Langue:

english

Fichier:

PDF, 317 KB

english, 2019

19

Trainable Communication Systems: Concepts and Prototype

Cammerer, Sebastian, Aoudia, Faycal Ait, Dorner, Sebastian, Stark, Maximilian, Hoydis, Jakob, Brink, Stephan Ten

Journal:

IEEE Transactions on Communications

Année:

2020

Fichier:

PDF, 7.71 MB

2020

20

Adaptive Neural Signal Detection for Massive MIMO

Khani, Mehrdad, Alizadeh, Mohammad, Hoydis, Jakob, Fleming, Phil

Journal:

IEEE Transactions on Wireless Communications

Année:

2020

Fichier:

PDF, 1.59 MB

2020

21

Random Beamforming Over Quasi-Static and Fading Channels: A Deterministic Equivalent Approach

Couillet, Romain, Hoydis, Jakob, Debbah, Mérouane

Journal:

IEEE Transactions on Information Theory

Année:

2012

Langue:

english

Fichier:

PDF, 9.85 MB

english, 2012

22

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - On optimal channel training for uplink network MIMO systems

Hoydis, Jakob, Kobayashi, Mari, Debbah, Merouane

Année:

2011

Langue:

english

Fichier:

PDF, 123 KB

english, 2011

23

[IEEE ICC 2013 - 2013 IEEE International Conference on Communications - Budapest, Hungary (2013.06.9-2013.06.13)] 2013 IEEE International Conference on Communications (ICC) - Massive MIMO and small cells: How to densify heterogeneous networks

Hosseini, Kianoush, Hoydis, Jakob, ten Brink, Stephan, Debbah, Merouane

Année:

2013

Langue:

english

Fichier:

PDF, 142 KB

english, 2013

24

[IEEE ICC 2011 - 2011 IEEE International Conference on Communications - Kyoto, Japan (2011.06.5-2011.06.9)] 2011 IEEE International Conference on Communications (ICC) - Deterministic Equivalents for the Performance Analysis of Isometric Random Precoded Systems

Hoydis, Jakob, Couillet, Romain, Debbah, Merouane

Année:

2011

Langue:

english

Fichier:

PDF, 181 KB

english, 2011

25

[IEEE 2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2013) - Darmstadt, Germany (2013.06.16-2013.06.19)] 2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC) - Rate loss analysis of transmitter cooperation with distributed CSIT

de Kerret, Paul, Hoydis, Jakob, Gesbert, David

Année:

2013

Langue:

english

Fichier:

PDF, 889 KB

english, 2013

26

Massive MIMO Systems With Non-Ideal Hardware: Energy Efficiency, Estimation, and Capacity Limits

Bjornson, Emil, Hoydis, Jakob, Kountouris, Marios, Debbah, Merouane

Journal:

IEEE Transactions on Information Theory

Année:

2014

Langue:

english

Fichier:

PDF, 2.16 MB

english, 2014

27

[IEEE 2012 9th International Symposium on Wireless Communication Systems (ISWCS 2012) - Paris, France (2012.08.28-2012.08.31)] 2012 International Symposium on Wireless Communication Systems (ISWCS) - Channel measurements for large antenna arrays

Hoydis, Jakob, Hoek, Cornelis, Wild, Thorsten, ten Brink, Stephan

Année:

2012

Langue:

english

Fichier:

PDF, 551 KB

english, 2012

28

Optimal Channel Training in Uplink Network MIMO Systems

Hoydis, Jakob, Kobayashi, Mari, Debbah, Mérouane

Journal:

IEEE Transactions on Signal Processing

Année:

2011

Langue:

english

Fichier:

PDF, 731 KB

english, 2011

29

[IEEE 2013 IEEE International Symposium on Information Theory (ISIT) - Istanbul, Turkey (2013.07.7-2013.07.12)] 2013 IEEE International Symposium on Information Theory - Bounds on the second-order coding rate of the MIMO Rayleigh block-fading channel

Hoydis, Jakob, Couillet, Romain, Piantanida, Pablo

Année:

2013

Langue:

english

Fichier:

PDF, 182 KB

english, 2013

30

[IEEE 2010 IEEE 21st International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC 2010) - Istanbul, Turkey (2010.09.26-2010.09.30)] 21st Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications - Asymptotic analysis of distributed multi-cell beamforming

Lakshminaryana, Subhash, Hoydis, Jakob, Debbah, Merouane, Assaad, Mohamad

Année:

2010

Langue:

english

Fichier:

PDF, 826 KB

english, 2010

31

[IEEE 2011 45th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2011.11.6-2011.11.9)] 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR) - Asymptotic analysis of double-scattering channels

Hoydis, Jakob, Couillet, Romain, Debbah, Merouane

Année:

2011

Langue:

english

Fichier:

PDF, 144 KB

english, 2011

32

[IEEE 2007 IEEE Internatonal Conference on Mobile Adhoc and Sensor Systems - Pisa, Italy (2007.10.8-2007.10.11)] 2007 IEEE Internatonal Conference on Mobile Adhoc and Sensor Systems - Evaluation of VoIP Performance in Downlink Cellular Networks With Multihop Relaying

Marchenko, Nikolaj, Hoydis, Jakob, Chindapol, Aik, Schoenen, Rainer

Année:

2007

Langue:

english

Fichier:

PDF, 5.09 MB

english, 2007

33

[IEEE 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2010.09.29-2010.10.1)] 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Fluctuations of the mutual information in large distributed antenna systems with colored noise

Hoydis, Jakob, Najim, Jamal, Couillet, Romain, Debbah, Merouane

Année:

2010

Langue:

english

Fichier:

PDF, 481 KB

english, 2010

34

[IEEE GLOBECOM 2012 - 2012 IEEE Global Communications Conference - Anaheim, CA, USA (2012.12.3-2012.12.7)] 2012 IEEE Global Communications Conference (GLOBECOM) - Optimal 3D cell planning: A random matrix approach

Muller, Axel, Hoydis, Jakob, Couillet, Romain, cDebbah, Merouane

Année:

2012

Langue:

english

Fichier:

PDF, 446 KB

english, 2012

35

[IEEE 2012 IEEE International Symposium on Information Theory - ISIT - Cambridge, MA, USA (2012.07.1-2012.07.6)] 2012 IEEE International Symposium on Information Theory Proceedings - A random matrix approach to the finite blocklength regime of MIMO fading channels

Hoydis, Jakob, Couillet, Romain, Piantanida, Pablo, Debbah, Merouane

Année:

2012

Langue:

english

Fichier:

PDF, 174 KB

english, 2012

36

[IEEE 2011 IEEE 12th Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2011) - San Francisco, CA, USA (2011.06.26-2011.06.29)] 2011 IEEE 12th International Workshop on Signal Processing Advances in Wireless Communications - Outage performance of cooperative small-cell systems under Rician fading channels

Hoydis, Jakob, Kammoun, Abla, Najim, Jamal, Debbah, Merouane

Année:

2011

Langue:

english

Fichier:

PDF, 484 KB

english, 2011

37

[IEEE 2013 IEEE International Symposium on Information Theory (ISIT) - Istanbul, Turkey (2013.07.7-2013.07.12)] 2013 IEEE International Symposium on Information Theory - Sharpened capacity lower bounds of fading MIMO channels with imperfect CSI

Pastore, Adriano, Hoydis, Jakob, Fonollosa, Javier R.

Année:

2013

Langue:

english

Fichier:

PDF, 151 KB

english, 2013

38

[IEEE 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) - Cannes, France (2008.09.15-2008.09.18)] 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications - Effects of topology on local throughput-capacity of ad hoc networks

Hoydis, Jakob, Petrova, Marina, Mahonen, Petri

Année:

2008

Langue:

english

Fichier:

PDF, 2.07 MB

english, 2008

39

[IEEE 2013 18th International Conference on Digital Signal Processing (DSP) - Fira, Santorini, Greece (2013.07.1-2013.07.3)] 2013 18th International Conference on Digital Signal Processing (DSP) - Hardware impairments in large-scale MISO systems: Energy efficiency, estimation, and capacity limits

Bjornson, Emil, Hoydis, Jakob, Kountouris, Marios, Debbah, Merouane

Année:

2013

Langue:

english

Fichier:

PDF, 514 KB

english, 2013

40

[IEEE 2011 IEEE International Symposium on Information Theory - ISIT - St. Petersburg, Russia (2011.07.31-2011.08.5)] 2011 IEEE International Symposium on Information Theory Proceedings - Asymptotic moments for interference mitigation in correlated fading channels

Hoydis, Jakob, Debbah, Merouane, Kobayashi, Mari

Année:

2011

Langue:

english

Fichier:

PDF, 806 KB

english, 2011

41

[IEEE 2014 IEEE Wireless Communications and Networking Conference (WCNC) - Istanbul, Turkey (2014.4.6-2014.4.9)] 2014 IEEE Wireless Communications and Networking Conference (WCNC) - Designing multi-user MIMO for energy efficiency: When is massive MIMO the answer?

Bjornson, Emil, Sanguinetti, Luca, Hoydis, Jakob, Debbah, Meouane

Année:

2014

Langue:

english

Fichier:

PDF, 669 KB

english, 2014

42

[IEEE 2010 44th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2010.11.7-2010.11.10)] 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers - Asymptotic performance of linear receivers in network MIMO

Hoydis, Jakob, Kobayashi, Mari, Debbah, Merouane

Année:

2010

Langue:

english

Fichier:

PDF, 192 KB

english, 2010

43

Bounds and lattice-based transmission strategies for the phase-faded dirty-paper channel

Bennatan, Amir, Aggarwal, Vaneet, Wu, Yiyue, Calderbank, A., Hoydis, Jakob, Chindapol, Aik

Journal:

IEEE Transactions on Wireless Communications

Année:

2009

Langue:

english

Fichier:

PDF, 398 KB

english, 2009

44

The Second-Order Coding Rate of the MIMO Quasi-Static Rayleigh Fading Channel

Hoydis, Jakob, Couillet, Romain, Piantanida, Pablo

Journal:

IEEE Transactions on Information Theory

Année:

2015

Langue:

english

Fichier:

PDF, 1.09 MB

english, 2015

45

[IEEE 2011 45th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2011.11.6-2011.11.9)] 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR) - Session WA1a: Channel estimation for multi-antenna systems

Année:

2011

Fichier:

PDF, 53 KB

2011

46

[IEEE ICC 2017 - 2017 IEEE International Conference on Communications - Paris, France (2017.5.21-2017.5.25)] 2017 IEEE International Conference on Communications (ICC) - Pilot contamination is not a fundamental asymptotic limitation in massive MIMO

Bjornson, Emil, Hoydis, Jakob, Sanguinetti, Luca

Année:

2017

Langue:

english

Fichier:

PDF, 177 KB

english, 2017

47

Massive MIMO has Unlimited Capacity

Bjornson, Emil, Hoydis, Jakob, Sanguinetti, Luca

Journal:

IEEE Transactions on Wireless Communications

Année:

2017

Langue:

english

Fichier:

PDF, 1.81 MB

english, 2017

48

[IEEE 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) - Kalamata, Greece (2018.6.25-2018.6.28)] 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) - Can Hardware Distortion Correlation be Neglected when Analyzing Uplink SE in Massive MIMO?

Bjornson, Emil, Sanguinetti, Luca, Hoydis, Jakob

Année:

2018

Langue:

english

Fichier:

PDF, 157 KB

english, 2018

49

Hardware Distortion Correlation Has Negligible Impact on UL Massive MIMO Spectral Efficiency

Bjornson, Emil, Sanguinetti, Luca, Hoydis, Jakob

Journal:

IEEE Transactions on Communications

Année:

2018

Langue:

english

Fichier:

PDF, 2.30 MB

english, 2018

50

Towards Massive MIMO 2.0: Understanding spatial correlation, interference suppression, and pilot contamination

Sanguinetti, Luca, Bjornson, Emil, Hoydis, Jakob

Journal:

IEEE Transactions on Communications

Année:

2019

Langue:

english

Fichier:

PDF, 2.52 MB

english, 2019