Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for David J. Love

Deep Reinforcement Learning-Based Adaptive IRS Control with Limited Feedback Codebooks


May 07, 2022
Junghoon Kim, Seyyedali Hosseinalipour, Andrew C. Marcum, Taejoon Kim, David J. Love, Christopher G. Brinton

* Accepted for publication in IEEE International Conference on Communications (ICC), 2022. arXiv admin note: substantial text overlap with arXiv:2112.01874 

  Access Paper or Ask Questions

Multi-Edge Server-Assisted Dynamic Federated Learning with an Optimized Floating Aggregation Point


Mar 26, 2022
Bhargav Ganguly, Seyyedali Hosseinalipour, Kwang Taik Kim, Christopher G. Brinton, Vaneet Aggarwal, David J. Love, Mung Chiang


  Access Paper or Ask Questions

Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing


Mar 18, 2022
Dinh C. Nguyen, Seyyedali Hosseinalipour, David J. Love, Pubudu N. Pathirana, Christopher G. Brinton

* This paper is under review for possible publication, 28 pages 

  Access Paper or Ask Questions

Parallel Successive Learning for Dynamic Distributed Model Training over Heterogeneous Wireless Networks


Feb 12, 2022
Seyyedali Hosseinalipour, Su Wang, Nicolo Michelusi, Vaneet Aggarwal, Christopher G. Brinton, David J. Love, Mung Chiang


  Access Paper or Ask Questions

Dual-Wideband Time-Varying Sub-Terahertz Massive MIMO Systems: A Compressed Training Framework


Jan 04, 2022
Tzu-Hsuan Chou, Nicolo Michelusi, David J. Love, James V. Krogmeier

* This work has been submitted to the IEEE for possible publication. 30 pages 

  Access Paper or Ask Questions

Practical Distributed Reception for Wireless Body Area Networks Using Supervised Learning


Dec 14, 2021
Jihoon Cha, Junil Choi, David J. Love

* Accepted to IEEE Transactions on Wireless Communications 

  Access Paper or Ask Questions

Learning-Based Adaptive IRS Control with Limited Feedback Codebooks


Dec 03, 2021
Junghoon Kim, Seyyedali Hosseinalipour, Andrew C. Marcum, Taejoon Kim, David J. Love, Christopher G. Brinton

* This paper is under review for possible publication. 30 pages 

  Access Paper or Ask Questions

A Robotic Antenna Alignment and Tracking System for Millimeter Wave Propagation Modeling


Oct 14, 2021
Bharath Keshavamurthy, Yaguang Zhang, Christopher R. Anderson, Nicolo Michelusi, James V. Krogmeier, David J. Love

* Submitted to -- and yet to be presented (and archived) -- in the proceedings of the 2022 USNC-URSI National Radio Science Meeting (NRSM) 

  Access Paper or Ask Questions

Challenges and Opportunities of Future Rural Wireless Communications


Aug 11, 2021
Yaguang Zhang, David J. Love, James V. Krogmeier, Christopher R. Anderson, Robert W. Heath, Dennis R. Buckmaster


  Access Paper or Ask Questions

A Deep Ensemble-based Wireless Receiver Architecture for Mitigating Adversarial Interference in Automatic Modulation Classification


Apr 08, 2021
Rajeev Sahay, Christopher G. Brinton, David J. Love

* This work is currently under review for possible publication in a journal 

  Access Paper or Ask Questions

Channel Estimation via Successive Denoising in MIMO OFDM Systems: A Reinforcement Learning Approach


Feb 15, 2021
Myeung Suk Oh, Seyyedali Hosseinalipour, Taejoon Kim, Christopher G. Brinton, David J. Love

* This paper is accepted for publication in the proceedings of 2021 IEEE International Conference on Communications (ICC) 

  Access Paper or Ask Questions

Is NOMA Efficient in Multi-Antenna Networks? A Critical Look at Next Generation Multiple Access Techniques


Jan 12, 2021
Bruno Clerckx, Yijie Mao, Robert Schober, Eduard Jorswieck, David J. Love, Jinhong Yuan, Lajos Hanzo, Geoffrey Ye Li, Erik G. Larsson, Giuseppe Caire

* submitted for publication 

  Access Paper or Ask Questions

Exploiting Multiple Intelligent Reflecting Surfaces in Multi-Cell Uplink MIMO Communications


Nov 08, 2020
Junghoon Kim, Seyyedali Hosseinalipour, Taejoon Kim, David J. Love, Christopher G. Brinton

* 7 pages, 2 figures, submitted to IEEE International Conference on Communications (ICC), 2021 

  Access Paper or Ask Questions

Frequency-based Automated Modulation Classification in the Presence of Adversaries


Nov 04, 2020
Rajeev Sahay, Christopher G. Brinton, David J. Love

* 6 pages, 7 figures. This work is currently under review at the 2021 IEEE International Conference on Communications (ICC) 

  Access Paper or Ask Questions

Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks


Aug 30, 2020
Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolo Michelusi, Vaneet Aggarwal, David J. Love, Huaiyu Dai

* 64 pages, 48 figures 

  Access Paper or Ask Questions