Showing results 1 to 36 of 36
Bayesian Variational Federated Learning and Unlearning in Decentralized Networks Gong, Jinu; Simeone, Osvaldo; Kang, Joonhyuk, 2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), pp.216 - 220, Institute of Electrical and Electronics Engineers Inc., 2021-09 |
Beamforming Design for Joint Localization and Data Transmission in Distributed Antenna System Jeong, Seongah; Simeone, Osvaldo; Haimovich, Alexander; Kang, Joon-Hyuk, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v.64, no.1, pp.62 - 76, 2015-01 |
BEAMFORMING DESIGN FOR JOINT LOCALIZATION AND DATA TRANSMISSION IN DISTRIBUTED ANTENNA SYSTEMS Jeong, Seongah; Simeone, Osvaldo; Haimovich, Alexander; Kang, Joonhyuk, 1st IEEE Global Conference on Signal and Information Processing, IEEE, 2013-12-03 |
Cloud-aided edge caching with wireless multicast fronthauling in fog radio access networks Koh, Jeongwan; Simeone, Osvaldo; Tandon, Ravi; Kang, Joonhyuk, 2017 IEEE Wireless Communications and Networking Conference, WCNC 2017, Institute of Electrical and Electronics Engineers Inc., 2017-03-22 |
Coded Federated Computing in Wireless Networks with Straggling Devices and Imperfect CSI Ha, Sukjong; Zhang, Jingjing; Simeone, Osvaldo; Kang, Joonhyuk, 2019 IEEE International Symposium on Information Theory, ISIT 2019, pp.2649 - 2653, Institute of Electrical and Electronics Engineers Inc., 2019-07-07 |
Compressed Particle-Based Federated Bayesian Learning and Unlearning Gong, Jinu; Simeone, Osvaldo; Kang, Joonhyuk, IEEE COMMUNICATIONS LETTERS, v.27, no.2, pp.556 - 560, 2023-02 |
Control-data separation across edge and cloud for uplink communications in C-RAN Kang, Jinkyu; Simeone, Osvaldo; Kang, Joonhyuk; Shamai, Shlomo, IEEE Wireless Communications and Networking Conference, WCNC 2017, Institute of Electrical and Electronics Engineers Inc., 2017-03 |
Control-Data Separation With Decentralized Edge Control in Fog-Assisted Uplink Communications Kang, Jinkyu; Simeone, Osvaldo; Kang, Joonhyuk; Shamai (Shitz), Shlomo, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, v.17, no.6, pp.3686 - 3696, 2018-06 |
Cooperative Learning via Federated Distillation over Fading Channels Ahn, Jin-Hyun; Simeone, Osvaldo; Kang, Joonhyuk, 45th IEEE International Conference on Acoustics, Speech, and Signal Processing, pp.8856 - 8860, Institute of Electrical and Electronics Engineers Inc., 2020-05-04 |
End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta- Learning Park, Sangwoo; Simeone, Osvaldo; Kang, Joonhyuk, 21th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020, Institute of Electrical and Electronics Engineers Inc., 2020-05-26 |
Forget-SVGD: Particle-Based Bayesian Federated Unlearning Gong, Jinu; Kang, Joonhyuk; Simeone, Osvaldo; Kassab, Rahif, 2022 IEEE Data Science and Learning Workshop (DSLW), Institute of Electrical and Electronics Engineers Inc., 2022-05 |
From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems Park, Sangwoo; Simeone, Osvaldo; Kang, Joonhyuk, 2nd 6G Wireless Summit, 6G SUMMIT 2020, Institute of Electrical and Electronics Engineers Inc., 2020-03-17 |
Fronthaul Compression and Precoding Design for C-RANs Over Ergodic Fading Channels Kang, Jinkyu; Simeone, Osvaldo; Kang, Joon-Hyuk; Shamai, Shlomo, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v.65, no.7, pp.5022 - 5032, 2016-07 |
HARQ Buffer Management: An Information-Theoretic View Lee, Wonju; Simeone, Osvaldo; Kang, Joon-Hyuk; Rangan, Sundeep; Popovski, Peter, IEEE TRANSACTIONS ON COMMUNICATIONS, v.63, no.11, pp.4539 - 4550, 2015-11 |
Joint Precoding and Fronthaul Optimization for C-RANs in Ergodic Fading Channels Kang, Jinkyu; Simeone, Osvaldo; Kang, Joon-Hyuk; Shamai, Shlomo, ICC Workshops (IWCPM 2015), IEEE, 2015-06-12 |
Joint Signal and Channel State Information Compression for the Backhaul of Uplink Network MIMO Systems Kang, Jinkyu; Simeone, Osvaldo; Kang, Joonhyuk; Shamai (Shitz), Shlomo, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, v.13, no.3, pp.1555 - 1567, 2014-03 |
JOINT SIGNAL AND CHANNEL STATE INFORMATION COMPRESSION FOR UPLINK NETWORK MIMO SYSTEMS Kang, Jinkyu; Simeone, Osvaldo; Kang, Joonhyuk; Shamai, Shlomo (Shitz), 1st IEEE Global Conference on Signal and Information Processing, pp.875 - 878, IEEE, 2013-12-03 |
Layered Downlink Precoding for C-RAN Systems With Full Dimensional MIMO Kang, Jinkyu; Simeone, Osvaldo; Kang, Joon-Hyuk; Shamai, Shlomo, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v.66, no.3, pp.2170 - 2182, 2017-03 |
Learning How to Demodulate from Few Pilots via Meta-Learning Park, Sangwoo; Jang, Hyeryung; Simeone, Osvaldo; Kang, Joonhyuk, 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019, Institute of Electrical and Electronics Engineers Inc., 2019-07-02 |
Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning Park, Sangwoo; Jang, Hyeryung; Simeone, Osvaldo; Kang, Joonhyuk, IEEE TRANSACTIONS ON SIGNAL PROCESSING, v.69, pp.226 - 239, 2021-01 |
Meta-learning to communicate: Fast end-to-end training for fading channels Park, Sangwoo; Simeone, Osvaldo; Kang, Joonhyuk, 45th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020, Institute of Electrical and Electronics Engineers Inc., 2020-05-04 |
Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels Raviv,Tomer; Park, Sangwoo; Shlezinger, Nir; Simeone, Osvaldo; Eldar,Yonina C; Kang, Joonhyuk, 2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021, Institute of Electrical and Electronics Engineers Inc., 2021-06 |
Mobile cloud computing with a UAV-mounted cloudlet: optimal bit allocation for communication and computation Jeong, Seongah; Simeone, Osvaldo; Kang, Joonhyuk, IET COMMUNICATIONS, v.11, no.7, pp.969 - 974, 2017-05 |
Mobile Edge Computing via a UAV-Mounted Cloudlet: Optimization of Bit Allocation and Path Planning Jeong, Seongah; Simeone, Osvaldo; Kang, Joonhyuk, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v.67, no.3, pp.2049 - 2063, 2018-03 |
Multistatic cloud radar systems: joint sensing and communication design Jeong, Seongah; Khalili, Shahrouz; Simeone, Osvaldo; Haimovich, Alexander; Kang, Joon-Hyuk, TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, v.27, no.5, pp.716 - 730, 2016-02 |
Multivariate Fronthaul Quantization for C-RAN Downlink: Channel-Adaptive Joint Quantization in the Cloud Lee, Wonju; Simeone, Osvaldo; Shamai (Shitz), Shlomo; Kang, Joon Hyuk, IEEE International Conference on Communications (ICC 2016), IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2016-05 |
Multivariate Fronthaul Quantization for Downlink C-RAN Lee, Wonju; Simeone, Osvaldo; Kang, Joon-Hyuk; Shamai, Shlomo, IEEE TRANSACTIONS ON SIGNAL PROCESSING, v.64, no.19, pp.5025 - 5037, 2016-10 |
On the Trade-Off Between Computational Load and Reliability for Network Function Virtualization Kang, Jinkyu; Simeone, Osvaldo; Kang, Joonhyuk, IEEE COMMUNICATIONS LETTERS, v.21, no.8, pp.1767 - 1770, 2017-08 |
Optimal fronthaul compression for synchronization in the uplink of cloud radio access networks Heo, Eun Hye; Simeone, Osvaldo; Park, Hyuncheol, EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2017-01 |
Optimal Fronthaul Quantization for Cloud Radio Positioning Jeong, Seongah; Simeone, Osvaldo; Haimovich, Alexander; Kang, Joon-Hyuk, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v.65, no.4, pp.2763 - 2768, 2016-04 |
Optimization of Massive Full-Dimensional MIMO for Positioning and Communication Jeong, Seongah; Simeone, Osvaldo; Kang, Joonhyuk, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, v.17, no.9, pp.6205 - 6217, 2018-09 |
Optimization of Multistatic Cloud Radar with Multiple-Access Wireless Backhaul Jeong, Seongah; Simeone, Osvaldo; Haimovich, Alexander; Kang, Joon-Hyuk, Radar Conference, IEEE, 2015-05 |
Positioning via direct localisation in C-RAN systems Jeong, Seongah; Simeone, Osvaldo; Haimovich, Alexander; Kang, Joon-Hyuk, IET COMMUNICATIONS, v.10, no.16, pp.2238 - 2244, 2016-11 |
The Effect of Imperfect Channel Knowledge on a MIMO System with Interference Lee, Nam-Jeong; Simeone, Osvaldo; Kang, Joon-Hyuk, IEEE TRANSACTIONS ON COMMUNICATIONS, v.60, no.8, pp.2221 - 2229, 2012-08 |
Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data Ahn, Jin-Hyun; Simeone, Osvaldo; Kang, Joonhyuk, 30th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019, pp.1138 - 1143, Institute of Electrical and Electronics Engineers Inc., 2019-09-08 |
Wireless Map-Reduce Distributed Computing with Full-Duplex Radios and Imperfect CSI Ha, Sukjong; Zhang, Jingjing; Simeone, Osvaldo; Kang, Joonhyuk, 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019, Institute of Electrical and Electronics Engineers Inc., 2019-07-02 |
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