Cluster-Based Cooperative Digital Over-the-Air Aggregation for Wireless Federated Edge Learning

R. Jiang and S. Zhou, Cluster-Based Cooperative Digital Over-the-Air Aggregation for Wireless Federated Edge Learning, 2020 IEEE/CIC International Conference on Communications in China (ICCC), 2020.

Posted on August 30, 2020 | Tagged | Leave a comment
Age-Optimal Scheduling for Heterogeneous Traffic with Timely-Throughput Constraint

J. Sun, Z. Jiang, S. Zhou, and Z. Niu, Age-Optimal Scheduling for Heterogeneous Traffic with Timely-Throughput Constraint, IEEE INFOCOM’20 AoI Workshop, July 2020.

Posted on July 7, 2020 | Tagged | Leave a comment
SENATE: A Permissionless Byzantine Consensus Protocol in Wireless Networks for Real-Time Internet-of-Things Applications

Z. Jiang, Z. Cao, B. Krishnamachari, S. Zhou, and Z. Niu, SENATE: A Permissionless Byzantine Consensus Protocol in Wireless Networks for Real-Time Internet-of-Things Applications, IEEE Internet of Things J., 2020, 7(7):6576-6588.

Posted on July 4, 2020 | Tagged | Leave a comment
SFC-Based Service Provisioning for Reconfigurable Space-Air-Ground Integrated Networks

G. Wang, S. Zhou, S. Zhang, Z. Niu, and S. Shen, SFC-Based Service Provisioning for Reconfigurable Space-Air-Ground Integrated Networks, IEEE J. Sel. Areas Commun., 2020, 38(7):1478-1489.

Posted on July 4, 2020 | Tagged | Leave a comment
Adaptive Transmission for Edge Learning via Training Loss Estimation

X. Huang and S. Zhou, Adaptive Transmission for Edge Learning via Training Loss Estimation, IEEE ICC’20, Jun. 2020.

Posted on June 7, 2020 | Tagged | Leave a comment
Energy-Aware Analog Aggregation for Federated Learning with Redundant Data

Y. Sun, S. Zhou, and D. Gunduz, Energy-Aware Analog Aggregation for Federated Learning with Redundant Data, IEEE ICC’20, Jun. 2020.

Posted on June 7, 2020 | Tagged | Leave a comment
Device Scheduling with Fast Convergence for Wireless Federated Learning

W. Shi, S. Zhou, and Z. Niu, Device Scheduling with Fast Convergence for Wireless Federated Learning, IEEE ICC’20, Jun. 2020.

Posted on June 7, 2020 | Tagged | Leave a comment
Latency Guaranteed Edge Inference via Dynamic Compression Ratio Selection

X. Huang and S. Zhou, Latency Guaranteed Edge Inference via Dynamic Compression Ratio Selection, IEEE WCNC’20, May 2020.

Posted on May 7, 2020 | Tagged | Leave a comment
Energy-optimal and delay-bounded computation offloading in mobile edge computing with heterogeneous clouds

T. Zhao, S. Zhou, L. Song, Z. Jiang, X. Guo, and Z. Niu, Energy-optimal and delay-bounded computation offloading in mobile edge computing with heterogeneous clouds, China Communications, 2020, 17(5):191-210.

Posted on May 4, 2020 | Tagged | Leave a comment
Fractional Dynamic Caching: A Collaborative Design of Storage and Backhaul

L. Wang and S. Zhou, Fractional Dynamic Caching: A Collaborative Design of Storage and Backhaul, IEEE Trans. Veh. Technol., 2020, 69(4):4194-4206.

Posted on April 4, 2020 | Tagged | Leave a comment
A Deep Reinforcement Learning Framework to Combat Dynamic Blockage in mmWave V2X Networks

S. Chen, K. Vu, S. Zhou, Z. Niu, M. Bennis, M. Latva-aho, A Deep Reinforcement Learning Framework to Combat Dynamic Blockage in mmWave V2X Networks, 6G Summit 2020, Mar. 2020.

Posted on March 7, 2020 | Tagged | Leave a comment
Beyond Age: Urgency of Information for Timeliness Guarantee in Status Update Systems

X. Zheng, S. Zhou, and Z. Niu, Beyond Age: Urgency of Information for Timeliness Guarantee in Status Update Systems, 6G Summit 2020, Mar. 2020.

Posted on March 7, 2020 | Tagged | Leave a comment
Closed-Form Whittle's Index-Enabled Random Access for Timely Status Update

J. Sun, Z. Jiang, B. Krishnamachari, S. Zhou, and Z. Niu, Closed-Form Whittle's Index-Enabled Random Access for Timely Status Update, IEEE Trans. Commun., 2020,68(3):1538-1551.

Posted on March 4, 2020 | Tagged | Leave a comment
Flexible Functional Split and Power Control for Energy Harvesting Cloud Radio Access Networks

L. Wang and S. Zhou, Flexible Functional Split and Power Control for Energy Harvesting Cloud Radio Access Networks, IEEE Trans. Wireless Commun., 2020, 19(3):1535-1548.

Posted on March 4, 2020 | Tagged | Leave a comment
On the Coverage and Capacity of Ultra-Dense Networks With Directional Transmissions

Y. Xu and S. Zhou, and W. Zhang, On the Coverage and Capacity of Ultra-Dense Networks With Directional Transmissions, IEEE Wireless Commun. Letters, 2020, 9(3):271-275.

Posted on March 4, 2020 | Tagged | Leave a comment
Channel Fingerprint Based Beam Tracking for Millimeter Wave Communications

R. Deng, S. Chen, S. Zhou, Z. Niu, and W. Zhang, Channel Fingerprint Based Beam Tracking for Millimeter Wave Communications, IEEE Commun. Letters, 2020, 24(3):639-643.

Posted on March 4, 2020 | Tagged | Leave a comment
AI-Assisted Low Information Latency Wireless Networking

Z. Jiang, S. Fu, S. Zhou, Z. Niu, S. Zhang, and S. Xu, AI-Assisted Low Information Latency Wireless Networking, IEEE Wireless Commun., 2020, 27(1):108-115.

Posted on February 4, 2020 | Tagged | Leave a comment
Near-Optimal MIMO-SCMA Uplink Detection with Low-Complexity Expectation Propagation

P. Wang, L. Liu, S. Zhou, G. Peng, S. Yin, and S. Wei, Near-Optimal MIMO-SCMA Uplink Detection with Low-Complexity Expectation Propagation, IEEE Trans. Wireless Commun., 2020, 19(2):1025-1037.

Posted on February 4, 2020 | Tagged | Leave a comment
A 2.92-Gb/s/W and 0.43-Gb/s/MG Flexible and Scalable CGRA-Based Baseband Processor for Massive MIMO Detection

G. Peng, L. Liu, S. Zhou, Q. Wei, S. Yin, and S. Wei, A 2.92-Gb/s/W and 0.43-Gb/s/MG Flexible and Scalable CGRA-Based Baseband Processor for Massive MIMO Detection, IEEE Journal of Solid State Circuits, 2020, 55(2):505-519.

Posted on February 4, 2020 | Tagged | Leave a comment
Energy- and Area-Efficient Recursive-Conjugate-Gradient-Based MMSE Detector for Massive MIMO Systems

L. Liu, G. Peng, P. Wang, S. Zhou, Q. Wei, S. Yin, and S. Wei, Energy- and Area-Efficient Recursive-Conjugate-Gradient-Based MMSE Detector for Massive MIMO Systems, IEEE Trans. Signal Proc., 2020, 68:573 - 588.

Posted on January 4, 2020 | Tagged | Leave a comment