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Author Archives: niulab
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Radio Resource Allocation for Bidirectional Offloading in Space-Air-Ground Integrated Vehicular Network
Guangchao Wang, Sheng Zhou, and Zhisheng Niu, Radio Resource Allocation for Bidirectional Offloading in Space-Air-Ground Integrated Vehicular Network, Journal of Communications and Information Networks, Vol: 4 No: 4 pp: 24-31, Dec. 2019
Age of Information and Delay Tradeoff with Freshness-Aware Mobile Edge Cache Update
S. Zhang, L. Wang, H. Luo, X. Ma and S. Zhou, Age of Information and Delay Tradeoff with Freshness-Aware Mobile Edge Cache Update, IEEE Globecom’19, Waikoloa, HI, USA, Dec. 9-13, 2019
Context-Aware Information Lapse for Timely Status Updates in Remote Control Systems
Xi Zheng, Sheng Zhou, and Zhisheng Niu, Context-Aware Information Lapse for Timely Status Updates in Remote Control Systems, IEEE Globecom’19, Waikoloa, HI, USA, Dec. 9-13, 2019
Service Function Chain Planning with Resource Balancing in Space-Air-Ground Integrated Networks
Guangchao Wang, Sheng Zhou, Zhisheng Niu, Shan Zhang, and Sherman Shen, Service Function Chain Planning with Resource Balancing in Space-Air-Ground Integrated Networks, IEEE Globecom’19, Waikoloa, HI, USA, Dec. 9-13, 2019
Heterogeneous Coded Computation across Heterogeneous Workers
Yuxuan Sun, Junlin Zhao, Sheng Zhou, and Deniz Gunduz, Heterogeneous Coded Computation across Heterogeneous Workers, IEEE Globecom’19, Waikoloa, HI, USA, Dec. 9-13, 2019
Closed-Form Analysis of Non-Linear Age of Information in Status Updates With an Energy Harvesting Transmitter
Xi Zheng, Sheng Zhou, Zhiyuan Jiang, Zhisheng Niu, Closed-Form Analysis of Non-Linear Age of Information in Status Updates With an Energy Harvesting Transmitter, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS，Vol: 18 No: 8 pp: 4129-4142，AUG 2019
Joint Optimization of Scheduling and Power Control in Wireless Networks: Multi-Dimensional Modeling and Decomposition
Lu Liu, Yu Cheng, Xianghui Cao, Sheng Zhou, Zhisheng Niu, Ping Wang, Joint Optimization of Scheduling and Power Control in Wireless Networks: Multi-Dimensional Modeling and Decomposition, IEEE TRANSACTIONS ON MOBILE COMPUTING，Vol: 18 No: 7 pp: 1585-1600，JUL 2019
Learning-Based Remote Channel Inference: Feasibility Analysis and Case Study
Sheng Chen, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, Learning-Based Remote Channel Inference: Feasibility Analysis and Case Study, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS，Vol: 18 No: 7 pp: 3554-3568, JUL 2019
Intermittent CSI Update for Massive MIMO Systems With Heterogeneous User Mobility
Ruicheng Deng, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, Intermittent CSI Update for Massive MIMO Systems With Heterogeneous User Mobility, IEEE TRANSACTIONS ON COMMUNICATIONS, Vol: 67 No: 7 pp: 4811-4824,JUL 2019
Scalable Multi-Agent Learning for Situationally-Aware Multiple-Access and Grant-Free Transmissions
Zhiyuan Jiang, Andrei Marinescu, Luiz DaSilva, Sheng Zhou, Zhisheng Niu, Scalable Multi-Agent Learning for Situationally-Aware Multiple-Access and Grant-Free Transmissions, IEEE SPAWC’19, Cannes, France，Jul. 2-5，2019