activity
20112026
most citedDeep-Reinforcement Learning Multiple Access for Heterogeneous Wireless Networks

335 citations · 698 across the 43 of their papers we have counts for

collaborators
Showing cs.ITShow all

10 papers · 1 filter

cs.IT2021

PNC Enabled IIoT: A General Framework for Channel-Coded Asymmetric Physical-Layer Network Coding

Zhaorui Wang, Ling Liu, Shengli Zhang +3

This paper investigates the application of physical-layer network coding (PNC) to Industrial Internet-of-Things (IIoT) where a controller and a robot are out of each other's transm…

cs.IT2021

Deep Learning Based MAC via Joint Channel Access and Rate Adaptation

Jiantao Xin, Wensen Xu, Yucheng Cai +5

The existing medium access control (MAC) protocol of Wi-Fi networks (i.e., carrier-sense multiple access with collision avoidance (CSMA/CA)) suffers from poor performance in dense…

cs.IT2021

The DoF Region of Order-(K-1) Messages for the K-user MIMO Broadcast Channel with Delayed CSIT

Tong Zhang, Shuai Wang, Taotao Wang +1

This paper theoretically characterizes the degrees-of-freedom (DoF) region of order- messages for the -user multiple-input multiple-output (MIMO) broadcast channel with d…

cs.IT2019★ 2 cited

Deep Learning for Joint MIMO Detection and Channel Decoding

Taotao Wang, Lihao Zhang, Soung Chang Liew

We propose a deep-learning approach for the joint MIMO detection and channel decoding problem. Conventional MIMO receivers adopt a model-based approach for MIMO detection and chann…

cs.IT2017

On-off Analog Beamforming for Massive MIMO

Shengli Zhang, Chongtao Guo, Taotao Wang +1

This paper investigates a new analog beamforming architecture for massive multiple-input multiple-output (MIMO) systems, where each of the multiple transmit antennas is switched to…

cs.IT2015

Optimal Rate-Diverse Wireless Network Coding

Taotao Wang, Soung Chang Liew, Long Shi

This paper proposes an encoding/decoding framework for achieving the optimal channel capacities of the two-user broadcast channel where each user (receiver) has the message targete…

cs.IT2015★ 2 cited

Joint Multiple Symbol Differential Detection and Channel Decoding for Noncoherent UWB Impulse Radio by Belief Propagation

Taotao Wang, Tiejun Lv, Hui Gao +1

This paper proposes a belief propagation (BP) message passing algorithm based joint multiple symbol differential detection (MSDD) and channel decoding scheme for noncoherent differ…

cs.IT2015★ 14 cited

Frequency-Asynchronous Multiuser Joint Channel-Parameter Estimation, CFO Compensation and Channel Decoding

Taotao Wang, Soung Chang Liew

This paper investigates a channel-coded multiuser system operated with orthogonal frequency-division multiplexing (OFDM) and interleaved division multiple-access (IDMA). To realize…

cs.IT2013

Joint Phase Tracking and Channel Decoding for OFDM Physical-Layer Network Coding

Taotao Wang, Soung Chang Liew

This paper investigates the problem of joint phase tracking and channel decoding in OFDM based Physical-layer Network Coding (PNC) systems. OFDM signaling can obviate the need for…

cs.IT2013

Joint Channel Estimation and Channel Decoding in Physical-Layer Network Coding Systems: An EM-BP Factor Graph Framework

Taotao Wang, Soung Chang Liew

This paper addresses the problem of joint channel estimation and channel decoding in physical-layer network coding (PNC) systems. In PNC, multiple users transmit to a relay simulta…