703 citations · 805 across the 52 of their papers we have counts for
4 papers · 1 filter
Carrier-Sense Multiple Access for Heterogeneous Wireless Networks Using Deep Reinforcement Learning
Yiding Yu, Soung Chang Liew, Taotao Wang
This paper investigates a new class of carrier-sense multiple access (CSMA) protocols that employ deep reinforcement learning (DRL) techniques for heterogeneous wireless networking…
AlphaSeq: Sequence Discovery with Deep Reinforcement Learning
Yulin Shao, Soung Chang Liew, Taotao Wang
Sequences play an important role in many applications and systems. Discovering sequences with desired properties has long been an interesting intellectual pursuit. This paper puts…
Noncoherent Detection for Physical-Layer Network Coding
Zhaorui Wang, Soung Chang Liew, Lu Lu
This paper investigates noncoherent detection in a two-way relay channel operated with physical layer network coding (PNC), assuming FSK modulation and short-packet transmissions.…
Duality of Channel Encoding and Decoding - Part II: Rate-1 Non-binary Convolutional Codes
Qimin You, Yonghui Li, Soung Chang Liew +1
This is the second part of a series of papers on a revisit to the bidirectional Bahl-Cocke-Jelinek-Raviv (BCJR) soft-in-soft-out (SISO) maximum a posteriori probability (MAP) decod…