2 citations · 2 across the 3 of their papers we have counts for
4 papers
Reconfigurable AI Modules Aided Channel Estimation and MIMO Detection
Xiangzhao Qin, Sha Hu, Jiankun Zhang +2
Deep learning (DL) based channel estimation (CE) and multiple input and multiple output detection (MIMODet), as two separate research topics, have provided convinced evidence to de…
Soft MIMO Detection Using Marginal Posterior Probability Statistics
Jiankun Zhang, Hao Wang, Jing Qian +1
Soft demodulation of received symbols into bit log-likelihood ratios (LLRs) is at the very heart of multiple-input-multiple-output (MIMO) detection. However, the optimal maximum a…
Online Learning Based NLOS Ranging Error Mitigation in 5G Positioning
Jiankun Zhang, Hao Wang
The fifth-generation (5G) wireless communication is useful for positioning due to its large bandwidth and low cost. However, the presence of obstacles that block the line-of-sight…
Residual-Aided End-to-End Learning of Communication System without Known Channel
Hao Jiang, Shuangkaisheng Bi, Linglong Dai +2
Leveraging powerful deep learning techniques, the end-to-end (E2E) learning of communication system is able to outperform the classical communication system. Unfortunately, this co…