Achievable Rates of Generalized Linear Systems with Orthogonal/Vector AMP Receiver

L Liu, Y Chi, Y Li, Z Zhang - IEEE Transactions on Signal …, 2023 - ieeexplore.ieee.org
In signal processing and wireless communications, the generalized linear system (GLS) has
been widely used to evaluate the impact of nonlinear preprocessing on receiver …

Performance analysis and comparison of approximate detectors with linear detectors in massive MIMO systems under imperfect channel state information

K Khurshid, M Imran, A Wakeel - Transactions on Emerging …, 2023 - Wiley Online Library
Massive MIMO systems are a key technology for enhancing the capacity and reliability of
wireless communication systems. However, to unlock the full potential of massive MIMO …

Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection

W Zhuang, Y Mao, H He, L Xie, S Song, Y Ge… - arXiv preprint arXiv …, 2024 - arxiv.org
Orthogonal time frequency space (OTFS) modulation has emerged as a promising solution
to support high-mobility wireless communications, for which, cost-effective data detectors are …

Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks

S Xie, H He, H Li, S Song, J Zhang, YJA Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
Deep learning-based joint source-channel coding (DJSCC) is expected to be a key
technique for {the} next-generation wireless networks. However, the existing DJSCC …