A study on multi-antenna and pertinent technologies with AI/ML approaches for B5G/6G networks

MUA Siddiqui, F Qamar, SHA Kazmi, R Hassan… - Electronics, 2022 - mdpi.com
The quantum leap in mobile data traffic and high density of wireless electronic devices,
coupled with the advancements in industrial radio monitoring and autonomous systems …

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 …

Ordinary Differential Equation-based MIMO Signal Detection

A Nakai-Kasai, T Wadayama - arXiv preprint arXiv:2304.14097, 2023 - arxiv.org
The required signal processing rate in future wireless communication systems exceeds the
performance of the latest electronics-based processors. Introduction of analog optical …

Low‐Complexity BFGS‐Based Soft‐Output MMSE Detector for Massive MIMO Uplink

L Li, J Hu - IET Signal Processing, 2023 - Wiley Online Library
For the massive multiple‐input multiple‐output (MIMO) uplink, the linear minimum mean
square error (MMSE) detector is near‐optimal but involves undesirable matrix inversion. In …

A Low-Complexity Iterative Detection algorithm for Uplink Massive MIMO Systems

IA Khoso, CG Kang - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
Linear minimum mean square error (MMSE) detector achieves nearly optimal performance
for massive multiple-input multiple-output (MIMO) systems, but its complexity is significantly …