High-order-modulation large MIMO detector based on physics-inspired methods
Sign Up to like & getrecommendations! Published in 2025 at "Physical Review Applied"
DOI: 10.1103/zmgv-m2ql
Abstract: Applying quantum annealing or current quantum-/physics-inspired algorithms for MIMO detection always abandon the direct gray-coded bit-to-symbol mapping in order to obtain Ising form, leading to inconsistency errors. This often results in slow convergence rates and… read more here.
Keywords: mimo detector; physics inspired; high order; order ... See more keywords
A MIMO Detector With Deep-Neural-Network for Faster-Than-Nyquist Optical Wireless Communications
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Photonics Journal"
DOI: 10.1109/jphot.2024.3373002
Abstract: Conventional multiple input multiple output (MIMO) detection algorithms face challenges related to computational complexity and limited performance when handling high-dimensional inputs and complex channel conditions. In order to enhance signal recovery accuracy in atmospheric turbulence… read more here.
Keywords: mimo detector; optical wireless; deep neural; detector ... See more keywords
Adaptive MIMO Detector Based on Hypernetwork: Design, Simulation, and Experimental Test
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2021.3126064
Abstract: Algorithm unfolding, which provides a systematic connection between conventional model-based algorithms and modern data-based deep learning, has exhibited great empirical success for efficiently balancing the performance and complexity of multiple-input and multiple-output (MIMO) detectors. However,… read more here.
Keywords: based hypernetwork; mimo detectors; mimo detector; mimo ... See more keywords