Distributed Downlink Precoding for Cell-Free Massive MIMO: A Quasi-Neural Network Approach
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2024.3443735
Abstract: This paper proposes a novel downlink precoding method for a cell-free massive multiple-input multiple-output (CF-mMIMO) network, requiring no channel state information sharing between the access points via fronthaul links. By drawing analogies between a CF-mMIMO… read more here.
Keywords: cell free; free massive; downlink precoding; network ... See more keywords
Line Spectral Estimation Inspired by Quasi-Neural Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2022.3229944
Abstract: Different from a conventional artificial neural network (ANN) typically being used as a data-driven classifier, the “quasi-neural network” (Quasi-NN), with its inputs, outputs, and activation functions being artfully defined to have explicit physical meaning, is… read more here.
Keywords: neural network; spectral estimation; quasi neural; line ... See more keywords