Machine-Learning-Based Framework for Coding Digital Receiving Array with Few RF Channels

A novel framework for a low-cost coding digital receiving array based on machine learning (ML-CDRA) is proposed in this paper. The received full-array signals are encoded into a few radio frequency (RF) channels, and decoded by an artificial neural network in real-time. The encoding and decoding net...

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Bibliographic Details
Main Authors: Lei Xiao, Yubing Han, Zuxin Weng
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/14/20/5086