Improved Channel Equalization using Deep Reinforcement Learning and Optimization

Katwal, Swati and Bhatia, Vinay (2021) Improved Channel Equalization using Deep Reinforcement Learning and Optimization. EAI Endorsed Transactions on Scalable Information Systems.

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Abstract

INTRODUCTION: Data transmission through channels observe large distortions arising due to the channel's dispersive nature challenged with inter-symbol interference.

OBJECTIVES: The paper serves twin tasks, firstly addresses the challenges of signal interference using RL based model and secondl

Item Type: Article
Date Deposited: 04 Mar 2026 15:11
Last Modified: 11 Apr 2026 15:47
URI: http://eprints.eai.eu/id/eprint/38145

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