Improved Channel Equalization using Deep Reinforcement Learning and Optimization

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 seco...

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Bibliographic Details
Main Authors: Swati Katwal, Vinay Bhatia
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2022-03-01
Series:EAI Endorsed Transactions on Scalable Information Systems
Subjects:
Online Access:https://eudl.eu/pdf/10.4108/eai.28-10-2021.171685