Deep learning-driven channel estimation for Intelligent reflecting surfaces aided networks: A comprehensive survey

Jaya Singh; Kuldeep Singh; Dimpal Janu; Sandeep Kumar; Ghanshyam Singh

doi:10.1016/j.engappai.2025.110861

ScienceGate Book Chapters

JOURNAL ARTICLE

Deep learning-driven channel estimation for Intelligent reflecting surfaces aided networks: A comprehensive survey

Jaya Singh Kuldeep Singh Dimpal Janu Sandeep Kumar Ghanshyam Singh

Year: 2025 Journal: Engineering Applications of Artificial Intelligence Vol: 154 Pages: 110861-110861 Publisher: Elsevier BV

DOI: 10.1016/j.engappai.2025.110861

Get Full-Text PDF Get Analytical Report

Keywords:

Computer science Channel (broadcasting) Deep learning Artificial intelligence Estimation Machine learning Telecommunications Human–computer interaction

Metrics

Cited By

4.04

FWCI (Field Weighted Citation Impact)

184

Refs

0.86

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Advanced Wireless Communication Technologies

Physical Sciences → Engineering → Electrical and Electronic Engineering

Optical Wireless Communication Technologies

Physical Sciences → Engineering → Electrical and Electronic Engineering

Underwater Vehicles and Communication Systems

Physical Sciences → Engineering → Ocean Engineering

Deep learning-driven channel estimation for Intelligent reflecting surfaces aided networks: A comprehensive survey

Metrics

Citation History

Topics

Related Documents

Deep Learning Aided Channel Estimation in Intelligent Reflecting Surfaces

Revolutionizing Intelligent Reflecting Surfaces: Deep Learning-Driven Channel Estimation

Semi-Passive Intelligent Reflecting Surfaces Aided Channel Estimation for Vehicular Networks

Intelligent Reflecting Surface‐Aided Wireless Networks: Deep Learning‐Based Channel Estimation Using ResNet+UNet

Deep Learning-Based Blockage Prediction For Intelligent Reflecting Surfaces-Aided V2X Networks