JOURNAL ARTICLE

Enhanced Decision-Directed Channel Estimation of Time-Varying Flat MIMO Channels

Abstract

This paper presents a combined pilot-assisted and decision-directed approach to estimate a Rayleigh flat fading MIMO channel. The suggested algorithm is very attractive in comparison to other tracking techniques due to its simplicity and numerical robustness. We introduce a moving-average filter to suppress the noise and show that optimizing the filter parameters such as length and initialization coefficients leads to significant performance improvement. Simulation results for different Doppler frequencies show the effectiveness of the proposed scheme.

Keywords:
Robustness (evolution) Initialization MIMO Rayleigh fading Computer science Fading Control theory (sociology) Channel (broadcasting) Algorithm Doppler effect Filter (signal processing) Rayleigh scattering Electronic engineering Telecommunications Engineering Artificial intelligence Physics

Metrics

4
Cited By
0.31
FWCI (Field Weighted Citation Impact)
12
Refs
0.67
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Wireless Communication Techniques
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Advanced MIMO Systems Optimization
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Advanced Adaptive Filtering Techniques
Physical Sciences →  Engineering →  Computational Mechanics
© 2026 ScienceGate Book Chapters — All rights reserved.