An Optimised FPGA implementation of Recursive Least Square Equalization for Fading Channels

Recursive Least Square (RLS) based equalization is a popular equalization scheme especially used in communication receivers to cater for moderate to fast time varying fading channels owing to its fast convergence. Also compared to its linear counterpart, Decision feedback equalizer (DFE) architecture works well in deep fading scenario as it does not have noise enhancement issue even if null is present in the frequency response of communication channel. The complexity of RLS scheme is significantly high which further gets increased if DFE architecture is employed. This work discusses the efficient implementation of RLS-DFE on Field Programmable Gate Arrays and its functional testing employing Hardware Co-Simulation approach. Significant reduction in hardware is achieved utilizing pipelining along with other optimizations.

Authors

Institutions

Publication Details

Published
2024-10-04
DOI
https://doi.org/10.1109/mac61551.2024.10837291
Primary Topic
Advanced Wireless Communication Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

An Optimised FPGA implementation of Recursive Least Square Equalization for Fading Channels

Nitin Tandon
Advanced Wireless Communication Techniques
article

An Optimised FPGA implementation of Recursive Least Square Equalization for Fading Channels

Nitin Tandon
article en

Abstract

Recursive Least Square (RLS) based equalization is a popular equalization scheme especially used in communication receivers to cater for moderate to fast time varying fading channels owing to its fast convergence. Also compared to its linear counterpart, Decision feedback equalizer (DFE) architecture works well in deep fading scenario as it does not have noise enhancement issue even if null is present in the frequency response of communication channel. The complexity of RLS scheme is significantly high which further gets increased if DFE architecture is employed. This work discusses the efficient implementation of RLS-DFE on Field Programmable Gate Arrays and its functional testing employing Hardware Co-Simulation approach. Significant reduction in hardware is achieved utilizing pipelining along with other optimizations.

Defence Electronics Application Laboratory (IN)
Openalex Percentile: Top 76%
Advanced Wireless Communication Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.