JOURNAL ARTICLE

Improved blind channel estimation method with Toeplitz displacement for long code DS-CDMA

Abstract

This paper proposes an improved blind channel estimation scheme for long code DS-CDMA systems with multipath fading channel. We first exploit the statistical properties of the autocorrelation matrix obtained from the received signal after matched filtering. Then the Toeplitz displacement method is applied to the autocorrelation matrix to remove the effects of channel noise and interference before the correlation matching approach is adopted to estimate the channel parameters. The method requires only the knowledge of the desired spreading code and its properties. Simulation results show that the proposed method can achieve a better MSE performance and be more robust against the near-far problem.

Keywords:
Toeplitz matrix Autocorrelation Code division multiple access Algorithm Computer science Autocorrelation matrix Multipath propagation Fading Channel (broadcasting) Spread spectrum Interference (communication) Code (set theory) Electronic engineering Mathematics Telecommunications Statistics Engineering

Metrics

2
Cited By
0.24
FWCI (Field Weighted Citation Impact)
8
Refs
0.62
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Wireless Communication Networks Research
Physical Sciences →  Computer Science →  Computer Networks and Communications
Advanced Wireless Communication Techniques
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Blind Source Separation Techniques
Physical Sciences →  Computer Science →  Signal Processing

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