DocumentCode
769671
Title
Analysis of the impact of channel estimation errors on the performance of a decision-feedback equalizer in fading multipath channels
Author
Stojanovic, M. ; Proakis, J.G. ; Catipovic, J.A.
Author_Institution
Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
Volume
43
Issue
38020
fYear
1995
Firstpage
877
Lastpage
886
Abstract
A coherent receiver with a decision-feedback equalizer (DFE) operating on a Rayleigh fading channel under a suitable adaptive algorithm is considered. In the analysis of a DFE, a common assumption is that the receiver has perfect knowledge of the channel impulse response. However, this is not the case in practice, and for a rapidly fading channel, errors in channel tracking can become significant. We analyze theoretically the impact of these errors on the performance of a multichannel DFE. The expressions obtained for the achievable average MPSK bit error probabilities depend on the estimation error covariance. In order to specify this matrix, we focus on a special case when a Kalman filter is used as an optimal channel estimator. In this case, the probability of bit error can be assessed directly in terms of channel fading model parameters, the most interesting of which is the fading rate. Our results show the penalty imposed by imperfect channel estimation, as well as the fading-induced irreducible error rates.<>
Keywords
Kalman filters; adaptive equalisers; adaptive estimation; covariance matrices; decision feedback equalisers; error statistics; fading; filtering theory; multipath channels; phase shift keying; Kalman filter; MPSK; Rayleigh fading channel; adaptive algorithm; bit error probability; channel estimation errors; channel fading model parameters; channel impulse response; channel tracking; coherent receiver; covariance matrix; decision-feedback equalizer; estimation error covariance; fading multipath channels; fading rate; irreducible error rates; multichannel DFE; optimal channel estimator; rapidly fading channel; Adaptive algorithm; Channel estimation; Covariance matrix; Decision feedback equalizers; Error analysis; Error probability; Estimation error; Fading; Performance analysis;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/26.380120
Filename
380120
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