DocumentCode :
76902
Title :
A New MSE Channel Estimator Optimized for Nonlinearly Distorted Faded OFDM Signals With Applications to Radio Over Fiber
Author :
Oliveira, Joao M. B. ; Salgado, Henrique M. ; Rodrigues, Miguel R. D.
Author_Institution :
Synopsys, Inc., Maia, Portugal
Volume :
62
Issue :
8
fYear :
2014
fDate :
Aug. 2014
Firstpage :
2977
Lastpage :
2985
Abstract :
In this paper, we propose a new channel estimation (CE) structure that aims to minimize the mean square error (MMSE) of orthogonal frequency-division multiplexing signals that are corrupted by fading, nonlinear, and additive white Gaussian noise channels. We demonstrate that it exhibits a simple structure consisting of a set of correlators matched to every frequency component in the nonlinearly distorted signal, followed by a linear transformation. An extension suitable for frequency shifted signals is also discussed. As case study, the potential of such CE in uplink radio-over-fiber (RoF) systems conveying WiFi signals is analyzed. Through simulations, we demonstrate the usage of the one-tap and iterative maximum likelihood (ML)-algorithm-based equalizers, when used jointly with the proposed MMSE, zero forcing, or perfect CEs. Results show that the performance of the MMSE CE approximates the one of the perfect CE. In addition, when used in conjunction with the ML algorithm, it enables relaxation of linear requirements of components in RoF by passing the need for transmitter predistortion techniques that would otherwise significantly increase wireless devices complexity.
Keywords :
AWGN channels; channel estimation; fading channels; maximum likelihood estimation; mean square error methods; radio links; radio-over-fibre; CE structure; ML algorithm; MMSE; MSE channel estimator; RoF systems; WiFi signals; additive white Gaussian noise channels; fading channels; frequency component; frequency shifted signals; iterative maximum likelihood algorithm; linear transformation; mean square error; nonlinear channels; nonlinearly distorted faded OFDM signals; nonlinearly distorted signal; orthogonal frequency division multiplexing signals; radio over fiber applications; uplink radio-over-fiber; wireless devices complexity; Channel estimation; Fading; Nonlinear distortion; OFDM; Uplink; Wireless communication; OFDM; fading; maximum likelihood detection; mean square error methods; nonlinear distortion; optical fiber communication;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/TCOMM.2014.2334619
Filename :
6847191
Link To Document :
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