DocumentCode :
1764359
Title :
A Spectral Approach to Inter-Carrier Interference Mitigation in OFDM Systems
Author :
Septimus, Avi ; Keller, Yosi ; Bergel, Itsik
Author_Institution :
Fac. of Eng., Bar Ilan Univ., Ramat-Gan, Israel
Volume :
62
Issue :
8
fYear :
2014
fDate :
Aug. 2014
Firstpage :
2802
Lastpage :
2811
Abstract :
In this paper, we propose a new method for intercarrier interference (ICI) mitigation in orthogonal frequency-division multiplexing (OFDM) systems. The proposed approach views the signal reconstruction problem at the receiver end as an integer least squares (ILS) problem, and uses a recently developed spectral approach called sequential probabilistic ILS (SPILS) to solve it. The proposed approach outperforms other state-of-the-art approaches while having the same computational complexity. In addition, we present a novel extension to the SPILS scheme that allows the generation of soft decisions (for communication systems which use soft-decision decoding). The use of soft-decision decoding (naturally) brings significant improvement in the detection reliability, and we show that the proposed method again outperforms other state-of-the-art approaches. To better address the tradeoff between performance and complexity, we first suggest a novel method to reduce the number of matrix inversions required and hence, to reduce the implementation complexity without any degradation in performance. We also introduce a novel low complexity scheme termed Quick SPILS (QSPILS) in which we lose a little in detection reliability, but significantly reduce the implementation complexity. Index Terms-Digital communications,
Keywords :
OFDM modulation; computational complexity; decoding; intercarrier interference; interference suppression; least squares approximations; matrix inversion; probability; reliability; signal reconstruction; ICI mitigation; OFDM system; QSPILS problem; computational complexity; detection reliability; intercarrier interference mitigation; matrix inversion; orthogonal frequency-division multiplexing system; quick sequential probabilistic integer least square problem; signal reconstruction; soft-decision decoding; Complexity theory; Decoding; Doppler effect; Frequency-domain analysis; OFDM; Probabilistic logic; Vectors; Digital communications; communication systems; decoding; fading channels;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/TCOMM.2014.2321379
Filename :
6809151
Link To Document :
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