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