• 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