• DocumentCode
    1553313
  • Title

    A Low-Complexity Iterative Phase Noise Tracker for Bit-Interleaved Coded CPM Signals in AWGN

  • Author

    Noels, Nele ; Moeneclaey, Marc ; Simoens, Frederik ; Delaruelle, Daniel

  • Author_Institution
    TELIN Dept., Ghent Univ., Ghent, Belgium
  • Volume
    59
  • Issue
    9
  • fYear
    2011
  • Firstpage
    4271
  • Lastpage
    4285
  • Abstract
    This paper considers iterative detection of bit-interleaved coded continuous phase modulation in the presence of both phase noise (PN) and additive white Gaussian noise (AWGN). The proposed receiver iterates between a detection module and an estimation module. The detection module operates according to the sum-product algorithm and the factor graph framework in order to perform coherent maximum a posteriori bit detection in AWGN, using a PN estimate provided by the estimation module. The latter module, which results from the expectation-maximization algorithm for maximum likelihood estimation of the unknown PN samples, is implemented as a smoothing phase-locked loop that uses soft decisions provided by the detector. The separation between the detection and the estimation modules allows the use of an off-the-shelf (coherent) bit detector. The technique is further characterized by a very low computational complexity, a small error performance degradation and a small number of overhead symbols.
  • Keywords
    AWGN; communication complexity; continuous phase modulation; graph theory; iterative methods; maximum likelihood estimation; phase locked loops; radio receivers; AWGN; PN estimation; additive white Gaussian noise; bit-interleaved coded continuous phase modulation; coherent maximum a posteriori bit detection; computational complexity; detection module; estimation module; expectation-maximization algorithm; factor graph framework; iterative detection; low-complexity iterative phase noise tracker; maximum likelihood estimation; off-the-shelf coherent bit detector; overhead symbols; receiver; smoothing phase-locked loop; soft decision; sum-product algorithm; Detectors; Estimation; Modulation; Phase locked loops; Phase noise; Receivers; Tin; Belief propagation; bit-interleaved coded modulation; continuous-phase modulation (CPM); factor graph; iterative estimation and detection; phase noise tracking; sum-product algorithm; turbo carrier synchronization;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2011.2159498
  • Filename
    5875905