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
Link To Document :
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