Title :
Block-Processing Soft-Input Soft-Output Demodulator for Coded PSK Using DCT-Based Phase Noise Estimation
Author :
Noels, Nele ; Bhatti, Jawad ; Bruneel, H. ; Moeneclaey, Marc
Author_Institution :
Dept. of Telecommun. & Inf. Process., Ghent Univ., Ghent, Belgium
Abstract :
This paper considers the detection of coded phaseshift keying signals subjected to additive white Gaussian noise and oscillator phase noise. We propose a detector that partitions the received frame into smaller blocks and models the unknown phasor variations over each block as a truncated discrete cosine transform (DCT) expansion. Detection and decoding are iteratively performed between a soft-input soft-output (SISO) demodulator, a SISO demapper, and a SISO decoder based on the sum-product algorithm and the factor graph framework, whereas the expectation-maximization algorithm is used in the demodulator for the DCT coefficients estimation. The resulting demodulator is shown to have an excellent performance/complexity tradeoff and to be well-suited for parallel processing on multiple cores.
Keywords :
AWGN; demodulators; discrete cosine transforms; error correction codes; graph theory; iterative decoding; optimisation; phase noise; phase shift keying; DCT-based phase noise estimation; SISO decoder; SISO demapper; additive white Gaussian noise; block-processing soft-input soft-output demodulator; coded PSK; discrete cosine transform; expectation-maximization algorithm; factor graph framework; iterative decoding; iterative detection; multiple cores; oscillator phase noise; parallel processing; phase-shift keying signal; phasor variation; sum-product algorithm; Approximation methods; Demodulation; Discrete cosine transforms; Estimation; Phase noise; Receivers; Vectors; Phase noise; communication systems; computation time; digital communication; digital signal processors; discrete cosine transforms; error correction coding; parallel algorithms; parameter estimation; synchronization;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2014.2338871