A low-complexity iterative phase noise tracker for bit-interleaved coded CPM signals in AWGN

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.

Publication
IEEE TRANSACTIONS ON SIGNAL PROCESSING
Nele Noels
Professor of Telecommunications

My research interests include statistical communication theory, carrier and symbol synchronization, bandwidth-efficient modulation and coding, massive MIMO, optical OFDM, satellite and mobile communication.