Title :
Improved message passing algorithm for phase noise channels using optimal approximation of Tikhonov mixtures
Author :
Shayovitz, Shachar ; Raphaeli, Dan
Author_Institution :
Dept. of Electr. Eng., Tel Aviv Univ., Tel Aviv, Israel
Abstract :
In this paper we propose an improved message passing algorithm for the phase noise channel. We assume LDPC or Turbo coding and utilize their soft decisions to perform joint detection and estimation of the phase noise. We use the directional statistics framework to approximate the messages of the Sum & Product Algorithm to a Tikhonov distribution. Finally, we show simulation results of the proposed algorithm and show its superiority over some of the current state of the art algorithms.
Keywords :
channel coding; decoding; message passing; parity check codes; phase noise; turbo codes; wireless channels; LDPC; Tikhonov distribution; Tikhonov mixtures; directional statistics; joint detection; low density parity check codes; message passing algorithm; optimal approximation; phase noise channels; soft decisions; sum & product algorithm; turbo coding; Approximation algorithms; Approximation methods; Estimation; Iterative decoding; Joints; Phase noise; Tikhonov; directional statistics; factor graph; moment matching; phase noise; phase slip;
Conference_Titel :
Communications Control and Signal Processing (ISCCSP), 2012 5th International Symposium on
Conference_Location :
Rome
Print_ISBN :
978-1-4673-0274-6
DOI :
10.1109/ISCCSP.2012.6217783