Approximate maximum a posteriori carrier phase estimator for Wiener phase noise channels using belief propagation

The blind phase search (BPS) algorithm for carrier phase estimation is known to have suboptimal performance for probabilistically shaped constellations. We present a belief propagation based approximate maximum a posteriori carrier phase estimator and compare its performance with the standard and an improved BPS algorithm.