NUMERICAL COMPUTATION OF THE CAPACITY OF CONTINUOUS MEMORYLESS CHANNELS

摘要

We extend the Blahut-Arimoto algorithm to continuous memoryless channels by means of sequential Monte Carlo integration in conjunction with gradient methods. We apply the algorithm to a Gaussian channel with an average- and/or peak-power constraint.