Optimum Self-Random Number Generation Rate and Its Application to the Rate-Distortion-Perception-Problem

Ryo Nomura

Keywords: perceptual quantity, random number generation, rate-distortion-perception function

Abstract:

In this paper, we consider the rate-distortion-perception (RDP) problem with respect to $f$-divergences from the viewpoint of information-theoretic random number generation.
First, we address the self-random number generation problem, which is a subproblem of the RDP problem, and derive the general formula for the optimum achievable rate.
Then, we apply our findings to the RDP problem.

Submission Number: 5