Equidistant Polarizing Transforms

TL;DR

This paper introduces equidistant polarizing transforms for non-binary polar codes, enhancing polarization speed and error performance by optimizing distance profiles, with specific solutions for various signal set sizes.

Contribution

It presents new equidistant and almost equidistant polarizing transforms for non-binary polar codes, improving error probability polarization and approaching theoretical bounds.

Findings

Increased polarization speed with improved distance profiles.

Achieved equidistant spectrum bound for q=5.

Demonstrated frame error rate improvements.

Abstract

We consider non-binary polarization transform problem of polar codes. The focus of this work is on finding equidistant (or almost equidistant) polarizing transforms to maximize the minimum distance and to approach the equidistant distant spectrum bound as a function of signal set. This bound is an ultimate limit and tight for additive white Gaussian channels. In this way, polarization of error probability for the good channel is improved while the bad channel is almost the same for a given signal set. Our main result is that the polarization speed is increased by using polarizing transform with an improved distance profile. A non-binary polarization transform for q = 5 is found that can provide the equidistant distant spectrum bound. Almost equidistant polarization transforms for q = 4, 6, 7 and 8 are introduced for PSK signal sets. As a private solution, we provided new geometries for the signal set design to define the equidistant transform for q = 3 and q = 4 for one and two dimensional signalings. We proposed a procedure to design transforms that have better distance profiles for q-ary signal sets. Finally, we show improvements in frame error rates.