Nested Symmetric Polar Codes
arXiv:2410.23885 · doi:10.1109/ICC52391.2025.11161935
Abstract
In this paper, we propose a data-driven algorithm to design rate- and length-flexible polar codes. While the algorithm is very general, a particularly appealing use case is the design of codes for automorphism ensemble decoding (AED), a promising decoding algorithm for ultra-reliable low-latency communications (URLLC) and massive machine-type communications (mMTC) applications. To this end, theoretic results on nesting of symmetric polar codes are derived, which give hope in finding a fully nested, rate-compatible sequence suitable for AED. Using the proposed algorithms, such a flexible polar code design for automorphism ensemble successive cancellation (SC) decoding is constructed, outperforming existing code designs for AED and also the 5G polar code under cyclic redundancy check (CRC)-aided successive cancellation list (SCL) decoding.
6 pages, 2 figures. Presented at ICC 2025
References in corpus (4)
- Coding in the Finite-Blocklength Regime: Bounds based on Laplace Integrals and their Asymptotic Approximations
- Algebraic Properties of Polar Codes From a New Polynomial Formalism
- On the Distribution of Partially Symmetric Codes for Automorphism Ensemble Decoding
- Shortened Polar Codes under Automorphism Ensemble Decoding