Title :
Construction and Block Error Rate Analysis of Polar Codes Over AWGN Channel Based on Gaussian Approximation
Author :
Daolong Wu ; Ying Li ; Yue Sun
Author_Institution :
State Key Lab. of ISN, Xidian Univ., Xi´an, China
Abstract :
Polar codes are usually constructed to minimize the upper bound of a block error ratio (BLER). In this paper, we discuss the estimation of the exact BLERs of polar codes as well as the construction of polar codes. Assuming that successive cancellation (SC) decoding is employed, we present a method for estimating the exact BLER of polar codes with the help of Gaussian approximation (GA). A new algorithm is proposed to construct polar codes, aimed at minimizing the exact BLER, instead of the upper bound of the BLER. Analysis indicates that the new method is less complex than the existing methods. It is also shown that the estimation results match the simulations well.
Keywords :
AWGN channels; Gaussian distribution; approximation theory; channel coding; AWGN channel; BLER; Gaussian approximation; block error rate analysis; block error ratio; polar codes; Complexity theory; Decoding; Error probability; Estimation; Gaussian approximation; Monte Carlo methods; Upper bound; Gaussian approximation; Polar codes; channel coding; channel polarization;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2014.2325811