Title :
A Study on Universal Codes With Finite Block Lengths
Author :
Shi, Jun ; Wesel, Richard D.
Author_Institution :
Qualcomm Inc., San Diego
Abstract :
Based on random codes and typical set decoding, an alternative proof of Root and Varaiya´s compound channel coding theorem for linear Gaussian channels is presented. The performance limit of codes with finite block length under a compound channel is studied through error bounds and simulation. Although the theorem promises uniform convergence of the probability of error as the block length approaches infinity, with short block lengths the performance can differ considerably for individual channels. Simulation results show that universal performance can be a practical goal as the block lengths become large.
Keywords :
Gaussian channels; channel coding; wireless channels; channel coding; error probability; finite block lengths; linear Gaussian channels; random codes; uniform convergence; universal codes; AWGN; Additive white noise; Channel coding; Convergence; Decoding; Gaussian channels; H infinity control; Jamming; Monte Carlo methods; Rayleigh channels; Compound channel; random coding bound; sphere-packing bound (SPB); universal code;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2007.903156