Title :
Distance spectra and upper bounds on error probability for trellis codes
Author :
Trofimov, Andrei N. ; Kudryashov, Boris D.
Author_Institution :
St. Petersburg Inst. of Aircraft Instrum., Russia
fDate :
3/1/1995 12:00:00 AM
Abstract :
The problem of estimating error probability for trellis codes is considered. The set of all squared Euclidean distances between code sequences is presented as a countable set. This representation is used for calculating the generating functions for upper-bounding error probability and bit error probability for trellis codes satisfying some symmetry conditions. The generating functions of squared Euclidean distances (distance spectra) are obtained by inversion of a matrix of order 2ν. It is shown that the generating functions are defined in terms of one formal variable for QAM and uniform AM, and in terms of q/4 formal variables for q-ary PSK, q=2m, where m⩾2 is an integer. For small ν, the generating functions may be found in closed form. For larger ν, a numerical technique for obtaining some initial terms of the power series expansion is proposed. This algorithm is based on the recurrent matrix equations and the Chinese remainder theorem
Keywords :
Gaussian channels; coding errors; error statistics; matrix inversion; phase shift keying; probability; quadrature amplitude modulation; trellis codes; AWGN channel; Chinese remainder theorem; QAM; bit error probability; code sequences; distance spectra; error probability; formal variables; generating functions; matrix inversion; power series expansion; q-ary PSK; recurrent matrix equations; squared Euclidean distances; symmetry conditions; trellis codes; uniform AM; upper bounds; Convolutional codes; Equations; Error correction codes; Error probability; Euclidean distance; Partitioning algorithms; Phase shift keying; Quadrature amplitude modulation; Signal mapping; Upper bound;
Journal_Title :
Information Theory, IEEE Transactions on