Title :
Convergence analysis of turbo-decoding of product codes
Author :
Sella, Assaf ; Be´ery, Y.
Author_Institution :
Dept. of Electr. Eng.-Syst., Tel Aviv Univ., Israel
Abstract :
Geometric interpretation of turbo-decoding has founded an analytical basis, and provided tools for the analysis of this algorithm. Based on this geometric framework, we extend the analytical results for turbo-decoding of product codes, and show how analysis tools can be practically adopted for this case. Specifically, we investigate the algorithm´s stability and its convergence rate. We present new results concerning the structure and properties of stability matrices of the algorithm, and develop upper bounds on the algorithm´s convergence rate. We prove that for any 2×2 (information bits) product codes, there is a unique and stable fixed point. For the general case, we present sufficient conditions for stability. The interpretation of these conditions provides an insight to the behavior of the decoding algorithm
Keywords :
Golay codes; Hamming codes; convergence of numerical methods; iterative decoding; numerical stability; turbo codes; Golay codes; Hamming codes; algorithm stability; convergence analysis; convergence rate; geometric framework; product codes; stability matrices; turbo-decoding; upper bounds; Algorithm design and analysis; Analytical models; Convergence; Decoding; Eigenvalues and eigenfunctions; Jacobian matrices; Product codes; Stability; Sufficient conditions; Turbo codes;
Conference_Titel :
Information Theory, 2000. Proceedings. IEEE International Symposium on
Conference_Location :
Sorrento
Print_ISBN :
0-7803-5857-0
DOI :
10.1109/ISIT.2000.866782