Title :
Evolutionary Algorithm Aided Interleaver Design for Serially Concatenated Codes
Author :
Maunder, R.G. ; Hanzo, L.
Author_Institution :
Sch. of Electron. & Comput. Sci., Univ. of Southampton, Southampton, UK
fDate :
7/1/2011 12:00:00 AM
Abstract :
Previous interleavers designed for Serially Concatenated Codes (SCCs) have achieved a limited Minimum Hamming Distance (MHD) between the legitimate permutations of the encoded bit sequence. Hence, we propose a novel Evolutionary Algorithm (EA) capable of designing improved interleavers for SCCs, without artificially limiting the achievable MHD. As a result, increased MHDs and therefore reduced error floors are achieved, even if only a modest EA complexity can be afforded.
Keywords :
Hamming codes; concatenated codes; evolutionary computation; interleaved codes; encoded bit sequence; evolutionary algorithm aided interleaver design; minimum Hamming distance; serially concatenated codes; Algorithm design and analysis; Complexity theory; Evolutionary computation; Hamming distance; Indexes; Joints; Magnetohydrodynamics; Joint source and channel coding; information rates; trellis codes;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2011.042111.090321