Title :
A Unary Error Correction Code for the Near-Capacity Joint Source and Channel Coding of Symbol Values from an Infinite Set
Author :
Maunder, Robert G. ; Zhang, Wenbo ; Wang, Tao ; Hanzo, Lajos
Author_Institution :
Electronics and Computer Science, University of Southampton, Hampshire, SO17 1BJ, UK
Abstract :
A novel Joint Source and Channel Code (JSCC)} is proposed, which we refer to as the Unary Error Correction (UEC) code. Unlike existing JSCCs, ourUEC facilitates the practical encoding of symbol values that are selected from a set having an infinite cardinality. Conventionally, these symbols are conveyed using Separate Source and Channel Codes (SSCCs), but we demonstrate that the residual redundancy that is retained following source coding results in capacity loss. This loss is found to have a value of 1.11 dB in a particular practical scenario, where Quaternary Phase Shift Keying (QPSK) modulation is employed for transmission over an uncorrelated narrowband Rayleigh fading channel. By contrast, the proposed UEC code can eliminate this capacity loss, or reduce it to an infinitesimally small value. Furthermore, the UEC code has only a moderate complexity, facilitating its employment in practical low-complexity applications.
Keywords :
Complexity theory; Decoding; Encoding; Entropy; Error correction codes; Phase shift keying; Vectors; Source coding; channel capacity; channel coding; iterative decoding; video coding;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2013.031213.120460