Title :
On the complexity of Unary Error Correction codes for the near-capacity transmission of symbol values from an infinite set
Author :
Zhang, Wenbo ; Maunder, Robert G. ; Hanzo, Lajos
Author_Institution :
Electronics and Computer Science, University of Southampton, SO17 1BJ, United Kingdom
Abstract :
Unary Error Correction (UEC) codes have recently been proposed for the near-capacity Joint Source and Channel Coding (JSCC) of symbol values that are selected from a set having an infinite cardinality. In this paper, we characterize the computational complexity of UEC decoders and use complexity analysis for striking a desirable trade-off between the contradictory requirements of low complexity and near-capacity operation. We investigate a wide range of application scenarios and offer a deep insight into their beneficial parameterizations. In particular, we introduce puncturing for controlling the scheme´s throughput and for facilitating fair comparisons with a Separate Source and Channel Coding (SSCC) benchmarker. The UEC scheme is found to offer almost 1.3 dB gain, when operating within 1.6 dB of the capacity bound. This is achieved without any increase in transmission energy, bandwidth, transmit duration or decoding complexity.
Keywords :
Benchmark testing; Complexity theory; Decoding; Encoding; Iterative decoding; Phase shift keying; Vectors; Channel capacity; Channel coding; EXIT chart; Iterative decoding; Source coding; Unary Error Correction Codes; Video coding;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2013 IEEE
Conference_Location :
Shanghai, Shanghai, China
Print_ISBN :
978-1-4673-5938-2
Electronic_ISBN :
1525-3511
DOI :
10.1109/WCNC.2013.6555003