Title :
The porosity of additive noise sequences
Author :
Misra, Vinith ; Weissman, Tsachy
Abstract :
Consider a binary modulo-additive noise channel with noiseless feedback. When the noise is a stationary and ergodic process Z, the capacity is 1 - H(Z) (H(·) denoting the entropy rate). It is shown analogously that when the noise is a deterministic sequence Z∞, the capacity under finite-state encoding and decoding is 1 - ρ̅(Z∞), where ρ̅(·) is Lempel and Ziv´s finite-state compressibility. This quantity is termed the porosity ρ̅(·) of an individual noise sequence. A sequence of schemes are presented that universally achieve porosity for any noise sequence. These results may be interpreted both as a channel-coding counterpart to Ziv and Lempel´s work in universal source coding, as well as an extension of the work by Lomnitz and Feder and Shayevitz and Feder on communication across modulo-additive channels.
Keywords :
binary sequences; channel coding; decoding; Lempel finite-state compressibility; Ziv finite-state compressibility; additive noise sequence porosity; binary modulo-additive noise channel; channel-coding; deterministic sequence; ergodic process; finite-state decoding; finite-state encoding; individual noise sequence; modulo-additive channels; noiseless feedback; stationary process; universal source coding; Additive noise; Decoding; Encoding; Entropy; Frequency modulation;
Conference_Titel :
Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
Conference_Location :
Cambridge, MA
Print_ISBN :
978-1-4673-2580-6
Electronic_ISBN :
2157-8095
DOI :
10.1109/ISIT.2012.6283984