DocumentCode
1548867
Title
Symbolic dynamics for processing chaotic signal. II. Communication and coding
Author
Schweizer, Jörg ; Schimming, Thomas
Author_Institution
Dept. of Electr. Eng., Swiss Fed. Inst. of Technol., Lausanne, Switzerland
Volume
48
Issue
11
fYear
2001
fDate
11/1/2001 12:00:00 AM
Firstpage
1283
Lastpage
1295
Abstract
For pt. I see ibid., vol. 48, no. 11, p. 1269-82 (2001). The idea of using chaotic signals in different layers of communication systems has attracted the attention of researchers as well as engineers and many encryption, coding, and modulation schemes have been proposed in recent years. One promising application is to employ chaotic codes in broadband communication with the intention of achieving a better immunity to multipath degradation and self-interference, exploiting the nonperiodicity of chaotic signals. The main drawback is that an optimum, coherent detection cannot be implemented since a synchronized reference signal on the receiver side has been, so far, only realizable for a finite number of code-words. This paper provides the analysis and results (theoretic and numerical) regarding design and optimization of chaos-based communication schemes, in particular: 1) performance limits for optimum coding and decoding schemes are derived, that are based on an infinite number of finite-length chaotic sequences that are generated by a special class of chaotic systems; 2) identification of fundamental differences between a finite set of conventional block codes and chaotic codes; and 3) development of optimization rules for chaotic codes
Keywords
AWGN channels; Markov processes; channel coding; chaos; digital communication; maximum likelihood decoding; optimisation; phase shift keying; piecewise linear techniques; sequences; signal processing; additive white Gaussian noise channel; broadband communication; channel coding; chaos PSK; chaos phase shift keying; chaos-based communication schemes; chaotic codes; chaotic sequences; digital communication; finite-length chaotic signals; information symbol encoding; maximum likelihood; multipath degradation immunity; optimization rules; optimum coding schemes; optimum decoding schemes; performance limits; piecewise-linear Markov map; symbolic dynamics; Broadband communication; Chaotic communication; Communication systems; Cryptography; Decoding; Degradation; Design optimization; Modulation coding; Performance analysis; Signal processing;
fLanguage
English
Journal_Title
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
Publisher
ieee
ISSN
1057-7122
Type
jour
DOI
10.1109/81.964417
Filename
964417
Link To Document