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
fDate :
11/1/2001 12:00:00 AM
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;
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on