Title :
Optimal detection of differential chaos shift keying
Author :
Schimming, Thomas ; Hasler, Martin
Author_Institution :
Lab. of Nonlinear Syst., Swiss Fed. Inst. of Technol., Lausanne, Switzerland
fDate :
12/1/2000 12:00:00 AM
Abstract :
Recent advances in the development of communication schemes based on chaos suggest that differential chaos shift keying (DCSK) is one of the most promising candidates for a feasible implementation. Traditionally, the demodulation-decoding of DCSK has been achieved by means of a noncoherent approach based on a correlation detector This approach in general works fur any differential noise shift keying out of which DCSK is a subclass, i.e., it does not exploit the chaotic dynamics involved. In this paper it is shown that the simple correlation detector can be augmented by information based on the chaotic dynamics to improve the performance, yielding a statistically optimal detection. Introducing a rigorous probabilistic framework, the optimal receiver for additive white Gaussian noise is derived, and it is shown that it decomposes into a part based an correlation and a part based on the chaotic dynamics
Keywords :
AWGN channels; Bayes methods; Markov processes; chaos; correlation methods; demodulation; differential detection; digital communication; modulation; piecewise linear techniques; probability; spread spectrum communication; Bayesian estimation; Markov maps; SS communication; additive white Gaussian noise; block length influence; chaotic dynamics; demodulation-decoding; differential chaos shift keying; differential noise shift keying; digital communication; optimal detection; optimal receiver; piecewise linear maps; rigorous probabilistic framework; simple correlation detector; AWGN; Additive noise; Additive white noise; Chaos; Chaotic communication; Detectors; Digital communication; Frequency; Gaussian noise; Spread spectrum communication;
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on