Title :
Channel equalization and timing recovery technique for chaotic communications systems
Author :
Zhu, Zhiwen ; Leung, Henry
Author_Institution :
Commun. Res. Centre Canada, Ottawa, ON, Canada
Abstract :
In this paper, a minimum nonlinear prediction error (MNPE) based channel equalization and timing recovery technique is proposed for chaotic communications systems. This blind technique utilizes the short-term predictability of a chaotic signal to estimate the equalizer coefficients and the timing delay without any training signals. Both computer simulation and experimental setup are carried out to validate the proposed technique. Compared with the constant modulus algorithm (CMA) and higher-order statistics (HOS) based inverse filter techniques, which are commonly used in the conventional communications systems, the proposed MNPE technique can achieve better demodulation performance.
Keywords :
chaotic communication; delays; demodulation; timing; CMA; HOS; MNPE based channel equalization; blind technique; chaotic communications systems; chaotic signal; computer simulation; constant modulus algorithm; conventional communications systems; demodulation; equalizer coefficient estimation; higher-order statistics; inverse filter techniques; minimum nonlinear prediction error; short-term predictability; timing delay; timing recovery technique; Chaotic communication; Delay; Equalizers; Receivers; Signal to noise ratio;
Conference_Titel :
Circuits and Systems (ISCAS), 2012 IEEE International Symposium on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-0218-0
DOI :
10.1109/ISCAS.2012.6272109