Title :
Optimal chaotic spread spectrum sequences for uplink CDMA systems
Author :
Chen, Chi-Chung ; Yao, Kung ; Umeno, Ken ; Biglieri, Ezio
Author_Institution :
Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA
Abstract :
This paper derives general results on the partial autocorrelation function of the optimal spreading sequences for asynchronous CDMA systems with respect to the minimization of the average error probability under the standard Gaussian approximation (SGA) condition without the assumption of “independence” and “stationarity” on the spreading sequences. A practical implementation of the optimal real-valued spreading sequence by using chaotic dynamical systems, particularly dynamical systems with Lebesgue spectrum, is provided. Based on the ergodic theory of dynamical systems, we construct a family of optimal chaotic Chebyshev spreading sequences and analyze their performance. An asynchronous CDMA system using the optimal spreading sequences allows 15% more users than when random white sequences are employed. Simulation results show that the system performance using this family of chaotic Chebyshev spreading sequences are superior compared to Gold codes when employed for an asynchronous CDMA system
Keywords :
Chebyshev approximation; binary sequences; chaos; code division multiple access; error statistics; nonlinear dynamical systems; polynomials; spread spectrum communication; Chebyshev spreading sequences; Lebesgue spectrum; asynchronous CDMA systems; average error probability minimization; chaotic dynamical systems; ergodic theory; optimal chaotic spread spectrum sequences; optimal spreading sequences; partial autocorrelation function; real-valued spreading sequence; uplink; Autocorrelation; Chaos; Chebyshev approximation; Error probability; Gaussian approximation; Gold; Multiaccess communication; Performance analysis; Spread spectrum communication; System performance;
Conference_Titel :
Adaptive Systems for Signal Processing, Communications, and Control Symposium 2000. AS-SPCC. The IEEE 2000
Conference_Location :
Lake Louise, Alta.
Print_ISBN :
0-7803-5800-7
DOI :
10.1109/ASSPCC.2000.882460