Recent results proved that there is a constructive procedure to obtain optimum user signatures when the performance of asynchronous DS-CDMA systems can be effectively estimated by means of a double application of Standard Gaussian Approximation (SGA), Such a procedure is based on the statistical theory of chaotic systems and allows the generation of signatures whose auto-correlation profile can be proved to lead to the minimum possible Multiple Access Interference (MAI) power. Regrettably, double SGA may be inappropriate when few users are present in the system. To overcome this, we here apply an alternative approach that has already proved beneficial in this kind of estimation and relies on the evaluation of the fourth-order moment of the interfering signals. These moments will be evaluated relaying on tools of the statistical theory of chaotic systems which have been recently developed by the same authors. The resulting analytical model allows the design of chaos-based signatures dep...
Improved performance estimation and optimization for chaos-based asynchronous DS-CDMA systems
Mazzini G.;Rovatti R.;Setti G.
2001
Abstract
Recent results proved that there is a constructive procedure to obtain optimum user signatures when the performance of asynchronous DS-CDMA systems can be effectively estimated by means of a double application of Standard Gaussian Approximation (SGA), Such a procedure is based on the statistical theory of chaotic systems and allows the generation of signatures whose auto-correlation profile can be proved to lead to the minimum possible Multiple Access Interference (MAI) power. Regrettably, double SGA may be inappropriate when few users are present in the system. To overcome this, we here apply an alternative approach that has already proved beneficial in this kind of estimation and relies on the evaluation of the fourth-order moment of the interfering signals. These moments will be evaluated relaying on tools of the statistical theory of chaotic systems which have been recently developed by the same authors. The resulting analytical model allows the design of chaos-based signatures dep...I documenti in SFERA sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
