Volume 7, Issue 3 (September 2011)                   IJEEE 2011, 7(3): 149-160 | Back to browse issues page

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Shaerbaf S, Seyedin S A R. Nonlinear Multiuser Receiver for Optimized Chaos-Based DS-CDMA Systems . IJEEE 2011; 7 (3) :149-160
URL: http://ijeee.iust.ac.ir/article-1-383-en.html
Nonlinear Multiuser Receiver for Optimized Chaos-Based DS-CDMA Systems
S. Shaerbaf , S. A. R. Seyedin
Abstract:   (8236 Views)
Chaos based communications have drawn increasing attention over the past years. Chaotic signals are derived from non-linear dynamic systems. They are aperiodic, broadband and deterministic signals that appear random in the time domain. Because of these properties, chaotic signals have been proposed to generate spreading sequences for wide-band secure communication recently. Like conventional DS-CDMA systems, chaos-based CDMA systems suffer from multi-user interference (MUI) due to other users transmitting in the cell. In this paper, we propose a novel method based on radial basis function (RBF) for both blind and non-blind multiuser detection in chaos-based DS-CDMA systems. We also propose a new method for optimizing generation of binary chaotic sequences using Genetic Algorithm. Simulation results show that our proposed nonlinear receiver with optimized chaotic sequences outperforms in comparison to other conventional detectors such as a single-user detector, decorrelating detector and minimum mean square error detector, particularly for under-loaded CDMA condition, which the number of active users is less than processing gain.
Keywords: Chaos-Based Communication , DS-CDMA , Radial Basis Function , Multi-User Detection
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Type of Study: Research Paper | Subject: Spread Spectrum
Received: 2011/04/03 | Revised: 2011/12/24 | Accepted: 2011/08/15
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© 2022 by the authors. Licensee IUST, Tehran, Iran. This is an open access journal distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license.