A Blind Adaptive CDMA Receiver Based on State Space Structures

Code Division Multiple Access (CDMA) is a channel access method, based on spread-spectrum technology, used by various radio technologies world-wide. In general, CDMA is used as an access method in many mobile standards such as CDMA2000 and WCDMA. We address the problem of blind multiuser equalization in the wideband CDMA system, in the noisy multipath propagation environment. Herein, we propose three new blind receiver schemes, which are based on state space structures and Independent Component Analysis (ICA). These blind state-space receivers (BSSR) do not require knowledge of the propagation parameters or spreading code sequences of the users they primarily exploit the natural assumption of statistical independence among the source signals. We also develop three semi blind adaptive detectors by incorporating the new adaptive methods into the standard RAKE receiver structure. Extensive comparative case study, based on Bit error rate (BER) performance of these methods, is carried out for different number of users, symbols per user, and signal to noise ratio (SNR) in comparison with conventional detectors, including the Blind Multiuser Detectors (BMUD) and Linear Minimum mean squared error (LMMSE). The results show that the proposed methods outperform the other detectors in estimating the symbol signals from the received mixed CDMA signals. Moreover, the new blind detectors mitigate the multi access interference (MAI) in CDMA

1 Robust Blind Multiuser Detection against Signature Waveform Mismatch Based on Second Order Cone Programming

Abstract — Blind signal detection in multiuser CDMA system is particularly attractive when only the desired user signature is known to a given receiver. A problem common to several existing blind multiuser CDMA detectors is that the detection performance is very sensitive to the Signature Waveform Mismatch (SWM) which may be caused by channel distortion. In this paper we consider the design of a blind multiuser CDMA detector that is robust to the SWM. We present a convex formulation for this problem by using the Second Order Cone (SOC) programming. The resulting SOC problem can be solved efficiently using the recently developed interior point methods. Computer simulations indicate that the performance of our new robust blind multiuser detector is superior to those of many existing methods. Index Terms — Blind multiuser detection, robust multiuser detection, second order cone programming. I