A Blind Adaptive CDMA Receiver Based on State Space Structures

TL;DR

This paper introduces three novel blind adaptive CDMA receivers based on state space structures and ICA, which effectively mitigate multi-access interference without prior knowledge of propagation parameters.

Contribution

The paper proposes new blind and semi-blind adaptive CDMA receiver schemes utilizing state space models and ICA, outperforming conventional detectors in BER performance.

Findings

Proposed methods outperform traditional detectors in BER.

Blind detectors effectively mitigate multi-access interference.

Methods are robust across different user numbers and SNR levels.

Abstract

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.