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Multiuser detection for multirate DS/CDMA systems

Posted on:2001-05-30Degree:Ph.DType:Dissertation
University:New Jersey Institute of TechnologyCandidate:Ma, JinwenFull Text:PDF
GTID:1468390014952510Subject:Engineering
Abstract/Summary:
Wireless cellular communication is witnessing a rapid growth in market, technology and range of services. In a multimedia communication system, users with different and even time-varying rates and quality of services (QoS) requirements, such as voice, image and data, must be accommodated. The use of Spread Spectrum modulation with Code Division Multiple Access (CDMA) technology is an attractive approach for economical spectrally efficient and high quality cellular and personal communication services. This dissertation explores the technologies of applying different interference cancellation techniques to multi-rate CDMA systems that serve users with different QoS.; Multiple Access Interference (MAI) and multipath propagation are the major issues in wireless communication systems. In this dissertation, we combine both linear and non-linear multiuser detection techniques, such as linear minimum mean squared error (LMMSE) detector, non-linear decision feedback detector, with other signal processing techniques, such as array processing and multipath combining, to create effective near-far resistant detectors for multi-rate CDMA systems.; Firstly, we propose MMSE receivers for synchronous multi-rate CDMA system and compare the performance with the corresponding multi-rate decorrelating detectors. The multi-rate decorrelating detector is optimally near-far resistant and easy to implement. The proposed linear MMSE multi-rate receiver can be adaptively implemented only with the knowledge of the desired user.; Secondly, for asynchronous multi-rate CDMA system, we propose multi-rate multi-shot decorrelating detectors and multi-rate multi-shot MMSE detectors. The performance of multi-shot detectors can be improved monotonically with increasing the number of stacked bits, but a great computational complexity is going to be introduced in order to get better performance. A debiasing method is introduced to multi-rate multi-shot linear detectors.; Thirdly, we propose linear space-time receivers for multi-rate CDMA systems. The minimum mean-squared error criteria is used. We perform a comparative study on the multi-rate receiver which uses either multipath (temporal) processing or array (spatial) processing, and the one which uses both array and multipath (space-time) processing. The space-time receiver for the multi-rate CDMA signals give us the potential of improving the capacity of multi-rate systems.; Lastly, the group-wise interference cancellation methods are proposed for multirate CDMA signals. The non-linear decision feedback detection (DFD) schemes are used in the proposed receivers. The proposed interference cancellation schemes benefit from the nature of the unequal received amplitudes for multi-rate CDMA signals. Users with same data rate are grouped together. Users with the highest data-rate are detected first. Interference between the groups is cancelled in a successive order. (Abstract shortened by UMI.)...
Keywords/Search Tags:CDMA, Interference, Detection, Communication
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