Fractionally sampled decorrelating detectors for time-varying rayleigh fading CDMA channels
Department of Electrical and Computer Engineering
Doctor of Philosophy
Blackmore, Denis L.
Mobile communication systems.
Code division multiple access.
Radio--Transmitters and transmission--Fading.
In this dissertation, we propose novel decorrelating multiuser detectors in DSCDMA time-varying frequency-nonselective and frequency-selective fading channels and analyze their performance. We address the common shortcomings of existing multiuser detectors in a mobile environment, such as detector complexity and the error floor. An analytical approach is employed almost exclusively and Monte Carlo simulation is used to confirm the theoretical results. Practical channel models, such as Jakes' and Markovian, are adopted in the numerical examples.
The proposed detectors are of the decorrelating type and utilize fractional sampling to simultaneously achieve two goals: (1) the novel realization of a decor-relator with lower computational complexity and shorter processing latency; and (2) the significant reduction of the probability of error floor associated with time-varying fading.
The analysis of the impact of imperfect power control on IS-95 multiple access interference is carried out first and the ineffectiveness of IS-95 power control in a mobile radio environment is demonstrated. Fractionally-spaced bit-by-bit decor-relator structures for the frequency-nonselective and frequency-selective channels are then proposed. The matrix singularity problem associated with decorrelation is also addressed, and its solution is suggested.
A decorrelating receiver employing differentially coherent detection
for an asynchronous CDMA, frequency-nonselective time-varying Rayleigh
fading channel is proposed. A maximum likelihood detection principle
is applied at the fractionallyspaced decorrelator output, resulting
in a significantly reduced error floor. For
The fractionally-spaced decorrelating detector is then modified and extended to a frequency-selective time-varying fading channel, and is shown to be capable of simultaneously eliminating MAI, ISI, and path cross-correlation interference. The implicit equivalent frequency diversity is exploited through multipath combining, and the effective time diversity is achieved by fractional sampling for significant performance improvement.
The significance of the outcome of this research is in the design of new lower complexity multiuser detectors that do not exhibit the usual deficiencies and limitations associated with a time-varying fading and multipath CDMA mobile environment.
njit-etd1997-025 (141 pages ~ 6,262 KB pdf)
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Created November 23, 2005