Accurate and efficient analysis of wireless digital communication systems in multiuser and multipath fading environments
Abstract (Summary)
Testirnonies of
"
wireless catching up with wireline" have begun. However, the
nonstationary and hostile nature of the wireless channel impose the greatest tfireat to
reliable data transmission over wireless links. The performance of a digital modulation
scherne is degraded by many transmission impainnents including fading, delay spread, cochannel
interference and noise. Two powerful techniques for improving the quality of
service over the wireless network are investigated: diversity reception and adaptive error
control schemes. Owing to the growing interest in wireless co~~llllunications,
the
importance of exact theoretical analysis of such systems cannot be understated. In light of
these considerations, this dissertation focuses on accurate and efficient analysis of wireless
digital communication systems in multiuser and multipath fading environments.
The evaluation of emor probabilities in digital communication systems is often
arnenable to calculating a generic error probability of the form Pr {XI O 1, where X is a
random variable whose probability distribution is known. We advocate a simple numerical
approach based on the Fourier or Laplace inversion formulas and Gauss-Chebychev
quadratures (GCQ) for computing this error probability. Using this result, and by
formulating the outage probability of cellular mobile radio networks in the fkamework of
statistical decisioa theory, we can uni@ the outage performance analysis for cellular mobile
radio systems in generalized fading channels without iiiposing any restrictions on the
desired signal and interferers statistics.
Next, we develop two unified analytical fiameworks for evaluating the bit or syrnbol
error probability (SER) of a broad class of coherent, differentially coherent and
noncoherent digital communication systems with diversity reception in generalized fading
channels. The exact SER is mostly expressed in terms of a single finite-range integral, and
in some cases in the form of double finite-range integrals. Viially "exact" closed-form
expressions (in tenns of a rapidly converging series) are also derived. This offers a
convenient method to perform a comprehensive study of ail common diversity co~bining
techniques (maximal-ratio combining (MRC), equal-gain combining (EGC), selection
combining (SDC) and switched combining (SWC)) with different modulation formats in a
myriad of fading scenarios. In particular, our unified approach based on characteristic
function (CHF) method allows us to uni@ the above problem in a single common
framework. Nevertheless, the moment generating fimction (MGF) method often yields a
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Source Type:Master's Thesis
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Date of Publication:01/01/1999