Resource allocation techniques for improved performance of multiuser systems
Abstract (Summary)
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The increasing demand for wireless services necessitates efficient sharing of radio
resources. The premise of this thesis is that the performance of multiuser wireless systems
can be significantly improved by efficient resource allocation.
This thesis investigates scheduling and power allocation problems for several types
of wireless communication systems each employing CDMA as the multiple access mechanism.
Scheduling refers to the process of selecting the subset of users to transmit using
the available resources. The resources considered are sectored antennas, orthogonal
codes, and time slots. This thesis investigates three distinct scheduling paradigms. The
first one is appropriate for real-time CDMA services with constant QoS requirement,
whereas the last two are appropriate for delay tolerant CDMA services.
This thesis first considers spatial scheduling and power allocation for a CDMA
system employing directional antennas. Spatial scheduling, in this context, refers to
scheduling users to sectors served by the directional antennas. The joint optimization
problem of cell sectorization, transmit power control, and receiver filter design is studied
for both uplink and downlink. Specifically, we determine the optimum sector beam
width, such that the total transmit power is minimized, while each user satisfies the minimum
signal to interference ratio (SIR) at receivers capable of employing linear multiuser
detection. Near optimum solutions with reduced complexity are also sought.
This thesis next investigates the multiuser scheduling and power allocation problem
for interference limited multiuser systems. Scheduling, in this context, refers to
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scheduling a subset of users to allocate the downlink bandwidth so as to maximize the
throughput. The aim is to characterize the optimum base station transmission strategy
and to find the corresponding power allocation. We model the interference level
by the aid of the orthogonality factor, and find the optimum policy for a range of the
orthogonality factor values.
Lastly, this thesis considers the temporal scheduling and power allocation problem
for delay constrained CDMA services, i.e., scheduling users to time slots. The motivation
is to design an energy-efficient transmission strategy, while each user satisfies a short
term throughput fairness requirement. We provide the optimum scheduling policy which
minimizes the total transmit power.
Bibliographical Information:
Advisor:
School:Pennsylvania State University
School Location:USA - Pennsylvania
Source Type:Master's Thesis
Keywords:
ISBN:
Date of Publication: