Protocol design and system optimization in wireless communications and networks
無線電通信與網絡的協定設計和系統優化
Student thesis: Doctoral Thesis
Author(s)
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Detail(s)
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Award date | 3 Oct 2012 |
Link(s)
Permanent Link | https://scholars.cityu.edu.hk/en/theses/theses(b6673c64-8fcc-4db8-8f07-6f7b2fbc0d72).html |
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Other link(s) | Links |
Abstract
Wireless communications have recently been recognized as one of the most
significant technologies in nowadays. With the vast majority of end-users
supporting mobile applications and devices, such as smart phones and tablet
personal computers, the needs of wireless technologies will continue to grow
tremendously so that information can be accessed by these mobile users any
time at anywhere. Because of the high demands, ongoing research in analyzing
and designing advanced protocols to optimize the performances in various
wireless systems remains a primary focus in computer networking. In this
thesis, our aim is to investigate the fundamental issues in wireless networking
such as routing and scheduling, and develop new frameworks and protocols to
enhance the Quality of Services (QoS) in different types of systems.
Smart antennas are an emerging technology that exploits spatial diversity
and allows an access point (AP) to simultaneously transmit downlink packets
to multiple stations (STAs). To enhance the system performance, we propose a
new AP scheduling scheme for hybrid TDMA (Time Division Multiple Access)
and SDMA (Spatial Division Multiple Access). Our scheduling scheme aims
at maximizing the system throughput while maintaining the fairness among
STAs and guaranteeing Quality of Service (QoS) of different traffic classes.
On the other hand, joint power control, rate adaptation, and link scheduling
schemes have been previously studied in multihop wireless networks with the objective to maximize the throughput or to minimize the communication
latency. Recently, the physical interference model has started to receive
more attentions from the wireless communication communities. Yet, the link
scheduling problem under this physical interference model is hard, and little
work in the literature addresses this issue. For this purpose, we formulate
the power controlled rate adaptive scheduling problem (PRSP) as a mixed integer
nonlinear programming (MINLP) with the objective of maximizing the
minimal traffic delivery ratio of nodes in the multihop wireless network.
Furthermore, routing in disconnected delay-tolerant mobile ad hoc networks
(MANETs) continues to be a challenging issue. Several works have been
done to address the routing issues using the social behaviors of each node. Yet,
these algorithms rely purely on the mobility models without considering the
social network characteristics. Thus, we introduce the social relations and
profiles among nodes as the key metrics, and our objective is to compute the
best forwarding node in routing such that the packet delivery probability is
maximized. We propose the Social Relation Opportunistic Routing (SROR)
distributed protocol to solve the routing issue based on these metrics.
Finally, we conclude the thesis with insights for future works and the trends
in the wireless networking and communication research. We believe that this
research has a high impact to the applied research in general computer networks
grounded with rigorous mathematical analysis and theory, which can
potentially be applied in data and multimedia applications with wireless communications
technology.
- Wireless Application Protocol (Computer network protocol), Wireless communication systems