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IMPROVING DATA DELIVERY PERFORMANCE IN WIRELESS SENSOR NETWORKS
The Hong Kong University of Science and Technology
Department of Computer Science and Engineering
PhD Thesis Defence
Title: "IMPROVING DATA DELIVERY PERFORMANCE IN WIRELESS SENSOR NETWORKS"
By
Mr. Jiliang Wang
Abstract
A wireless sensor network (WSN) typically consists of a large number of
resource constrained sensor motes spanning in a large field for data
collection. Data delivery is usually achieved with multi-hop transmission
along a sequence of nodes. Thus multi-hop data delivery is a fundamental
issue in WSNs. Based on a real world environment monitoring sensor network
project GreenOrbs, this thesis addresses four key aspects for improving
data delivery performance from different layers in wireless sensor
networks. At network layer, this thesis presents a comprehensive path
quality estimation metric and introduces an optimal packet scheduling
algorithm to balance workloads among sensor motes for a low-duty-cycled
network in which motes periodically wake up to save energy. At MAC layer,
this thesis introduces an approach to improve channel efficiency by
combining multiple packets and determining an appropriate sending time and
presents a method to alleviate packet losses by considering receiver-side
collisions. Through intensive simulations and real world implementations,
I evaluate the performance of the proposed methods in a real system and
verify the applicability. The results show that the proposed methods are
effective and efficient.
Date: Tuesday, 5 July 2011
Time: 2:00pm – 4:00pm
Venue: Room 3584
Lifts 27/28
Chairman: Prof. Wing Hung Ki (ECE)
Committee Members: Prof. Yunhao Liu (Supervisor)
Prof. Lei Chen
Prof. Lionel Ni
Prof. Ling Shi (ECE)
Prof. Weijia Jia (Comp. Sci., CityU.)
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