Abstract:
In recent years, Wireless Sensor Network (WSN) has attracted a lot of
interests. WSN consists of inexpensive and low-power communication
devices with inbuilt sensors called sensor nodes which are spatially
distributed to cooperatively monitor physical and environmental
conditions. WSN has been identified as a key technological area and new
frontier which holds the potential to dramatically change the way we
live. Due to the limited power and bandwidth, harsh quantization is
needed in WSN. In this talk, we shall first give a brief introduction
to WSN and its potential applications in environmental monitoring,
surveillance, industrial automation and healthcare. We then
discuss issues related to quantized control and estimation. In
particular, we shall focus on the quantized Kalman filtering which is
concerned with the design of both the optimal quantizer and
filter. Performance of the quantized filter including its
convergence will be analysed. A WSN platform that we have developed for
target tracking will be demonstrated. The platform has the functions of
sensor node energy monitoring, competition based sensor scheduling,
distributed target estimation, and Labview based software system for
network status monitoring via mobile devices such as PDA or Laptop.
About the Speaker:
Lihua Xie received the B.E. and M.E. degrees in electrical engineering
from Nanjing University of Science and Technology in 1983 and 1986,
respectively, and the Ph.D. degree in electrical engineering from the
University of Newcastle, Australia, in 1992. Since 1992, he has been
with the School of Electrical and Electronic Engineering, Nanyang
Technological University, Singapore, where he is currently a professor
and the Director, Centre for Intelligent Machines. He concurrently
holds an adjunct appointment as a Changjiang Professor with South China
University of Technology.
Prof. Xie research interests include robust control and estimation,
sensor networks, networked control systems, time delay systems, and
control of disk drive systems. In these areas, he has published 150
journal papers and co-authored two patents and three books. He is an
associate editor of IEEE Transactions on Automatic Control, Automatica,
and IEEE Transactions on Circuits and Systems-II. He is also a member
of the Editorial Board of IET Proceedings on Control Theory and
Applications. He served as an associate editor of International
Journal of Control, Automation and Systems from 2004 to 2006 and an
associate editor of the Conference Editorial Board, IEEE Control
Systems Society from 2000 to 2005. He was the General Chairman of the
9th International Conference on Control, Automation, Robotics and
Vision and the Program Chair of the forth IEEE International Conference
on Control and Automation and the 8th International Conference on
Control, Automation, Robotics a
nd Vision. Prof. Xie is a Fellow of IEEE and a Fellow of Institution of Engineers, Singapore.