Toronto Networking Seminar
Organized by Department of Computer Science and
Department of Electrical and Computer Engineering, University of Toronto
Object Discovery and
Localization in Active Sensing Networks: Theory and Algorithms
Rong Zheng
Department of Computer
Science
University of Houston
Date: Friday, October 23, 2pm
Location: BA 1210
Abstract:
Distributed active
sensing is a new sensing paradigm, where active sensors as illuminating
sources and passive sensors as receivers are distributed in a field, and
collaboratively detect objects of interest. Object discovery concerns with the
problem of detecting the presence and determining the location of objects with
many applications in robot navigation, object tracking, and surface and/or
structure fatigue testing etc. In this talk, we study the fundamental
properties of distributed active sensing networks (DASNs) in detecting and
localizing objects. A novel notion of “exposure” is defined, which quantifies
the dimension limitations in detectability. Using simple geometric constructs,
we propose polynomial-time algorithms to compute the exposure and regions
where the center of the objects may lie. We also discuss our initial results
on tracker design for mobile objects.
Bio:
Rong Zheng is an assistant
professor of the Department of Computer Science, University of Houston since
2004; and is the founder of the wireless system research group. She received
her PhD degree from Department of Computer Science, University of Illinois at
Urbana-Champaign in May 2004 and earned her ME and BE in Electrical
Engineering in May 1998 and June 1996 from Tsinghua University, People’s
Republic of China. Dr. Zheng received the National Science Foundation CAREER
Award in 2006. She is presently a member of IEEE Computer Society and ACM. Her
research interests include modeling and design of wireless systems, network
information theory, and distributed algorithms.
Host of the talk
Ben Liang (liang@comm.utoronto.ca)
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