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Project Abstracts Return to Sensor Networks Projects

Distributed Particle Filtering for Sensor Networks
 

Student: Garrick Ing, M.Eng Student
Supervisor: Prof. Mark Coates

Abstract: The research concerns performing distributed particle filtering in a sensor network. It considers the scenario in which a set of sensor nodes make multiple, noisy measurements of an underlying, time-varying state that describes the monitored system. The goal of the algorithms is to perform on-line, distributed estimation of the current state at multiple sensor nodes, whilst attempting to minimize communication overhead.

[Full Description]