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CCR
2006
117views more  CCR 2006»
13 years 7 months ago
Efficient and decentralized computation of approximate global state
Abstract-- The need for efficient computation of approximate global state lies at the heart of a wide range of problems in distributed systems. Examples include routing in the Inte...
S. Keshav
ICRA
2002
IEEE
164views Robotics» more  ICRA 2002»
14 years 13 days ago
Conditional Particle Filters for Simultaneous Mobile Robot Localization and People-Tracking
Abstract—This paper presents a probabilistic algorithm for simultaneously estimating the pose of a mobile robot and the positions of nearby people in a previously mapped environm...
Michael Montemerlo, Sebastian Thrun, William Whitt...
CDC
2009
IEEE
124views Control Systems» more  CDC 2009»
14 years 6 days ago
The Kalman like particle filter: Optimal estimation with quantized innovations/measurements
— We study the problem of optimal estimation using quantized innovations, with application to distributed estimation over sensor networks. We show that the state probability dens...
Ravi Teja Sukhavasi, Babak Hassibi
TWC
2008
194views more  TWC 2008»
13 years 7 months ago
Optimal Power Scheduling for Correlated Data Fusion in Wireless Sensor Networks via Constrained PSO
Optimal power scheduling for distributed detection in a Gaussian sensor network is addressed for both independent and correlated observations. We assume amplify-and-forward local p...
Thakshila Wimalajeewa, Sudharman K. Jayaweera
ISCAS
2006
IEEE
124views Hardware» more  ISCAS 2006»
14 years 1 months ago
Distributed evidence filtering: the recursive case
Abstract— A novel approach named recursive evidence filtering for information processing in Distributed Sensor Networks (DSNs) is presented. It is based on the Dempster-Shafer (...
Duminda A. Dewasurendra, Peter H. Bauer, Kamal Pre...