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IPSN
2003
Springer
15 years 3 months ago
Maximum Mutual Information Principle for Dynamic Sensor Query Problems
In this paper we study a dynamic sensor selection method for Bayesian filtering problems. In particular we consider the distributed Bayesian Filtering strategy given in [1] and sh...
Emre Ertin, John W. Fisher, Lee C. Potter
ICRA
2002
IEEE
111views Robotics» more  ICRA 2002»
15 years 2 months ago
Feature-Based Multi-Hypothesis Localization and Tracking for Mobile Robots using Geometric Constraints
In this paper we present a new probabilistic feature-based approach to multi-hypothesis global localization and pose tracking. Hypotheses are generated using a constraintbased sea...
Kai Oliver Arras, José A. Castellanos, Rola...
CDC
2009
IEEE
119views Control Systems» more  CDC 2009»
15 years 2 months ago
Output feedback strategies for systems with impulsive and fast controls
— This paper deals with output feedback impulse control under set-membership uncertainty where the control realization consists of a sequence of δ-impulses. It indicates solutio...
Alexander N. Daryin, Irina A. Digailova, Alexander...
CDC
2009
IEEE
133views Control Systems» more  CDC 2009»
15 years 2 months ago
Arbitrarily modulated Markov decision processes
— We consider decision-making problems in Markov decision processes where both the rewards and the transition probabilities vary in an arbitrary (e.g., nonstationary) fashion. We...
Jia Yuan Yu, Shie Mannor
CDC
2009
IEEE
150views Control Systems» more  CDC 2009»
15 years 2 months ago
Cooperative adaptive sampling via approximate entropy maximization
— This work deals with a group of mobile sensors sampling a spatiotemporal random field whose mean is unknown and covariance is known up to a scaling parameter. The Bayesian pos...
Rishi Graham, Jorge Cortés