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CDC
2010
IEEE
160views Control Systems» more  CDC 2010»
14 years 10 months ago
Aggregation-based model reduction of a Hidden Markov Model
This paper is concerned with developing an information-theoretic framework to aggregate the state space of a Hidden Markov Model (HMM) on discrete state and observation spaces. The...
Kun Deng, Prashant G. Mehta, Sean P. Meyn
CORR
2010
Springer
57views Education» more  CORR 2010»
15 years 3 months ago
Optimal Control Strategies in Delayed Sharing Information Structures
The n-step delayed sharing information structure is investigated. This information structure comprises of K controllers that share their information with a delay of n time steps. ...
Ashutosh Nayyar, Aditya Mahajan, Demosthenis Tenek...
CDC
2010
IEEE
169views Control Systems» more  CDC 2010»
14 years 10 months ago
Consensus-based distributed linear filtering
We address the consensus-based distributed linear filtering problem, where a discrete time, linear stochastic process is observed by a network of sensors. We assume that the consen...
Ion Matei, John S. Baras
NIPS
2007
15 years 4 months ago
Sequential Hypothesis Testing under Stochastic Deadlines
Most models of decision-making in neuroscience assume an infinite horizon, which yields an optimal solution that integrates evidence up to a fixed decision threshold; however, u...
Peter Frazier, Angela Yu
INFOCOM
2005
IEEE
15 years 9 months ago
Energy optimal control for time varying wireless networks
Abstract— We develop a dynamic control strategy for minimizing energy expenditure in a time varying wireless network with adaptive transmission rates. The algorithm operates with...
Michael J. Neely