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CDC
2010
IEEE
154views Control Systems» more  CDC 2010»
15 years 1 months ago
Concentration of measure inequalities for compressive Toeplitz matrices with applications to detection and system identification
In this paper, we derive concentration of measure inequalities for compressive Toeplitz matrices (having fewer rows than columns) with entries drawn from an independent and identic...
Borhan Molazem Sanandaji, Tyrone L. Vincent, Micha...
CDC
2010
IEEE
150views Control Systems» more  CDC 2010»
15 years 1 months ago
Consensus on asynchronous communication networks in presence of external input
This paper presents a class of multi-agent systems where the state of each agent is driven by its own local protocol, and by exogenous time-varying input signal. These inputs may r...
C. Pilotto, K. M. Chandy, J. White
CDC
2010
IEEE
169views Control Systems» more  CDC 2010»
15 years 1 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
CDC
2010
IEEE
128views Control Systems» more  CDC 2010»
15 years 1 months ago
Greedy sensor selection: Leveraging submodularity
ACT We consider the problem of sensor selection in resource constrained sensor networks. The fusion center selects a subset of k sensors from an available pool of m sensors accordi...
Manohar Shamaiah, Siddhartha Banerjee, Haris Vikal...
CDC
2010
IEEE
106views Control Systems» more  CDC 2010»
15 years 1 months ago
Semi-autonomous networks: Network resilience and adaptive trees
This paper examines the dynamics of a networked multi-agent system operating with a consensus-type coordination algorithm that can be influenced by external agents. We refer to thi...
Airlie Chapman, Mehran Mesbahi