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NIPS
2003
13 years 9 months ago
A Nonlinear Predictive State Representation
Predictive state representations (PSRs) use predictions of a set of tests to represent the state of controlled dynamical systems. One reason why this representation is exciting as...
Matthew R. Rudary, Satinder P. Singh
IROS
2009
IEEE
142views Robotics» more  IROS 2009»
14 years 2 months ago
Reduced state representation in delayed-state SLAM
— This paper introduces an approach that reduces the size of the state and maximizes the sparsity of the information matrix in exactly sparse delayed-state SLAM. We propose const...
Viorela Ila, Josep M. Porta, Juan Andrade-Cetto
CDC
2010
IEEE
144views Control Systems» more  CDC 2010»
13 years 2 months ago
Semiparametric identification of Hammerstein systems using input reconstruction and a single harmonic input
We present a two-step method for identifying SISO Hammerstein systems. First, using a persistent input with retrospective cost optimization, we estimate a parametric model of the l...
Anthony M. D'Amato, Kenny S. Mitchell, Bruno Ot&aa...
ENGL
2008
98views more  ENGL 2008»
13 years 7 months ago
Congestion Control of Active Queue Management Routers Based on LQ-Servo Control
This paper proposes the LQ-Servo controller for AQM (Active Queue Management) routers. The proposed controller structure is made by taking a traditional servo mechanism based on Li...
Kang Min Lee, Ji Hoon Yang, Byung Suhl Suh
CDC
2009
IEEE
156views Control Systems» more  CDC 2009»
13 years 11 months ago
Input design using Markov chains for system identification
This paper studies the input design problem for system identification where time domain constraints have to be considered. A finite Markov chain is used to model the input of the s...
Chiara Brighenti, Bo Wahlberg, Cristian R. Rojas