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HYBRID
2000
Springer
13 years 8 months ago
A Dynamic Bayesian Network Approach to Tracking Using Learned Switching Dynamic Models
Abstract. Switching linear dynamic systems (SLDS) attempt to describe a complex nonlinear dynamic system with a succession of linear models indexed by a switching variable. Unfortu...
Vladimir Pavlovic, James M. Rehg, Tat-Jen Cham
CDC
2010
IEEE
166views Control Systems» more  CDC 2010»
13 years 7 days ago
A numerical method for the optimal control of switched systems
Switched dynamical systems have shown great utility in modeling a variety of systems. Unfortunately, the determination of a numerical solution for the optimal control of such syste...
Humberto González, Ramanarayan Vasudevan, M...
HYBRID
2005
Springer
13 years 10 months ago
Adjoint-Based Optimal Control of the Expected Exit Time for Stochastic Hybrid Systems
Abstract. In this paper, we study the problem of controlling the expected exit time from a region for a class of stochastic hybrid systems. That is, we find the least costly feedb...
Robin L. Raffard, Jianghai Hu, Claire Tomlin
CDC
2008
IEEE
137views Control Systems» more  CDC 2008»
13 years 11 months ago
Decentralized cooperative collision avoidance for acceleration constrained vehicles
— Safety must be ensured in the deployment of multi-agent vehicle systems. This paper presents decentralized collision avoidance algorithms for systems with second order dynamics...
Gabriel Hoffmann, Claire J. Tomlin
ICRA
1995
IEEE
115views Robotics» more  ICRA 1995»
13 years 8 months ago
Nonlinear Feedback Control of a Biped Walking Robot
An implementation of a biped robot which as capable of dynamic walking by a simple nonlinear control algorithm. is presented. Four D.C. servo motors actuate the knee and ankle joi...
Kazuhisa Mitobe, Naoki Mori, Kouichi Aida, Yasuo N...