Automated verification and synthesis of stochastic hybrid systems: A survey
Stochastic hybrid systems have received significant attentions as a relevant modeling
framework describing many systems, from engineering to the life sciences: they enable the …
framework describing many systems, from engineering to the life sciences: they enable the …
Exact Bayesian and particle filtering of stochastic hybrid systems
HAP Blom, EA Bloem - IEEE Transactions on Aerospace and …, 2007 - ieeexplore.ieee.org
The standard way of applying particle filtering to stochastic hybrid systems is to make use of
hybrid particles, where each particle consists of two components, one assuming Euclidean …
hybrid particles, where each particle consists of two components, one assuming Euclidean …
Models and algorithms for tracking of maneuvering objects using variable rate particle filters
SJ Godsill, J Vermaak, W Ng, JF Li - Proceedings of the IEEE, 2007 - ieeexplore.ieee.org
Standard algorithms in tracking and other state-space models assume identical and
synchronous sampling rates for the state and measurement processes. However, real …
synchronous sampling rates for the state and measurement processes. However, real …
Stochastic linear hybrid systems: Modeling, estimation, and application in air traffic control
CE Seah, I Hwang - IEEE Transactions on Control Systems …, 2009 - ieeexplore.ieee.org
We propose a discrete-time model for a stochastic hybrid system (SHS) in which the
continuous state evolution is described by stochastic difference equations and the discrete …
continuous state evolution is described by stochastic difference equations and the discrete …
State estimation for stochastic linear hybrid systems with continuous-state-dependent transitions: an IMM approach
CE Seah, I Hwang - IEEE Transactions on Aerospace and …, 2009 - ieeexplore.ieee.org
Hybrid systems consist of both continuous state evolutions and discrete state (or mode)
transitions. In many hybrid systems, mode transitions are governed by guard conditions that …
transitions. In many hybrid systems, mode transitions are governed by guard conditions that …
[HTML][HTML] The Salted Kalman Filter: Kalman filtering on hybrid dynamical systems
Many state estimation and control algorithms require knowledge of how probability
distributions propagate through dynamical systems. However, despite hybrid dynamical …
distributions propagate through dynamical systems. However, despite hybrid dynamical …
[HTML][HTML] Automatic maneuver detection and tracking of space objects in optical survey scenarios based on stochastic hybrid systems formulation
G Escribano, M Sanjurjo-Rivo, JA Siminski… - Advances in Space …, 2022 - Elsevier
The state space representation of active resident space objects can be posed in the form of
a stochastic hybrid system. Satellite maneuvers may be accounted for according to control …
a stochastic hybrid system. Satellite maneuvers may be accounted for according to control …
Combining the interacting multiple model method with particle filters for manoeuvring target tracking
PH Foo, GW Ng - IET radar, sonar & navigation, 2011 - IET
Target tracking is an element of systems that performs tasks such as surveillance,
navigation, aviation and obstacle avoidance. It is generally difficult to represent different …
navigation, aviation and obstacle avoidance. It is generally difficult to represent different …
A filter for tracking non-cooperative low-thrust satellites using surveillance radar data
Numerous satellites with electric propulsion perform long duration maneuvers during their
orbit acquisition phase. This poses a challenge to space object cataloging activities if no …
orbit acquisition phase. This poses a challenge to space object cataloging activities if no …
Runtime verification with particle filtering
Abstract We introduce Runtime Verification with Particle Filtering (RVPF), a powerful and
versatile method for controlling the tradeoff between uncertainty and overhead in runtime …
versatile method for controlling the tradeoff between uncertainty and overhead in runtime …