Safety Verification Using Hybrid IO Automata PowerPoint PPT Presentation

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Title: Safety Verification Using Hybrid IO Automata


1
Safety Verification Using Hybrid I/O Automata
  • Why this method ?
  • Automatic verification limited to small subclass
    of hybrid systems which is not expressive enough
  • HIOA is expressive
  • Actions for discrete state changes
  • Trajectories expressed using state space models
  • Composition
  • External Interface, Abstractions
  • Inductive proof techniques standard in
    distributed algorithms
  • Proofs decompose into discrete and continuous
    parts nicely
  • Not Automatic !

2
The Model Helicopter System
  • 3 DoF models manufatured by Quanser
  • User Controllers not safe
  • Supervisory pitch controller
  • Sensor inaccuracies
  • Actuator delay
  • Limited sampling frequency

3
HIOA model of the system
  • New language constructs for specifying
    trajectories
  • State models and Activities
  • Composition of activities

4
Discrete communication among components
sample control command dequeue
usrCtrl
sensor
sensor
plant
supervisor
actuator
0
D
D
tact
5
Executions in the User and Supervisor modes
Back to User mode
Recovery Phase
Cannot jump from U to outside of R in a single
step
Switch to supervisor settling phase
6
Future Directions
Contributions
  • Application of HIOA model to verification
  • Realistic dynamics, inaccuracies, delays
  • Design of safe Supervisory Controller
  • For arbitrary user controller
  • Language constructs for HIOA
  • Study systems with more complicated discrete
    behavior and dynamics.
  • Develop a set of useful lemmas from control
    theory to be directly used in invariant proofs
  • Partially automate proofs using theorem provers
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