HYBRID CONTROL FRAMEWORK for SYSTEMS with QUANTIZATION - PowerPoint PPT Presentation

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HYBRID CONTROL FRAMEWORK for SYSTEMS with QUANTIZATION

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fixed. Asymptotic stabilization is impossible. MOTIVATING EXAMPLES. 1. Temperature sensor ... 2. Camera with zoom. Tracking a golf ball. 3. Coding and decoding ... – PowerPoint PPT presentation

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Title: HYBRID CONTROL FRAMEWORK for SYSTEMS with QUANTIZATION


1
HYBRID CONTROL FRAMEWORK forSYSTEMS with
QUANTIZATION
Daniel Liberzon
Coordinated Science Laboratory and Dept. of
Electrical Computer Eng., Univ. of Illinois at
Urbana-Champaign
CDC 01
2
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3
REASONS for SWITCHING
  • Nature of the control problem
  • Sensor or actuator limitations
  • Large modeling uncertainty
  • Combinations of the above

4
QUANTIZED FEEDBACK
5
OBSTRUCTION to STABILIZATION
Assume fixed
Asymptotic stabilization is impossible
6
3. Coding and decoding
7
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8
LINEAR SYSTEMS
is GAS
Assume
s.t.
9
SWITCHING POLICY
level sets of V
.
10
NONLINEAR SYSTEMS
is GAS
Assume
s.t.
11
EXTENSIONS and APPLICATIONS
  • Arbitrary quantization regions
  • Active probing for information
  • Output and input quantization
  • Relaxing the assumptions
  • Application to visual servoing
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