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Stability analysis of a vision-based UAV controller for autonomous road following missions
- Source :
- International Conference on Unmanned Aircraft Systems (ICUAS 2013), International Conference on Unmanned Aircraft Systems (ICUAS 2013), May 2013, Atlanta, GA, United States. pp.1135-1143, ⟨10.1109/ICUAS.2013.6564804⟩
- Publication Year :
- 2013
- Publisher :
- HAL CCSD, 2013.
-
Abstract
- International audience; The stability analysis of a vision-based control strategy for a quad rotorcraft UAV is addressed. In the present application, the imaging sensing system provides the required states for performing autonomous navigation missions, however, it introduces latencies and time-delays from the time of capture to the time when measurements are available. To overcome this issue, a hierarchical controller is designed considering a timescale separation between fast and slow dynamics. The dynamics of the fast-time system are stabilized using classical proportional derivative controllers. Additionally, delay frequency and time domain techniques are explored to design a controller for the slow-time system. Simulations and experimental results consisting on a vision-based road following task are presented, verifying the efficacy of the approach and showing the benefits of the stability analysis performed.
- Subjects :
- 0209 industrial biotechnology
Engineering
PD control
Separation (aeronautics)
Stability (learning theory)
image sensors
02 engineering and technology
Task (project management)
020901 industrial engineering & automation
Control theory
[INFO.INFO-AU]Computer Science [cs]/Automatic Control Engineering
0202 electrical engineering, electronic engineering, information engineering
Time domain
Motion planning
Image sensor
path planning
control system analysis
Vision based
business.industry
Control engineering
stability
robot vision
helicopters
020201 artificial intelligence & image processing
control system synthesis
business
autonomous aerial vehicles
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- International Conference on Unmanned Aircraft Systems (ICUAS 2013), International Conference on Unmanned Aircraft Systems (ICUAS 2013), May 2013, Atlanta, GA, United States. pp.1135-1143, ⟨10.1109/ICUAS.2013.6564804⟩
- Accession number :
- edsair.doi.dedup.....a31a40964a60317acc91b5e6a68f4716