Abstract
Simultaneous planning and control of a large variety of unmanned aerial vehicles (UAVs) is tackled using the harmonic potential field (HPF) approach. A dense reference velocity field generated from the gradient of an HPF is used to regulate the velocity of the UAV concerned in a manner that would propel the UAV to a target point while enforcing the constraints on behavior that were a priori encoded in the reference field. The regulation process is carried-out using a novel and simple concept called the: virtual velocity attractor (VVA). The combined effect of the HPF gradient and the VVA is found able to yield an efficient, easy to implement, well-behaved and provably-correct context-sensitive control action that suits a wide variety of UAVs. The approach is developed and basic proofs of correctness are provided along with simulation results.
| Original language | English |
|---|---|
| Pages (from-to) | 153-173 |
| Number of pages | 21 |
| Journal | Journal of Intelligent and Robotic Systems: Theory and Applications |
| Volume | 65 |
| Issue number | 1-4 |
| DOIs | |
| State | Published - Jan 2012 |
Keywords
- Autonomous UAVs
- Harmonic potential
- Harmonic potential field
- Joint planning and control
- Navigation control
- UAV joint planning and control
ASJC Scopus subject areas
- Software
- Control and Systems Engineering
- Mechanical Engineering
- Industrial and Manufacturing Engineering
- Artificial Intelligence
- Electrical and Electronic Engineering