Abstract
We propose a cyber-physical system of unmanned quadcopters to locate air pollution sources in a timely manner. The system consists of a physical part and a cyber part. The physical part includes unmanned quadcopters equipped with multiple sensors. The cyber part carries out control laws.We simplify the control laws by decoupling the quadcopters' horizontal-plane motion control from vertical motion control. To control the quadcopter's horizontal-plane motions, we propose a controller that combines pollutant dynamics with quadcopter physics. To control the quadcopter's vertical motions, we adopt an anti-windup proportionalintegral (PI) controller. We further extend the horizontal-plane control laws from a single quadcopter to multiple quadcopters. The multi-quadcopter control laws are distributed and convergent. We implement a prototype quadcopter and carry out experiments to verify the vertical control laws. We also carry out simulations to evaluate the horizontal-plane control laws. With quadcopter parameters set commensurate with our prototype implementation's, our simulations show that the control laws can drive quadcopters to locate pollution source(s) in a timely way.
Original language | English |
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Article number | 70 |
Journal | ACM Transactions on Embedded Computing Systems |
Volume | 16 |
Issue number | 3 |
DOIs | |
Publication status | Published - 1 Apr 2017 |
Keywords
- air pollution source
- control laws
- Cyber-physical system
- multiquadcopter
- pollutant dynamics
ASJC Scopus subject areas
- Software
- Hardware and Architecture