Title :
Trajectory control of autonomous fixed-wing aircraft performing multiple target passive detection and tracking
Author :
Sarunic, Peter W. ; Evans, Robin J.
Author_Institution :
Electron. Warfare & Radar Div., Defence Sci. & Technol. Organ., Edinburgh, SA, Australia
Abstract :
This paper presents progress made in a previously proposed algorithm for trajectory optimization of autonomous aerial vehicles performing multiple target tracking. The base algorithm, which was described in two earlier papers, involves a variant of the model predictive control approach, built on a partially observed Markov decision process (POMDP) model of the sensor-target system. In this paper modifications and additions made to deal with fixed-wing aircraft dynamics of the controlled vehicles are described and results of simulations involving multiple fixed-wing UAVs, no-fly zones and targets are presented.
Keywords :
Markov processes; aircraft control; military aircraft; position control; predictive control; remotely operated vehicles; target tracking; POMDP model; autonomous aerial vehicles; autonomous fixed-wing aircraft; controlled vehicles; fixed-wing aircraft dynamics; model predictive control approach; multiple fixed-wing UAV; multiple target passive detection; multiple target passive tracking; multiple target tracking; no-fly zones; partially observed Markov decision process; sensor-target system; trajectory control; trajectory optimization; Heuristic algorithms; Markov processes; Mathematical model; Prediction algorithms; Radar tracking; Trajectory; Unmanned aerial vehicles;
Conference_Titel :
Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2010 Sixth International Conference on
Conference_Location :
Brisbane, QLD
Print_ISBN :
978-1-4244-7174-4
DOI :
10.1109/ISSNIP.2010.5706736