Title: Towards Autonomous Flight for Micro Air Vehicles (MAVs): Vision-Guided Flight Stability and Control Speaker: Michael C. Nechyba, University of Florida When: Friday, Feb. 15th, 2-3:30 Where: Wean 4623 Host: Geoff Gordon (ggordon@cs.cmu.edu) Abstract: Substantial progress has been made recently towards designing, building and flying Micro Air Vehicles (MAVs), nominally defined by DARPA to have a maximum dimension no greater than six inches. Virtually undetectable from the ground, MAV systems can serve as remote sensors for a number of important applications, including surveillance, chemical-agent detection and target tracking; such applications have taken on special significance in light of the recent terror attacks and the consequent war on terrorism. Thus far, however, progress in overcoming the aerodynamic obstacles to flight at very small scales has not been matched by similar progress in equipping MAVs with autonomous flight capabilities. Practical considerations, such as limited weight, power and payload capacity, do not permit the same approach as on larger Unmanned Air Vehicles (UAVs). To address this challenge, we have developed a vision-guided flight stability and control system, and are moving towards full flight autonomy with on-board GPS navigation. In this talk, I will first give an overview of MAV (and small UAV) research at the University of Florida. Then, I will describe a real-time, vision-based horizon detection and tracking algorithm which lies at the core of our flight stability and control system, and will show video of recent self-stabilized, semi-autonomous MAV flights. Finally, I will conclude with a discussion of our current work in integrating on-board GPS for navigation, and future research directions, including the deployment of MAVs on Unmanned Ground Vehicles for remote sensing, and multiple-MAV deployment for coordinated flight missions.