Design of a Miniature, Multi-Directional Optical Flow Sensor for Micro Aerial Vehicles
As Micro Aerial Vehicles (MAVs) become smaller, the correspondingly smaller payload capacity greatly limits the type and number of sensors which can be carried. Biologically inspired visual sensors based on optical flow show great promise due to the small size of the image sensors needed to capture visual data, but the high computational cost is a limiting factor. Current optical flow sensors are either small with very low resolution, or high resolution with large computing requirements, making them unsuitable for the primary sensor for MAVs. This paper presents an optical flow sensor specifically designed for the needs of MAVs, combining very small size with adequate resolution and the capability of processing many image sensors in a single FPGA. Initial results indicate that performance is sufficient for MAVs, and optical flow calculations can be performed in real-time with image sensors operating at 320×240 resolution at up to 120 FPS. FPGA resource usage estimates indicate that a 15×15 mm FPGA can calculate 2D optical flow for up to 11 image sensors simultaneously.
Daniel Watman Hideaki Murayama
Department of Systems Innovation,School of Engineering,The University of Tokyo,7-3-1 Hongo,Bunkyo-ku,Japan
国际会议
2011 IEEE International Conference on Robotics and Automation(2011年IEEE世界机器人与自动化大会 ICRA 2011)
上海
英文
2986-2991
2011-05-09（万方平台首次上网日期，不代表论文的发表时间）