Implementation of wide-field integration of optic flow for autonomous quadrotor navigation

被引:107
作者
Conroy, Joseph [1 ]
Gremillion, Gregory [1 ]
Ranganathan, Badri [1 ]
Humbert, J. Sean [1 ]
机构
[1] Univ Maryland, College Pk, MD 20742 USA
关键词
Optic flow; Vision-based control; Wide-field integration; Autonomous; Micro air vehicle; VISION; FLIGHT;
D O I
10.1007/s10514-009-9140-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Insects are capable of robust visual navigation in complex environments using efficient information extraction and processing approaches. This paper presents an implementation of insect inspired visual navigation that uses spatial decompositions of the instantaneous optic flow to extract local proximity information. The approach is demonstrated in a corridor environment on an autonomous quadrotor micro-air-vehicle (MAV) where all the sensing and processing, including altitude, attitude, and outer loop control is performed on-board. The resulting methodology has the advantages of computation speed and simplicity, hence are consistent with the stringent size, weight, and power requirements of MAVs.
引用
收藏
页码:189 / 198
页数:10
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