兵工自动化
兵工自動化
병공자동화
Ordnance Industry Automation
2015年
11期
57-61
,共5页
飞行器%金字塔(LK)光流%位姿估计%目标跟踪
飛行器%金字塔(LK)光流%位姿估計%目標跟蹤
비행기%금자탑(LK)광류%위자고계%목표근종
air-vehicle%pyramidal lucas-kanade (LK) optical flow%yaw and position estimation%target tracking
针对惯性导航系统(inertial navigation system,INS)和全球定位系统(global position system,GPS)导航系统的不足,提出一种基于视觉信息的飞行器相对偏航角和相对位置估计方法。采用金字塔(lucas-kanade,LK)光流算法对地面目标上的2个特定特征点进行位置估计,然后根据摄像机成像原理,用高斯-牛顿迭代法估计出飞行器的相对偏航姿态角和相对位置,并设计 PID的位置控制系统,实现飞行器对地面目标的跟踪。仿真结果表明:该方法相对偏航角和位置的估计精度较高,飞行器对目标跟踪准确。
針對慣性導航繫統(inertial navigation system,INS)和全毬定位繫統(global position system,GPS)導航繫統的不足,提齣一種基于視覺信息的飛行器相對偏航角和相對位置估計方法。採用金字塔(lucas-kanade,LK)光流算法對地麵目標上的2箇特定特徵點進行位置估計,然後根據攝像機成像原理,用高斯-牛頓迭代法估計齣飛行器的相對偏航姿態角和相對位置,併設計 PID的位置控製繫統,實現飛行器對地麵目標的跟蹤。倣真結果錶明:該方法相對偏航角和位置的估計精度較高,飛行器對目標跟蹤準確。
침대관성도항계통(inertial navigation system,INS)화전구정위계통(global position system,GPS)도항계통적불족,제출일충기우시각신식적비행기상대편항각화상대위치고계방법。채용금자탑(lucas-kanade,LK)광류산법대지면목표상적2개특정특정점진행위치고계,연후근거섭상궤성상원리,용고사-우돈질대법고계출비행기적상대편항자태각화상대위치,병설계 PID적위치공제계통,실현비행기대지면목표적근종。방진결과표명:해방법상대편항각화위치적고계정도교고,비행기대목표근종준학。
Due to the disadvantages of the INS and GPS, this paper presents a vision-based relative position and yaw estimation strategy for air-vehicle, then use the result to design a PID control system to track the ground target. This scheme uses Lucas-Kanade pyramid optical flow algorithm to estimate two specific feature points’ position and use the Gauss-Newton iterative method to estimate the air-vehicle’s relative position and yaw angle, according to the camera imaging geometry. Then the PID position control system is designed to track the target. The simulation shows that the estimate of relative yaw and position is accurate and air-vehicle tracking the target accuracy. The simulation results show that the method has high accuracy on yaw and position estimation, and the air-vehicle has good performance on target tracing.