西南科技大学学报
西南科技大學學報
서남과기대학학보
JOURNAL OF SOUTHWEST CHINA INSTITUTE OF TECHNOLOGY
2012年
4期
89-93
,共5页
激光传感器%超声波传感器%ARM9%自适应加权算法
激光傳感器%超聲波傳感器%ARM9%自適應加權算法
격광전감기%초성파전감기%ARM9%자괄응가권산법
Laser sensor%Ultrasonic sensor%ARM9%Adaptive weighed fusion
通过测距系统计算机器人运动路径是机器人壁障、路径规划以及协作编队关键技术之一。根据移动机器人工作环境地形复杂、光线差等特点,采用高精度激光传感器和超声波传感器协同测距,以ARM9为核心设计了软硬件,在此基础上,研究了自适应加权平均数据融合算法,并分析了各传感器的误差和方差。经实验统计,多传感器融合比单一传感器测量精度平均提高了47%,测量误差减小到0.5cm以内,表明本系统提高了测量精度和可靠性。
通過測距繫統計算機器人運動路徑是機器人壁障、路徑規劃以及協作編隊關鍵技術之一。根據移動機器人工作環境地形複雜、光線差等特點,採用高精度激光傳感器和超聲波傳感器協同測距,以ARM9為覈心設計瞭軟硬件,在此基礎上,研究瞭自適應加權平均數據融閤算法,併分析瞭各傳感器的誤差和方差。經實驗統計,多傳感器融閤比單一傳感器測量精度平均提高瞭47%,測量誤差減小到0.5cm以內,錶明本繫統提高瞭測量精度和可靠性。
통과측거계통계산궤기인운동로경시궤기인벽장、로경규화이급협작편대관건기술지일。근거이동궤기인공작배경지형복잡、광선차등특점,채용고정도격광전감기화초성파전감기협동측거,이ARM9위핵심설계료연경건,재차기출상,연구료자괄응가권평균수거융합산법,병분석료각전감기적오차화방차。경실험통계,다전감기융합비단일전감기측량정도평균제고료47%,측량오차감소도0.5cm이내,표명본계통제고료측량정도화가고성。
Calculating robot moving pathway is one key ytechnology of robot obstacle avoidance,path planning and coordination formation via ranging system. According to characteristic of robot working environ- ment like complex landscape and weak light etc. For raising measuring precision, this paper cooperate high accurate laser sensor with ultrasonic sensor measuring, designed software and hardware using ARM9 as the CPU, based on which, researched adaptive weighed fusion algorithm and analyzed error and vari- ance of each sensor. Through experiments statistics, concluded that multi-sensors fusion have a 47% higher precision than single sensors, and measuring error decreased within 0.5cm, which indicate that the system raised ranging accurate and reliability indeed.