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基于两阶段多目标模糊决策的乒乓球机器人击球点选择
苏虎1; 徐德2; 陈国栋1; 方灶军1
Source Publication控制理论与应用
2013-05
Volume30Issue:5Pages:597-603
Abstract对乒乓球机器人而言,回球时根据来球状态选择合适的击球点,可以降低回球难度,提高回球成功率.本文提出了一种利用多目标模糊决策确定击球点的方法.首先,根据机器人最优运动区间和来球速度确定搜索区域.然后,定义搜索区域内的相关轨迹点为决策论域.在此决策论域内,根据回球目标参数分别计算期望出球速度,并根据球拍参数定义了3个能量函数,分别代表乒乓球被击打前后的能量和动量变化.以此能量函数为指标函数决策得到优化的击球点.最后,在不同的实验情况下,对比了本文算法与固定高度平面算法,验证了本文算法的有效性.; For robotic table tennis,selecting the optimal striking position in the returning process according to the ball's trajectory,not only reduces the difficulties in returning the coming ball,but also increases the returnable success rate.A two—step multi—purpose fuzzy decision making method is proposed for striking—position selection.Firstly,according to
robot's optimum range of motion and the coming ball’S velocity,the searching region containing the striking position is determined.Then,the positions of the ball in the searching region are regarded as decision—making universe.In the universe,
the desired outgoing velocity is respectively calculated with the target returning parameters.Three energy functions are defined based on the parameters of racket,representing energetic and momentum changes of the ping—pong ball in the
striking process.The functions are used as index functions for striking point selection in the searching region.Finally,comparison experiments of the proposed method with conventional ones are well conducted under different experimental conditions,demonstrating effectiveness of the proposed method.
Keyword击球点选择 模糊决策 乒乓球机器人 期望出球速度 球拍参数
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/12518
Collection精密感知与控制研究中心_精密感知与控制
Corresponding Author苏虎
Affiliation1.中国科学院自动化研究所复杂系统管理与控制国家重点实验室
2.中国科学院自动化研究所精密感知与控制研究中心
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Corresponding Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
苏虎,徐德,陈国栋,等. 基于两阶段多目标模糊决策的乒乓球机器人击球点选择[J]. 控制理论与应用,2013,30(5):597-603.
APA 苏虎,徐德,陈国栋,&方灶军.(2013).基于两阶段多目标模糊决策的乒乓球机器人击球点选择.控制理论与应用,30(5),597-603.
MLA 苏虎,et al."基于两阶段多目标模糊决策的乒乓球机器人击球点选择".控制理论与应用 30.5(2013):597-603.
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