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移动服务机器人多路径场景导航性能及测量不确定度研究分析

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导航能力是移动服务机器人自主移动的基础,高效的导航性能是确保移动服务机器人能够在复杂场景下准确、安全地完成任务的关键.本文以自主导航类移动服务机器人为研究对象,通过模拟直线路径、转弯路径、复合路径等室内多种典型测试场景,分析和研究了移动服务机器人的导航性能测试模型及其关键性能指标平均距离误差的检测方法,并评估机器人的平均距离误差的测量不确定度.通过测试数据分析比较了移动服务机器人导航在不同运动路径下导航的距离误差,验证了移动服务机器人的导航能力和运动路径间的关系,为移动服务机器人的导航性能测试与评价提供了参考思路.
Indoor Scene-Based Navigation Performance Test and Measurement Uncertainty Research and Analysis of Mobile Service Robot with Multipath Scene
Navigation capability is the foundation of autonomous movement of mobile service robots,and efficient navi-gation performance is the key to ensure that mobile service robots can accurately and safely complete tasks in complex scenes.This paper takes autonomous navigation mobile service robot as the research object,and analyses the perfor-mance test model of navigation algorithm of mobile service robot and its key performance index average distance error detection method by simulating a variety of typical indoor test scenarios,such as straight line path,turning path,and composite path,and evaluates the uncertainty in the measurement of the average distance error of the robot.The distance error of navigation of mobile service robot navigation under different motion paths is compared through the analysis of test data,and the relationship between the navigation ability and motion path of mobile service robot is verified,which provides a reference idea for the testing and evaluation of the navigation performance of mobile service robot.

mobile service robotnavigation performanceautonomous mobilityindoor scenariosperformance testing

吴根、刘玉玲、李岳洪、胡恒莹、吴旻

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威凯检测技术有限公司 广州 510663

中国电器科学研究院股份有限公司 广州 510300

移动服务机器人 导航性能 自主移动 室内场景 性能测试 不确定度

2024

日用电器
中国电器科学研究院有限公司

日用电器

影响因子:0.071
ISSN:1673-6079
年,卷(期):2024.(12)