基于多传感器信息融合的运动轨迹跟踪系统设计

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DOI:10.16652/j.issn.1004-373x.2025.16.023

中图分类号:TN957.8-34;TP391 文献标识码:A 文章编号:1004-373X(2025)16-0146-04

Design of motion trajectory tracking system based on multi-sensor information fusion

XIA Zhiyue

(ChinaUniversityofMiningand Technology,Xuzhou2211Oo,China)

Abstract:Singlesensordatacollction issusceptibletonoiseand interference,whichcanafecttheaccuracyof trajectory dataandincreasetrajectorytrackingerors.Onthisbasis,amotiontrajectorytrackingsystembasedonmulti-sensorinforation fusionisproposed.Theinertialsensorissetattheanklepositionof thehumanbodytocollctmotionposturedataandcalculate motionpositiondata.TheFMCWradarsensorisused totransmitandreceivesignals,andthefrequencydiferenceandtime dierenceareprocessedtolocatethepositionof human motion.The motion trajectorypositioningandtracking method basedon multi-sensorinformationfusionisusedtogenerateaccuratemotiontrajectorytrackingresultsbyfusingtwotypesofsensordata withdynamicweightingmethod.Theexperimentalresultsshowthatthedesignedsystemhassmalltrackingerrorfordiferent typesof athletes‘movement tracks,canreduce the noiseanderor that maybebroughtbyasingledata sourceby integrating different sensors data,and improve the tracking accuracy of movement tracks.

Keywords:multi-sensor;informationfusion;motion trajectory;trackingsystem;inertial sensor;FMCWradarsensor; dynamicweightingmethod

人体运动轨迹跟踪系统在体育竞技、训练任务中普遍使用,教练利用人体运动轨迹跟踪系统对运动员的动作进行详细分析1-2],从而发现潜在的问题和改进点。(剩余3980字)

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