Position estimation for planar servo mechanical systems based on sensor data fusion

Guangyue Xue, Jingkai Wang, Qiang Chen, Xuemei Ren

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

To estimate the position of planar servo mechanical systems(PSMS), a novel sensor fusion approach based on distributed particle filter (PF) is presented to fuse the measurements from an accelerometer and the motor encoders. As local filter, the PF is improved both by adopting proposal distribution and by choosing the memetic compact differential evolution (McDE) re-sampling. Comparative experiment studies confirm the validity of the proposed fusion method.

源语言英语
主期刊名Proceedings of 2017 9th International Conference On Modelling, Identification and Control, ICMIC 2017
出版商Institute of Electrical and Electronics Engineers Inc.
488-493
页数6
ISBN(电子版)9781509065738
DOI
出版状态已出版 - 2 7月 2017
活动9th International Conference on Modelling, Identification and Control, ICMIC 2017 - Kunming, 中国
期限: 10 7月 201712 7月 2017

出版系列

姓名Proceedings of 2017 9th International Conference On Modelling, Identification and Control, ICMIC 2017
2018-March

会议

会议9th International Conference on Modelling, Identification and Control, ICMIC 2017
国家/地区中国
Kunming
时期10/07/1712/07/17

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