A Novel Acceleration Estimation Algorithm Based on Least Square Method
Acceleration signal plays an important role in motion control systems. One of the main ways to obtain the acceleration is to calculate or estimate it from measured velocity. It deduced a mathematical model describing the relationship among velocity increments, true acceleration and noises based on t...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Electric Drive for Locomotives
2018-01-01
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| Series: | 机车电传动 |
| Subjects: | |
| Online Access: | http://edl.csrzic.com/thesisDetails#10.13890/j.issn.1000-128x.2017.06.111 |
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| _version_ | 1849323602683363328 |
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| author | LI Jianghong HU Zhaowen CHEN Huaguo ZHANG Yu |
| author_facet | LI Jianghong HU Zhaowen CHEN Huaguo ZHANG Yu |
| author_sort | LI Jianghong |
| collection | DOAJ |
| description | Acceleration signal plays an important role in motion control systems. One of the main ways to obtain the acceleration is to calculate or estimate it from measured velocity. It deduced a mathematical model describing the relationship among velocity increments, true acceleration and noises based on the relationship between the signal and noise in the measurement speed. Regarding the true acceleration as an unknown parameter of the model, it proposed to estimate the acceleration by using the extended recursive least square method. Finally, it verified the effectiveness of the acceleration estimation method by simulation. |
| format | Article |
| id | doaj-art-e59d6a3e04c84770bc3edd4f53247b23 |
| institution | Kabale University |
| issn | 1000-128X |
| language | zho |
| publishDate | 2018-01-01 |
| publisher | Editorial Department of Electric Drive for Locomotives |
| record_format | Article |
| series | 机车电传动 |
| spelling | doaj-art-e59d6a3e04c84770bc3edd4f53247b232025-08-20T03:48:58ZzhoEditorial Department of Electric Drive for Locomotives机车电传动1000-128X2018-01-013020912145A Novel Acceleration Estimation Algorithm Based on Least Square MethodLI JianghongHU ZhaowenCHEN HuaguoZHANG YuAcceleration signal plays an important role in motion control systems. One of the main ways to obtain the acceleration is to calculate or estimate it from measured velocity. It deduced a mathematical model describing the relationship among velocity increments, true acceleration and noises based on the relationship between the signal and noise in the measurement speed. Regarding the true acceleration as an unknown parameter of the model, it proposed to estimate the acceleration by using the extended recursive least square method. Finally, it verified the effectiveness of the acceleration estimation method by simulation.http://edl.csrzic.com/thesisDetails#10.13890/j.issn.1000-128x.2017.06.111accelerationleast square methodacceleration estimation |
| spellingShingle | LI Jianghong HU Zhaowen CHEN Huaguo ZHANG Yu A Novel Acceleration Estimation Algorithm Based on Least Square Method 机车电传动 acceleration least square method acceleration estimation |
| title | A Novel Acceleration Estimation Algorithm Based on Least Square Method |
| title_full | A Novel Acceleration Estimation Algorithm Based on Least Square Method |
| title_fullStr | A Novel Acceleration Estimation Algorithm Based on Least Square Method |
| title_full_unstemmed | A Novel Acceleration Estimation Algorithm Based on Least Square Method |
| title_short | A Novel Acceleration Estimation Algorithm Based on Least Square Method |
| title_sort | novel acceleration estimation algorithm based on least square method |
| topic | acceleration least square method acceleration estimation |
| url | http://edl.csrzic.com/thesisDetails#10.13890/j.issn.1000-128x.2017.06.111 |
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