Ellipsoidal Method for UAVs Target Tracking and Recognition
Based on our previous contributions about UAV target tracking and recognition, this paper continues to do the synthesis analysis for the ellipsoidal method for above practical problem. Given a nonlinear system or linear system, corresponding to the motion equation for the considered target, the UAV...
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| Format: | Article |
| Language: | English |
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IEEE
2022-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/9928185/ |
| _version_ | 1828095431557513216 |
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| author | Dong Liushuan |
| author_facet | Dong Liushuan |
| author_sort | Dong Liushuan |
| collection | DOAJ |
| description | Based on our previous contributions about UAV target tracking and recognition, this paper continues to do the synthesis analysis for the ellipsoidal method for above practical problem. Given a nonlinear system or linear system, corresponding to the motion equation for the considered target, the UAV target tracking and recognition is to identify the unknown but bounded noise, then ellipsoidal method is proposed to achieve this goal. The main step for ellipsoidal method is to compute one intersection operation between one ellipsoid and a strip. Through our own mathematical derivations, this intersection part is also an ellipsoid. The center of the final ellipsoid is deemed as the accurate state estimation from the generated ellipsoidal sequences. To alleviate the deficiency of our previous contributions, synthesis analysis for ellipsoidal method is also derived to complete the efficiency. Finally, one simulation example confirms our ellipsoidal method for UAV target tracking and recognition. |
| first_indexed | 2024-04-11T07:13:37Z |
| format | Article |
| id | doaj.art-a55aff3f53e14b3e86ff8819741e0d73 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-04-11T07:13:37Z |
| publishDate | 2022-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-a55aff3f53e14b3e86ff8819741e0d732022-12-22T04:38:05ZengIEEEIEEE Access2169-35362022-01-011011393511394410.1109/ACCESS.2022.32168839928185Ellipsoidal Method for UAVs Target Tracking and RecognitionDong Liushuan0https://orcid.org/0000-0002-6517-0508Department of Public Teaching, Zhengzhou University of Economics and Business, Zhengzhou, ChinaBased on our previous contributions about UAV target tracking and recognition, this paper continues to do the synthesis analysis for the ellipsoidal method for above practical problem. Given a nonlinear system or linear system, corresponding to the motion equation for the considered target, the UAV target tracking and recognition is to identify the unknown but bounded noise, then ellipsoidal method is proposed to achieve this goal. The main step for ellipsoidal method is to compute one intersection operation between one ellipsoid and a strip. Through our own mathematical derivations, this intersection part is also an ellipsoid. The center of the final ellipsoid is deemed as the accurate state estimation from the generated ellipsoidal sequences. To alleviate the deficiency of our previous contributions, synthesis analysis for ellipsoidal method is also derived to complete the efficiency. Finally, one simulation example confirms our ellipsoidal method for UAV target tracking and recognition.https://ieeexplore.ieee.org/document/9928185/UAV target trackingrecognitionellipsoidal methodsynthesis analysis |
| spellingShingle | Dong Liushuan Ellipsoidal Method for UAVs Target Tracking and Recognition IEEE Access UAV target tracking recognition ellipsoidal method synthesis analysis |
| title | Ellipsoidal Method for UAVs Target Tracking and Recognition |
| title_full | Ellipsoidal Method for UAVs Target Tracking and Recognition |
| title_fullStr | Ellipsoidal Method for UAVs Target Tracking and Recognition |
| title_full_unstemmed | Ellipsoidal Method for UAVs Target Tracking and Recognition |
| title_short | Ellipsoidal Method for UAVs Target Tracking and Recognition |
| title_sort | ellipsoidal method for uavs target tracking and recognition |
| topic | UAV target tracking recognition ellipsoidal method synthesis analysis |
| url | https://ieeexplore.ieee.org/document/9928185/ |
| work_keys_str_mv | AT dongliushuan ellipsoidalmethodforuavstargettrackingandrecognition |