Amplitude information based robust tracking method for multiple marine targets
A robust multi-Bernoulli filter based on the amplitude information of the target in sea clutter was proposed,in which the amplitude information of the target and sea clutter was exploited to improve the measurement likelihood.Therefore,the proposed approach could distinguish targets from clutter bet...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2019-02-01
|
| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019037/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841539424544882688 |
|---|---|
| author | Chao LIU Zhiguo ZHANG Jinping SUN |
| author_facet | Chao LIU Zhiguo ZHANG Jinping SUN |
| author_sort | Chao LIU |
| collection | DOAJ |
| description | A robust multi-Bernoulli filter based on the amplitude information of the target in sea clutter was proposed,in which the amplitude information of the target and sea clutter was exploited to improve the measurement likelihood.Therefore,the proposed approach could distinguish targets from clutter better when they were spatially close,which further enhanced the ability to track targets in marine radar detection applications.The simulation results of Swerling type Ⅰfluctuating targets tracking in K distributed sea clutter show that,the proposed algorithm is superior in performance to the robust multi-Bernoulli filter in terms of state estimation,cardinality estimation,as well as clutter rate estimation. |
| format | Article |
| id | doaj-art-640ddbba9a014baeb518b8646f0eff56 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2019-02-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-640ddbba9a014baeb518b8646f0eff562025-01-14T07:16:18ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2019-02-0140606959725015Amplitude information based robust tracking method for multiple marine targetsChao LIUZhiguo ZHANGJinping SUNA robust multi-Bernoulli filter based on the amplitude information of the target in sea clutter was proposed,in which the amplitude information of the target and sea clutter was exploited to improve the measurement likelihood.Therefore,the proposed approach could distinguish targets from clutter better when they were spatially close,which further enhanced the ability to track targets in marine radar detection applications.The simulation results of Swerling type Ⅰfluctuating targets tracking in K distributed sea clutter show that,the proposed algorithm is superior in performance to the robust multi-Bernoulli filter in terms of state estimation,cardinality estimation,as well as clutter rate estimation.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019037/multi-target trackingamplitude informationrobust trackingsea clutter |
| spellingShingle | Chao LIU Zhiguo ZHANG Jinping SUN Amplitude information based robust tracking method for multiple marine targets Tongxin xuebao multi-target tracking amplitude information robust tracking sea clutter |
| title | Amplitude information based robust tracking method for multiple marine targets |
| title_full | Amplitude information based robust tracking method for multiple marine targets |
| title_fullStr | Amplitude information based robust tracking method for multiple marine targets |
| title_full_unstemmed | Amplitude information based robust tracking method for multiple marine targets |
| title_short | Amplitude information based robust tracking method for multiple marine targets |
| title_sort | amplitude information based robust tracking method for multiple marine targets |
| topic | multi-target tracking amplitude information robust tracking sea clutter |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019037/ |
| work_keys_str_mv | AT chaoliu amplitudeinformationbasedrobusttrackingmethodformultiplemarinetargets AT zhiguozhang amplitudeinformationbasedrobusttrackingmethodformultiplemarinetargets AT jinpingsun amplitudeinformationbasedrobusttrackingmethodformultiplemarinetargets |