Particle filter with fine resampling for Bearings-Only Tracking | |
Cao, Bei(曹蓓); Ma, Caiwen(马彩文); Liu, Zhentao | |
2012 | |
会议名称 | 2012 International Workshop on Information and Electronics Engineering, IWIEE 2012 |
会议录名称 | 2012 International Workshop on Information and Electronics Engineering |
页码 | 3685-3690 |
会议日期 | March 10, 2012 - March 11, 2012 |
会议地点 | Harbin, China |
出版地 | United Kingdom |
出版者 | Elsevier Ltd, Langford Lane, Kidlington, Oxford, OX5 1GB, United Kingdom |
产权排序 | 1 |
摘要 | To solve the nonlinear filtering problem in the Bearings-Only Tracking (BOT), an improved particle filter with fine resampling is proposed, called as PF-FR (Particle Filter with Fine Resampling). By introducing distance-comparing process and generating new particle based on optimized combination scheme, PF-FR filter performs better than generic PF-SIR filter both in terms of effectiveness and diversity of the particle system, hence, evidently enhancing tracking accuracy in bearings-only tracking problem. Simulations indicate that the proposed PF-FR algorithm is effective. |
收录类别 | EI |
语种 | 英语 |
ISSN号 | 18777058 |
文献类型 | 会议论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/20527 |
专题 | 光电跟踪与测量技术研究室 |
推荐引用方式 GB/T 7714 | Cao, Bei,Ma, Caiwen,Liu, Zhentao. Particle filter with fine resampling for Bearings-Only Tracking[C]. United Kingdom:Elsevier Ltd, Langford Lane, Kidlington, Oxford, OX5 1GB, United Kingdom,2012:3685-3690. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Particle filter with(320KB) | 会议论文 | -- | 限制开放 | CC BY-NC-SA | 请求全文 |
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