The Multiple Model Vo–Vo Filter

Wei Yi; Meng Jiang; Reza Hoseinnezhad

首页> 外文期刊>IEEE Transactions on Aerospace and Electronic Systems >The Multiple Model Vo–Vo Filter

【24h】

The Multiple Model Vo–Vo Filter

机译：多模型Vo – Vo滤波器

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

A jump Markov system (JMS) multiple model solution is presented for tracking highly dynamic targets using the Vo-Vo filter (also known as generalized labeled multi-Bernoulli or GLMB filter). The closed-form solution is derived for Gaussian mixture implementation of the multiple-model Vo-Vo filter. The performance of the proposed method is examined and compared with the state of the art in challenging scenarios involving numerous appearing and disappearing targets with randomly time-varying dynamics. The results demonstrate that in such applications, the proposed method can outperform the competing techniques in terms of tracking accuracy, and is highly robust to variations in application and filter parameters such as clutter rate and model transition probabilities in the JMS.

机译：提出了一种跳跃马尔可夫系统（JMS）多模型解决方案，用于使用Vo-Vo滤波器（也称为广义标记多伯努利或GLMB滤波器）跟踪高度动态的目标。为多模型Vo-Vo滤波器的高斯混合实现导出了封闭形式的解决方案。在具有随机时变动态的，涉及众多出现和消失目标的具有挑战性的场景中，对提出的方法的性能进行了检查，并与现有技术进行了比较。结果表明，在此类应用中，所提出的方法在跟踪精度方面可以胜过竞争技术，并且对应用程序和滤波器参数（例如JMS中的杂波速率和模型转换概率）的变化具有很高的鲁棒性。

著录项

来源
《IEEE Transactions on Aerospace and Electronic Systems》 |2017年第2期|1045-1054|共10页
作者
Wei Yi; Meng Jiang; Reza Hoseinnezhad;
展开▼
作者单位

University of Electronic Science and Technology of China, Chengdu, China;

University of Electronic Science and Technology of China, Chengdu, China;

RMIT University, Melbourne, Australia;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类
关键词
Target tracking; Radio frequency; Standards; Aerodynamics; Markov processes; Clutter; Radar tracking;

机译：目标跟踪;射频;标准;空气动力学;马尔可夫过程;杂波;雷达跟踪;

相似文献

外文文献
中文文献
专利

1. Syntheses and characterization of layered phenyl- and benzylphosphonates of tetravalent vanadium, Ca[(VO)(O3PPh)(2)]center dot 2H(2)O, Cd[(VO)(O3PPh)(2)]center dot 2H(2)O, Ba[(VO)(O3PCH2Ph)(2)]center dot 2H(2)O, Sr[(VO)(3)(O3PPh)(4)]center dot 5H(2)O and Ba[V4O4(OH)(2) (O3PPh)(4)]center dot 5H(2)O [J] . Packiam D. Elias Jesu, Vidyasagar Kanamaluru Journal of Solid State Chemistry . 2019,第期

机译：三价钒，Ca [（VO）（O3PPH）（2）]中央点2H（2）O，Cd [（VO）（O3PPH）（2）]中心点2H（2 ）O，Ba [（VO）（O3PCH2PH）（2）]中心点2H（2）O，Sr [（VO）（3）（3）（O 3PPH）（4）]中心点5H（2）O和BA [V4O4（ OH）（2）（o3pph）（4）]中心点5h（2）o
2. Vanadium(IV/V) Complexes Containing [VO]~(2+), [VO]~(3+), [VO_2]~+ and [VO(O_2)]~+ Cores with Ligands Derived from 2-Acetylpyridine and S-Benzyl- or S-Methyldithiocarbazate [J] . Mannar R. Maurya, Shilpa Khurana, Wenjian Zhang, European journal of inorganic chemistry . 2002,第7期

机译：含[VO]〜（2 +），[VO]〜（3 +），[VO_2]〜+和[VO（O_2）]〜+核的钒（IV / V）配合物，其配体来自2-乙酰基吡啶和S -苄基或S-甲基二硫代氨基甲酸酯
3. Phase formation in Cu3+1.5xR4-x(VO4)(6) (R = Fe and Cr) systems: Crystal structure of Cu2.5Fe4.333(VO4)(6), Cu4Fe3.333(VO4)(6), and Cu4.05Cr3.3(VO4)(6) [J] . Belik AA., Pokholok KV., Lazoryak BI., International Journal of Quantum Chemistry . 2001,第2期

机译：Cu3 + 1.5xR4-x（VO4）（6）（R = Fe和Cr）系统中的相形成：Cu2.5Fe4.333（VO4）（6），Cu4Fe3.333（VO4）（6）和铜4.05Cr3.3（VO4）（6）
4. Adaptive Vo-Vo filter for maneuvering targets with time-varying dynamics [C] . Meng Jiang, Wei Yi, Reza Hoseinnezhad, International Conference on Information Fusion . 2016

机译：自适应Vo-Vo滤波器，用于随时间变化的动力学操纵目标
5. Etudedes couches mincesde VO2Etde W-VO 2Dopees par unenouvelle methode. [D] . Savoie, Marc. 2016

机译：用新方法研究掺杂VO2和W-VO 2的薄层。
6. Two new glaserite-type orthovanadates: Rb2KDy(VO4)2 and Cs1.52K1.48Gd(VO4)2 [O] . Lotfi Rghioui, Lahcen El Ammari, Abderrazzak Assani, 2019

机译：两种新的玻璃铁矿型原钒酸盐：Rb2KDy（VO4）2和Cs1.52K1.48Gd（VO4）2
7. Componente lento do VO2 em crianças durante exercício pesado de corrida: análise com base em diferentes modelos matemáticos Componente lento de VO2 en niños durante ejercicio arduo de carrera: análisis con base en diferentes modelos matemáticos Slow component of VO2 in children during running exercise performed at heavy intensity domain: analysis with different mathematical models [O] . Fabiana Andrade Machado, Luiz Guilherme Antonacci Guglielmo, Camila Coelho Greco, 2006

机译：儿童在重度跑步运动中的缓慢VO2成分：基于不同数学模型的分析在旋转木马运动期间儿童的缓慢VO2成分：基于不同数学模型的分析在重度运动期间儿童的VO2缓慢成分强度域：用不同的数学模型进行分析
8. Cluster Model for Lattice Distortion Effects on Electronic Structure: VO and VO2. [R] . Gupta, M., Ellis, D. E. 1975

机译：格子畸变对电子结构影响的聚类模型：VO和VO2。

The Multiple Model Vo–Vo Filter

摘要

著录项

相似文献

相关主题

期刊订阅