Spaced-Based Multi-Sensor Maneuvering Group Targets Refined Tracking Algorithm
- DOI
- 10.2991/cimns-16.2016.69How to use a DOI?
- Keywords
- manuvering tracking; group targets; refined tracking; patulous generalized S-D assignment component
- Abstract
Aiming to solve the refined tracking problem of the maneuvering group targets with the space-based multi-sensor detections, an algorithm named multi-sensor refined tracking algorithm within maneuvering group targets based on patulous generalized S-D assignment (MSRT-MGT-PGSDA) is proposed. In this algorithm, based on the deep analysis of the characteristics of the maneuvering group targets with the space-based multi-sensor detections, multiple feasibility division is obtained with the tracks and the measurements within the group targets. Moreover, the S-D assignment model is built with the basis of the cost function of each feasibility division. Finally the maneuvering model of every group targets is decided with the optimum feasibility division, and the state update of each targets in the group with the corresponding tracking model of the maneuvering group targets in reference [1]. The analysis results of the simulation data show that obvious advantages of this algorithm are established in the aspects of tracking accuracy, effective tracking rate and the real time, compared with the centralized interacting multiple model multi-sensor multiple hypothesis tracking algorithm which is a superior performance algorithm in the multi-sensor maneuvering target tracking field.
- Copyright
- © 2016, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Haipeng Wang AU - Xueyuan Lin AU - Tiantian Tang AU - Shuyi Jia PY - 2016/09 DA - 2016/09 TI - Spaced-Based Multi-Sensor Maneuvering Group Targets Refined Tracking Algorithm BT - Proceedings of the 2016 International Conference on Communications, Information Management and Network Security PB - Atlantis Press SP - 274 EP - 278 SN - 2352-538X UR - https://doi.org/10.2991/cimns-16.2016.69 DO - 10.2991/cimns-16.2016.69 ID - Wang2016/09 ER -