Sensor management algorithm based on discrimination gain and CPCRLB

XU Rui-yang; FENG Xin-xi; KONG Yun-bo; LU Chuan-guo

doi:10.13873/J.1000-9787(2015)09-0138-03

Chinese

您当前的位置：

首页 >

文章列表页 >

Sensor management algorithm based on discrimination gain and CPCRLB

更新时间：2025-09-11

- Sensor management algorithm based on discrimination gain and CPCRLB
- Vol. 34, Issue 9, Pages: 138-140+144(2015)
- 作者机构：
  
  1. 空军工程大学信息与导航学院
  2. 95806部队
- 作者简介：
- 基金信息：
- DOI：10.13873/J.1000-9787(2015)09-0138-03
  CLC： TP212
- Published：2015
- 稿件说明：
移动端阅览
[1]徐瑞阳,冯新喜,孔云波,鹿传国.基于区分度增量和CPCRLB的传感器管理算法[J].传感器与微系统,2015,34(09):138-140+144.

XU Rui-yang, FENG Xin-xi, KONG Yun-bo, et al. Sensor management algorithm based on discrimination gain and CPCRLB[J]. 2015, 34(9): 138-140+144.
[1]徐瑞阳,冯新喜,孔云波,鹿传国.基于区分度增量和CPCRLB的传感器管理算法[J].传感器与微系统,2015,34(09):138-140+144. DOI： 10.13873/J.1000-9787(2015)09-0138-03.

XU Rui-yang, FENG Xin-xi, KONG Yun-bo, et al. Sensor management algorithm based on discrimination gain and CPCRLB[J]. 2015, 34(9): 138-140+144. DOI： 10.13873/J.1000-9787(2015)09-0138-03.

摘要

针对传感器管理中存在的能量和资源有限问题

提出了一种基于区分度增量和条件后验克拉美—罗界（CPCRLB）的传感器管理算法

首先推导了CPCRLB在无源传感器粒子滤波情况下计算公式

然后采用条件后验CPCRLB作为矩阵遗传的适应值对传感器分配方案进行选择

同时计算每个目标的区分度增量

合理分配传感器资源。仿真结果表明:该算法能较好地实现传感器的分配

并降低了整个跟踪过程中的能耗。

Abstract

To solve the energy limitation problem in sensor management

an algorithm based on discrimination gain and CPCRLB is proposed. Deduce calculation formulas to calculate CPCRLB for negative sensor with particle filtering

adapts CPCRLB as the fitness of matrix genetic algorithm. The discrimination gain of each target is calculated to allocate the sensor resources properly. Simulation result shows that the proposed algorithm can achieve a good performance in sensor assignment and reduces energy consumption in target tracking.

关键词

Keywords

references

基于条件后验克拉美–罗下界的目标跟踪传感器管理 [J]. 杨小军,马祥,宋青松,邢科义. 控制理论与应用 . 2013(05)

基于Cramér-Rao下限的多传感器跟踪资源协同分配 [J]. 童俊,单甘霖. 宇航学报 . 2012(09)

区域防空多传感器管理体系结构与功能模块研究 [J]. 李秉,王凤山. 传感器与微系统 . 2009(03)

基于测量方差时变的传感器管理算法 [J]. 张应华,周林,刘先省. 传感器与微系统 . 2007(03)

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Study on sensor management based on support vector machine

Heuristic algorithm for multi-sensor tasks real-time dynamic assignment

Algorithm of sensor management based on time-varying measurement variance

Related Author

JIANG Ding-guo

ZHANG Yu-lin

JIAO Zhu-qing

XU Bao-guo

TIAM Kang-sheng1

GUAN You-dong2

JIA Ming-jie2

ZHANG Ying-hua

Related Institution

School of Communication and Control Engineering,Jiangnan University

Department of Information & Command Automation Engineering,Air Force Radar Academy

Department of Graduate Management,Air Force Radar Academy

College of Computer and Information Engineering,Henan University

河南大学计算机与信息工程学院

⁰