Dynamic target tracking self-deployment algorithm in 3D space

TAN Li; WANG Minji; YANG Chaoyu; TANG Xiaojiang

doi:10.13873/j.1000-9787(2020)02-0101-04

Chinese

您当前的位置：

首页 >

文章列表页 >

Dynamic target tracking self-deployment algorithm in 3D space

更新时间：2025-09-11

- Dynamic target tracking self-deployment algorithm in 3D space
- Issue 2, Pages: 101-104+108(2020)
- 作者机构：
  
  北京工商大学计算机与信息工程学院
- 作者简介：
- 基金信息：
- DOI：10.13873/j.1000-9787(2020)02-0101-04
  CLC： TN929.5;TP212.9
- Published：2020
- 稿件说明：
移动端阅览
TAN Li, WANG Minji, YANG Chaoyu, et al. Dynamic target tracking self-deployment algorithm in 3D space[J]. 2020, (2): 101-104+108.
DOI：

TAN Li, WANG Minji, YANG Chaoyu, et al. Dynamic target tracking self-deployment algorithm in 3D space[J]. 2020, (2): 101-104+108. DOI： 10.13873/j.1000-9787(2020)02-0101-04.

摘要

为了能够实现三维有向传感器网络中移动目标的追踪部署

且确保目标在不断移动过程中传感器节点仍能够完成对目标的有效监测

提出一种基于节点感知模型和虚拟力模型的三维空间动态目标追踪自部署算法(DTSA)

并且采用Sigmoid函数构建传感器节点追踪过程中的最佳移动速率模型

使得当三维空间的目标处于不断移动时

传感器节点可以以最佳的移动策略实时监测目标。仿真实验结果表明:与传统的动态目标追踪自部署算法相比

DTSA算法在追踪覆盖率和平均移动距离两个对比指标方面有了提升

性能优于传统的算法。

Abstract

For the purpose of tracking the moving target in 3 D directional sensor network and monitoring the target effectively

a dynamic target tracking self-deployment algorithm（ DTSA） for 3 D directional sensor network is presented. DTSA is based on node sensing model and virtual force model. By using the Sigmoid function

the optimal moving rate model is built in tracking process

so that the target can be monitored by sensor nodes with the optimal moving strategies even if the target is moving constantly. Simulation results show that compared with the traditional self-deployment algorithm for dynamic target tracking

DTSA has a significant improvement in tracking coverage rate and average moving distance and the performance of DTSA is better than the traditional algorithm.

关键词

Keywords

references

Views

122

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Design of multi-component gas monitoring device based on FPGA

A variable step-size virtual force algorithm for optimizing deployment of WSNs nodes

Implementation scheme for activated function of neutral networks in intelligent sensors

Related Author

YANG Fei

XIE Tao

YU Chong-chong

SU Wei-jun

ZHANG Qiao-wei

CHEN Jun-jie

LI Hong-wei

WU Qing-xiang

Related Institution

School of Instrument Science and Engineering, Southeast University

College of Photonic and Electronic Information Engineering,Fujian Normal University

⁰