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一种基于无线视觉传感器网络的分布式多目标跟踪滤波算法

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科技广场Issue(10):18-24,7.
科技广场Issue(10):18-24,7.

一种基于无线视觉传感器网络的分布式多目标跟踪滤波算法

A Distributed Multi-Target Tracking Filter Algorithm Based on a Wireless Visual Sensor Network

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作者信息

  • 1. 江西理工大学计算机科学与技术系,江西 赣州341000
  • 折叠

摘要

Abstract

The task presents a distributed wireless sensor network based on cubature Kalman filter of visual target tracking algorithm for tracking results from multiple surveillance cameras and processing the data by central processor and returning them to the digital camera in order to optimize target tracking. Wireless network is a mul-ti-vision monitor camera network in an overlay visual sensor where there passes the same goal by exchanging their local target position and the estimation of velocity. During the procedure, each camera in the network gather re-ceived status through consensus algorithm. Simulation results show that multiple digital cameras have a more pre-cise result for the prediction of the true state of the target than a single one.

关键词

无线视觉传感器网络/积分卡尔曼滤波/一致性算法/多目标跟踪

Key words

Wireless Visual Sensor Networks/Cubature Kalman Filter/Consensus Algorithm/Multi-Target Tracking

分类

信息技术与安全科学

引用本文复制引用

涂蓝..一种基于无线视觉传感器网络的分布式多目标跟踪滤波算法[J].科技广场,2014,(10):18-24,7.

科技广场

1671-4792

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