Continuous tracking for mobile targets with mobility nodes in WSNs

Tian Wang, Zhen Peng, Yonghong Chen, Yiqiao Cai, H. Tian
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引用次数: 12

Abstract

Tracking mobile targets is one of the most important applications in wireless sensor networks (WSNs). Traditional tracking solutions are based on fixed sensor nodes and have two critical problems. First, in WSNs, the energy constraint is a main concern, but due to the mobility of targets, lots of sensor nodes in WSNs have to switch between active and sleep states frequently, which causes excessive energy consumption. Second, when there are holes in the deployment area, targets may fail to be detected while moving in the holes. To solve these problems, this paper exploits a few of mobile sensor nodes to continuously track mobile targets because the energy capacity of mobile nodes is less constrained. Based on a realistic detection model, a solution for scheduling mobile nodes to cooperate with ordinary fixed nodes is proposed. When targets move, mobile nodes move along with them for tracking. The results of extensive simulations show that mobile nodes help to track the target when holes appears in the coverage area and extend the effective monitoring time. Moreover, the proposed solution can effectively reduce the energy consumption of sensor nodes and prolong the lifetime of the networks.
无线传感器网络中具有移动节点的移动目标连续跟踪
移动目标跟踪是无线传感器网络的重要应用之一。传统的跟踪方案基于固定的传感器节点,存在两个关键问题。首先,在无线传感器网络中,能量约束是一个主要问题,但由于目标的移动性,无线传感器网络中的许多传感器节点必须频繁地在活动状态和睡眠状态之间切换,这导致了过多的能量消耗。其次,当部署区域存在孔洞时,目标在孔洞中移动时可能无法被发现。为了解决这些问题,由于移动节点的能量容量约束较少,本文利用少数移动传感器节点对移动目标进行连续跟踪。基于现实检测模型,提出了一种移动节点与普通固定节点协同调度的解决方案。当目标移动时,移动节点也随之移动以进行跟踪。大量仿真结果表明,移动节点有助于在覆盖区域出现孔洞时跟踪目标,延长有效监控时间。此外,该方案可以有效降低传感器节点的能量消耗,延长网络的生命周期。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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