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.
三维空间动态目标追踪自部署算法
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.