基于声传感器网络的大象定位传播约束

Chinthaka M. Dissanayake, R. Kotagiri, M. Halgamuge, Bill Moran, P. Farrell
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引用次数: 15

摘要

本文讨论了基于声传感器网络的大象定位框架。进一步分析了气象参数对大象发声传播的影响及其对大象定位精度的影响。此外,我们还研究了信噪比对发声信号检测的影响,从而影响定位精度。大量的仿真结果表明,温度在整个定位区域的均匀分布并不影响定位精度。结果表明,传感器之间的温度变化、风速和风向对系统的定位精度有显著影响。尽管如此,当信噪比水平低于一定的边际水平时,定位精度急剧下降。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Propagation constraints in elephant localization using an acoustic sensor network
In this paper we discuss elephant localization framework using acoustic sensor network. We further analyze the effect of various meteorological parameters in elephant vocalization propagation and their consequential effects on elephant positioning accuracy. In addition, we present the effect of signal-to-noise ratio (SNR) on detection of vocalization signal which consequently affects the localization accuracy. Extensive simulation results reviled that the uniform distribution of the temperature throughout the localization area does not defect the localization accuracy. Our results show that temperature variations between sensors and wind velocity and direction have significant effect on positioning accuracy of the system. Regardless of this, it is revealed that the localization accuracy decreases enormously once the SNR level fall under certain marginal level.
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