Title :
Propagation constraints in elephant localization using an acoustic sensor network
Author :
Dissanayake, Chinthaka M ; Kotagiri, Ramamohanarao ; Halgamuge, Malka N. ; Moran, Bill ; Farrell, Peter
Author_Institution :
Dept. of Infrastruct. Eng., Univ. of Melbourne, Parkville, VIC, Australia
Abstract :
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.
Keywords :
acoustic signal detection; acoustic transducers; temperature distribution; wireless sensor networks; SNR level; acoustic sensor network; elephant localization framework; elephant positioning accuracy; meteorological parameters; propagation constraint; sensors; signal-to-noise ratio; temperature variation; vocalization signal detection; wind velocity; Accuracy; Delay effects; Estimation error; Signal to noise ratio; Temperature sensors; Wind speed;
Conference_Titel :
Information and Automation for Sustainability (ICIAfS), 2012 IEEE 6th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-1976-8
DOI :
10.1109/ICIAFS.2012.6419889