DocumentCode :
2953666
Title :
Performance Analysis of an Acoustic Relative Positioning System
Author :
De Marziani, C. ; Ureña, J. ; Mazo, M. ; Hernandez, A. ; García, J.J. ; Jiménez, A. ; Álvarez, F. ; Villadangos, J.M. ; Perez, M.C. ; Ochoa, A. ; Balinas, J.
Author_Institution :
Univ. of Alcala, Madrid
fYear :
2007
fDate :
3-5 Oct. 2007
Firstpage :
1
Lastpage :
6
Abstract :
In this work, the performance of an acoustic relative positioning system is studied, by a Monte-Carlo analysis, with the aim of determining the obtained accuracy and precision. The system has been designed in order to be used in the relative positioning estimation of mobile objects which are not restricted to a particular environment and cannot depend on any external infrastructure. In the proposed system, the spatial relations among objects are computed by only using acoustic emissions with the aim of measuring the round-trip-time-of-flight of the acoustic signals emitted by every object. Then, using the data collected in the system, object positions are computed using the multidimensional scaling technique, and a closer solution is achieved by least-square algorithms. In this performance analysis, a Gaussian distribution of the errors has been considered. The obtained results show that a sub-centimeter precision and accuracy can be obtained considering a centimeter error magnitude in the distance measurements with the proposed ranging mechanism.
Keywords :
Gaussian distribution; Monte Carlo methods; least squares approximations; wireless sensor networks; Gaussian distribution; Monte-Carlo analysis; acoustic relative positioning system; distance measurements; least-square algorithms; multidimensional scaling technique; performance analysis; ranging mechanism; relative positioning estimation; round-trip-time-of-flight measurement; spatial relations; subcentimeter precision; Acoustic emission; Acoustic measurements; Acoustic sensors; Acoustic transducers; Computer architecture; Distance measurement; Estimation error; Gaussian distribution; Multidimensional systems; Performance analysis; Acoustic Sensor Networks; Relative Positioning Systems; Simultaneous Round Trip Time of Flight;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Signal Processing, 2007. WISP 2007. IEEE International Symposium on
Conference_Location :
Alcala de Henares
Print_ISBN :
978-1-4244-0829-0
Electronic_ISBN :
978-1-4244-0830-6
Type :
conf
DOI :
10.1109/WISP.2007.4447647
Filename :
4447647
Link To Document :
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