DocumentCode
1757176
Title
Shooter Localization based on DoA Estimation of Gunshot Signals and Digital Map Information
Author
Paredes Calderon, Darwin Manolo ; Apolinario, Jose Antonio
Author_Institution
Inst. Mil. de Ing. del Brasil (IME), Brazil
Volume
13
Issue
2
fYear
2015
fDate
Feb. 2015
Firstpage
441
Lastpage
447
Abstract
This paper discusses a technique to estimate the position of a sniper using a spatial microphone array placed on elevated platforms. The shooter location is obtained from the exact location of the microphone array, from topographic information of the area and from an estimated direction of arrival (DoA) of the acoustic wave related to the explosion in the gun barrel, which is known as muzzle blast. The estimation of the DOA is based on the time differences the sound wavefront arrives at each pair of microphones, employing a technique known as Generalized Cross Correlation (GCC) with phase transform. The main idea behind the localization procedure used herein is that, based on the DoA, the acoustical path of the muzzle blast (from the weapon to the microphone) can be marked as a straight line on a terrain profile obtained from an accurate digital map, allowing the estimation of the shooter location whenever the microphone array is located on an dominant position. In addition, a new approach to improve the DoA estimation from a cognitive selection of microphones is introduced. In this technique, the microphones selected must form a consistent (sum of delays equal to zero) fundamental loop. The results obtained after processing muzzle blast gunshot signals recorded in a typical scenario, show the effectiveness of the proposed method.
Keywords
direction-of-arrival estimation; microphone arrays; weapons; DoA estimation; cognitive selection; digital map information; direction of arrival estimation; generalized cross correlation; gunshot signals; shooter localization; spatial microphone array; Arrays; Correlation; Direction-of-arrival estimation; Estimation; Microphones; Signal to noise ratio; Vectors; Cross Correlation; Deconvolution; Direction of Arrival (DoA); Firearms; Least Squares; Microphone arrays;
fLanguage
English
Journal_Title
Latin America Transactions, IEEE (Revista IEEE America Latina)
Publisher
ieee
ISSN
1548-0992
Type
jour
DOI
10.1109/TLA.2015.7055562
Filename
7055562
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