DocumentCode :
1939561
Title :
Gunshot detection system for JTRS radios
Author :
Smith, Michael ; Buscemi, Scott ; Xu, Dexiang John
Author_Institution :
NED T&E; Software Integration & Adv. Technol. Lab., SPAWAR Syst. CENTER, Charleston, SC, USA
fYear :
2010
fDate :
Oct. 31 2010-Nov. 3 2010
Firstpage :
266
Lastpage :
271
Abstract :
This paper presents a novel solution for detecting and locating gunshots using minimal equipment on a JTRS radio is proposed. Each radio acts as a sensor node to determine and share muzzle blast time of arrival information in order to determine a shooter location. The feasibility of such a system was investigated by developing detection and location algorithms and testing each algorithm´s effectiveness in both simulation and with real data. The detection algorithm is used to accurately pinpoint the arrival of the muzzle blast of a gunshot at a single microphone and was realized using a rake-correlation filter loop. The location algorithm used the position and time of arrival information gathered from multiple sources to determine the shooter location and was realized by an extended time-invariant Kalman filter. The Kalman filter is very adaptable and can incorporate additional measurements or sensors such as terrain information to eliminate large vertical errors; or Angle of Arrival information to incorporate additional gunshot systems into the network. Results showed that in realistic scenarios, with only time of arrival information, gunshot location accuracy is dictated by radio positioning.
Keywords :
Kalman filters; acoustic transducers; position measurement; time-of-arrival estimation; JTRS radios; angle of arrival information; gunshot detection system; gunshot location; microphone; muzzle blast time; radio positioning; rake-correlation filter loop; shooter location; terrain information; time of arrival information; time-invariant Kalman filter; Accuracy; Covariance matrix; Detection algorithms; Filtering algorithms; Global Positioning System; Kalman filters; Microphones; Cramer Rao; JTRS; Kalman; correlation filter; detection; gun shot;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
MILITARY COMMUNICATIONS CONFERENCE, 2010 - MILCOM 2010
Conference_Location :
San Jose, CA
ISSN :
2155-7578
Print_ISBN :
978-1-4244-8178-1
Type :
conf
DOI :
10.1109/MILCOM.2010.5680318
Filename :
5680318
Link To Document :
بازگشت