Title :
Source localization using unique characterizations of multipath propagation in an urban environment
Author :
Phelan, Brian R. ; Lenzing, Erik H. ; Narayanan, Ram M.
Author_Institution :
Dept. of Electr. Eng., Pennsylvania State Univ., University Park, PA, USA
Abstract :
This paper proposes a method for determining the location of GSM mobile transmitters. The process discussed here estimates the location of a source without the use of multilateration or LOS techniques. A Multipath Characteristic Database (MCD) containing the multipath signatures for each possible transmitter location in an area of interest is populated via ray-tracing software simulations. The multipath characteristics of interest are Angle of Arrival (AOA), and Time Difference of Arrival (TDOA). An analysis of an eigenstructure Joint Angle and Delay Estimations (JADE) is presented, and the properties of the MCD are discussed. Since the proposed method utilizes a simulated multipath signature database the need for a priori soundings from the area of interest is eliminated, thus making this location estimation system ideal for use in hostile territories.
Keywords :
approximation theory; cellular radio; eigenvalues and eigenfunctions; minimum shift keying; radio transmitters; radiowave propagation; ray tracing; time-of-arrival estimation; AOA estimation; GMSK modulation scheme; GSM mobile transmitters; JADE; LOS techniques; MCD; TDOA estimation; angle of arrival estimation; gaussian minimum shift keying modulation scheme; hostile territories; joint angle and delay estimations; linear approximation; location estimation system; multilateration techniques; multipath characteristic database; multipath propagation; multipath signature database; ray-tracing software simulations; source localization; time difference of arrival estimation; transmitter location; urban environment; Clustering algorithms; Educational institutions; GSM; Mobile communication; Modulation; Transmitters; Vectors;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2012 IEEE 7th
Conference_Location :
Hoboken, NJ
Print_ISBN :
978-1-4673-1070-3
DOI :
10.1109/SAM.2012.6250463