Title :
Target association using harmonic frequency tracks
Author :
Hurd, Harry ; Pham, Tien
Author_Institution :
Harry L. Hurd Assoc. Inc., Raleigh, NC, USA
Abstract :
In this paper we show the potential of using frequency tracks developed from separated sensors and from multiple harmonics as a basis for correlation between the received signals. Significant correlation is consistent with source commonality, the received signals having originated from the same source, but practical effectiveness will depend on false alarm rates, an issue not addressed. The source is assumed to consist of a sum of harmonics with random frequency modulation caused by time varying loads. We use two methods for determining the frequency tracks, one coherent and the other incoherent. We use three methods for correlation. One is based on delay and Doppler corrected correlations of frequency tracks from two sensors. The others correlate an estimated frequency trajectory from one sensor with the raw acoustic signal from the other sensor.
Keywords :
acoustic correlation; frequency modulation; harmonics; military systems; sensor fusion; target tracking; Doppler corrected correlations; estimated frequency trajectory; harmonic frequency tracks; multiple harmonics; random frequency modulation; raw acoustic signal; sensors; source commonality; target association; time varying loads; Acoustic sensors; Acoustic signal processing; Delay estimation; Frequency estimation; Frequency modulation; Power harmonic filters; Signal processing; Signal to noise ratio; Target tracking; Trajectory;
Conference_Titel :
Information Fusion, 2002. Proceedings of the Fifth International Conference on
Conference_Location :
Annapolis, MD, USA
Print_ISBN :
0-9721844-1-4
DOI :
10.1109/ICIF.2002.1020897