Title :
Signal analysis by means of time-frequency (Wigner-type) distributions-applications to sonar and radar echoes
Author :
Gaunaurd, Guillermo C. ; Strifors, Hans C.
Author_Institution :
Naval Surface Warfare Center, Silver Spring, MD, USA
fDate :
9/1/1996 12:00:00 AM
Abstract :
Time series data have been traditionally analyzed in either the time or the frequency domains. For signals with a time-varying frequency content, the combined time-frequency (TF) representations, based on the Cohen class of (generalized) Wigner distributions (WD´s) offer a powerful analysis tool. Using them, it is possible to: (1) trace the time-evolution of the resonance features usually present in a standard sonar cross section (SCS), or in a radar cross section (RCS) and (2) extract target information that may be difficult to even notice in an ordinary SCS or RCS. After a brief review of the fundamental properties of the WD, we discuss ways to reduce or suppress the cross term interference that appears in the WD of multicomponent systems. These points are illustrated with a variety of three-dimensional (3-D) plots of Wigner and pseudo-Wigner distributions (PWD). The plots are all obtained from an extensive analysis we have made over the years of the resonance acoustic echoes backscattered by a variety of elastic shells submerged in water, when they are excited by various types of incident pressure waves, including the short pulses generated by explosive charges. We also review studies we have made of the echoes returned by conducting or dielectric targets in the atmosphere, when they are illuminated by broadband radar pings. These short incident pulses are used to analytically model the performance of ultrawide band (UWB) radars, often called impulse radars. A TF domain analysis of these impulse radar returns demonstrates their superior information content
Keywords :
Wigner distribution; acoustic resonance; backscatter; conductors (electric); dielectric properties; interference suppression; radar cross-sections; radar interference; radar signal processing; resonance; signal representation; sonar signal processing; time series; time-frequency analysis; Cohen class; Wigner distributions; backscattered echoes; conducting targets; cross term interference suppression; dielectric targets; elastic shells; explosive charge; impulse radar; incident pressure waves; multicomponent systems; radar cross section; radar echoes; resonance acoustic echoes; resonance features; short pulses; signal analysis; sonar cross section; sonar echoes; time series data; time-frequency distributions; time-frequency representations; time-varying frequency content; ultrawideband radar; Acoustic pulses; Data mining; Frequency domain analysis; Radar cross section; Resonance; Signal analysis; Sonar; Time frequency analysis; Time series analysis; Ultra wideband radar;
Journal_Title :
Proceedings of the IEEE