Title :
Fluctuations of Seafloor Backscatter Data From Multibeam Sonar Systems
Author :
Gavrilov, Alexander N. ; Parnum, Iain M.
Author_Institution :
Centre for Marine Sci. & Technol., Curtin Univ. of Technol., Perth, WA, Australia
fDate :
4/1/2010 12:00:00 AM
Abstract :
Several theoretical models of seafloor backscatter statistics developed over recent years show a reasonable agreement with experimental measurements made with sonar systems. However, methods of data collection and processing used in modern multibeam systems are often not taken into consideration when analyzing statistical characteristics of observed backscatter data. Fluctuations of various backscatter parameters, which can be derived from raw multibeam data, and their statistical properties, are analyzed in this paper using data collected with a Reson SeaBat 8125 system from two different seafloor types on the southern continental shelf of Western Australia. It is shown that fluctuations of the backscatter envelope not affected by the sonar beam pattern can be reasonably well approximated by a Rayleigh distribution, when the seafloor insonification area is large compared to the horizontal scale of the seafloor roughness. Based on data analysis and theory of extreme value statistics, it is demonstrated that the peak backscatter intensity, collected by some sonar systems as a single backscatter characteristic for each sonar beam, leads to considerable overestimation of the seafloor backscatter strength at oblique angles of incidence when the beam footprint is much larger than the insonification area. Sidescan data synthesized in some modern multibeam systems are also affected by effects of signal processing on statistical properties of backscatter fluctuations. In contrast to the peak backscatter intensity, the backscatter energy provides an almost unbiased estimate of the seafloor backscatter strength. The gamma distribution is demonstrated to be an adequate approximation for fluctuations of the backscatter energy at oblique angles of incidence. It was also found that sonar parameters and settings, signal processing in sonar hardware, and the incidence angle of seafloor observation have a much greater effect on statistical characteristics of backscatter fluctuations- - than the difference in acoustical properties of the seafloor, except for the first moment of backscatter variations which is governed by the seafloor backscatter coefficient.
Keywords :
backscatter; data analysis; gamma distribution; geophysical signal processing; oceanographic regions; seafloor phenomena; sonar signal processing; Rayleigh distribution; Reson SeaBat 8125 system; Western Australia; acoustical backscatter; backscatter energy; backscatter envelope; backscatter fluctuations; backscatter parameters; backscatter variations; beam footprint; data analysis; data collection; data processing; extreme value statistics; gamma distribution; modern multibeam systems; multibeam sonar system; oblique angles of incidence; peak backscatter intensity; raw multibeam data; seafloor backscatter coefficient; seafloor backscatter data; seafloor backscatter statistics; seafloor backscatter strength; seafloor insonification area; seafloor observation; seafloor roughness; sidescan data; signal processing; sonar beam; sonar beam pattern; sonar hardware; sonar parameters; sonar systems; southern continental shelf; Acoustical backscatter; distribution model; multibeam sonar system; seafloor backscatter coefficient;
Journal_Title :
Oceanic Engineering, IEEE Journal of
DOI :
10.1109/JOE.2010.2041262