Time-frequency analysis and modeling of the backscatter of categorized dolphin echolocation clicks for target discrimination.
A set of dolphin echolocation clicks collected from an Atlantic bottlenose dolphin in Kaneohe Bay, Hawai'i from a previous experiment is examined in terms of their time and frequency characteristics. The center frequency and rms bandwidth are calculated for the clicks and these are clustered into four classes by using a model based on the Bayesian information criterion. The echo signatures are attained from a solid, elastic homogeneous sphere for each class of clicks from an acoustic scattering model. The results from the scattering model are compared to experimental values. The joint time-frequency content of the resulting echo signals is obtained by the reduced interference distribution (RID). The RIDs are plotted and examined for each signal class for four spherical targets of different material compositions. RID correlation values are obtained for a standard target versus comparison targets by using a time-frequency correlator. The results suggest that dolphins may discriminate by auditory inspection of the time-frequency information returned by the targets. The modification of the outgoing clicks and examination of time-frequency target information may be fundamental to a dolphin's ability to identify and discriminate targets.
Muller
Mark W
MW
Department of Mechanical Engineering, University of Hawai at Manoa, 2540 Dole Street, Honolulu, Hawai 96822-2303, USA.
Allen
John S
JS
Au
Whitlow W L
WW
Nachtigall
Paul E
PE
D000162:Acoustics; D000818:Animals; D004192:Discrimination, Psychological; D004289:Dolphins; D004455:Echolocation; D008962:Models, Theoretical; D017603:Signal Detection, Psychological