Title :
A computational Model for bats’ echolocation based on mammalian auditory system
Author :
Cheng, Binbin ; Zhang, Hai
Author_Institution :
Dept. of Eng. Phys., Tsinghua Univ., Beijing
Abstract :
Bats can easily pick up an individual prey among multiple targets by using the echoes of the emission that overlapped in time. So far, the process produced by the batspsila echolocation system is not completely understood. A computational Model for batspsila echolocation based on mammalian auditory system is proposed and analyzed in this work. This model is a description for the signal processing mechanism that may play a role in batspsila echolocation system. In this model, a cochlear filter bank is used to divide an FM emission and the echoes into several bands. Then a half-wave rectification and a low-pass filter were added to each path just like what have been done in the mammalian inner hair cell (IHC). The smoothed envelope at the output of the low-pass filter is used to trigger event by pick-detection mechanism. Then an integration processing is taken out among band-pass filter channels to improve the precision of the echolocation. At the end of the model a cross-correlation function is presented to play the coincidence-detection cellpsilas role in the mammalian auditory system. Bats can detect distances of the targets from the output of the cross-correlation module. Simulation results imply that this model can distinguish two glints with highly overlapped echoes and get accurate ranges for each target in noisy environments.
Keywords :
audio signal processing; bioacoustics; correlation methods; echo; low-pass filters; FM emission; bats echolocation; cochlear filter bank; computational model; cross-correlation module; half-wave rectification; low-pass filter; mammalian auditory system; signal processing mechanism; Auditory system; Band pass filters; Channel bank filters; Computational modeling; Delay; Filter bank; Hair; Low pass filters; Neurons; Synthetic aperture radar;
Conference_Titel :
System Simulation and Scientific Computing, 2008. ICSC 2008. Asia Simulation Conference - 7th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-1786-5
Electronic_ISBN :
978-1-4244-1787-2
DOI :
10.1109/ASC-ICSC.2008.4675600