DocumentCode
1086017
Title
Biomimetic Sonar and Neuromorphic Processing Eliminate Reverberation Artifacts
Author
Kuc, Roman
Author_Institution
Dept. of Electr. Eng., Yale Univ., New Haven, CT
Volume
7
Issue
3
fYear
2007
fDate
3/1/2007 12:00:00 AM
Firstpage
361
Lastpage
369
Abstract
A biomimetic sonar is configured using two conventional sensors that generate point processes related to echo waveform intensity, resembling biological action potential spikes. The sensors point slightly outward from the sonar axis, similar to pinnae in some bats, to acquire slightly different views of the environment during a rotational scan. Artifacts in sonar maps are points that do not relate to actual object locations. Physical criteria identify artifacts by applying echo strength, azimuthal extent, and binaural coincidence criteria. Neuromorphic processing implements these criteria with thresholding, delays, and short-term memories. Artifacts are deleted to produce robust sonar maps. Multiple resolution maps, generated by using two thresholds, illustrate improvements over conventional sonar maps and tradeoffs between resolution and stability
Keywords
biomimetics; echo; sonar signal processing; artifacts; azimuthal extent; binaural coincidence criteria; biomimetic sonar; biorobotics; echo waveform intensity; neuromorphic computing; neuromorphic processing; signal processing; sonar maps; Biological information theory; Biomimetics; Biosensors; Hidden Markov models; Neuromorphics; Reverberation; Robustness; Sonar detection; Sonar measurements; Sonar navigation; Biorobotics; coincidence detection; neuromorphic computing; range data; signal processing; sonar map;
fLanguage
English
Journal_Title
Sensors Journal, IEEE
Publisher
ieee
ISSN
1530-437X
Type
jour
DOI
10.1109/JSEN.2006.890126
Filename
4084524
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