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
Link To Document :
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