• 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