Advanced Detection and Classification Algorithms for Acoustic-Color-Based Sonar Systems

Abstract

Signal Innovations Group (SIG) has been working closely with the Naval Research Laboratory (NRL) on development of advanced algorithms for detection and classifying MCM targets, with data collected using the NRL sonar system. Over the current period of performance SIG has delivered to NRL kernel matching pursuits (KMP) software, that was employed by NRL at the most recent blind test. Details on the KMP algorithm are provided below. Additionally, NRL has recently delivered data from that blind test to SIG, and SIG is currently processing this data. NRL will soon be delivering to SIG data from their most recent sea test, for processing at SIG.

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Document Details

Document Type
Technical Report
Publication Date
Jun 29, 2006
Accession Number
ADA452285

Entities

People

  • Lawrence Carin

Organizations

  • Signal Innovations Group, Inc.

Tags

DTIC Thesaurus Topics

  • Algorithms
  • Classification
  • Construction
  • Contracts
  • Detection
  • Excavation
  • Kernel Functions
  • Learning
  • Machine Learning
  • Measurement
  • Military Research
  • Optimization
  • Step Functions
  • Training

Readers

  • Naval Mine Countermeasure Systems Development.
  • Sensor Fusion and Tracking Systems.
  • Technical Research and Report Writing.