Statistical Analysis of Detection Performance for Large Distributed Sensor Systems

Abstract

The problem of large-area coverage with a distributed set of short-range proximity sensors is investigated analytically. Analysis of the design tradeoffs between sensor range, sensor detection performance, and sensor false alarm performance is presented relative to the density of sensors in the field. Additionally, the impact of non-uniformity in sensor distribution on these performance assessments is quantified. The use of both individual sensor detections and coupled groups of sensor detections as a basic track-determination strategy is examined. Finally, guidance is included on strategies for making sound engineering tradeoffs based on the analytical results.

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Document Details

Document Type
Technical Report
Publication Date
Jun 10, 2003
Accession Number
ADA417136

Entities

People

  • Thomas Wettergren

Organizations

  • Naval Undersea Warfare Center

Tags

Communities of Interest

  • Sensors

DTIC Thesaurus Topics

  • Area Coverage
  • Data Science
  • Detection
  • Detectors
  • Engineering
  • False Alarms
  • Gaussian Distributions
  • Information Science
  • Moving Targets
  • Probability
  • Sensor Networks
  • Spatial Distribution
  • Statistical Analysis
  • Undersea Warfare
  • Uniforms
  • Warfare
  • Warning Systems

Readers

  • Computational Modeling and Simulation
  • Sensor Fusion and Tracking Systems.