Improved Multi-Target Time Delay Estimation: Matched Filter Approach.

Abstract

This report describes a technique for obtaining unbiased time delay estimates in the presence of interference. The proposed technique utilizes a matched filter concept wherein the anticipated noise-free generalized cross-correlator (GCC) output between two sensors is matched to the actual received noisy output under a least-mean-square error criterion. Separate unbiased estimates of the target power, target time delay, interference power, interference time delay, and noise power are obtained provided the spectral form of the target and interference are known. The performance of this matched parameter estimator (MPE) is evaluated analytically and compared to the conventional estimator and to MPE simulation results as a function of signal-to-noise, interference-to-noise, time delay separation, and signal and interference spectra. In addition, a potential bias error resulting from a mismatched MPE is also evaluated. (Author)

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Document Details

Document Type
Technical Report
Publication Date
May 29, 1984
Accession Number
ADA141918

Entities

People

  • W. K. Fischer

Organizations

  • Naval Underwater Systems Center

Tags

Communities of Interest

  • Energy and Power Technologies
  • Materials and Manufacturing Processes
  • Sensors

DTIC Thesaurus Topics

  • Acquisition
  • Autocorrelation
  • Data Science
  • Degradation
  • Errors
  • Estimators
  • Filters
  • Four Dimensional
  • Frequency
  • Frequency Domain
  • Information Science
  • Matched Filters
  • Observation
  • Plastic Explosives
  • Simulations
  • Statistics
  • Two Dimensional

Fields of Study

  • Engineering

Readers

  • Phased Array Antenna Design.
  • Radar Systems Engineering.
  • Statistical inference.