Adaptive Locally Optimum Processing for Interference Suppression from Communication and Undersea Surveillance Signals

Abstract

The technical results contained in this report include: Formulas for optimum processing of complex samples when the sign als has known and unknown phase structure; Formulas for optimum processing of complex sample amplitude, phases, and symmetric phase-differences when the signal has known and unknown phase structure; Formulas for the optimum processing of the frequency domain representation of the signal samples when the signal is narrowband; explicit formulas for processing samples when the statics are modeled by either non- central or central mixture models for which the parameters are estimated or implicit; Processing gain over traditional processing bounds and estimates in terms of model parameters for the above algorithms when the statics are modeled by either non-central or central mixture models; Comparison of processing gain bounds and estimates with performance estimates obtained through simulations for two- and three-state mixture models; Simulation results for averages of the transformed samples; and results for the loss of performance due to target motion for processing at the output of a beamformer.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Jul 01, 1994
Accession Number
ADA285899

Entities

People

  • David Stein
  • James W. Bond
  • James Zeidler
  • Stefen Hui
  • Vincent Broman

Organizations

  • Naval Command, Control and Ocean Surveillance Center

Tags

Communities of Interest

  • C4I
  • Energy and Power Technologies
  • Ground and Sea Platforms
  • Weapons Technologies

DTIC Thesaurus Topics

  • Algorithms
  • Artificial Intelligence
  • Computational Science
  • Databases
  • Detection
  • Detectors
  • Frequency
  • Frequency Bands
  • Frequency Domain
  • Information Processing
  • Information Science
  • Ocean Surveillance
  • Random Variables
  • Signal Processing
  • Simulations
  • Three Dimensional
  • Undersea Surveillance

Fields of Study

  • Engineering

Readers

  • Acoustical Oceanography.
  • Control Systems Engineering.
  • Statistical inference.