Development and Analysis of Arma Parameter Estimation Schemes in the Presence of Noise

Abstract

The original proposal focussed on the development and analysis of single-sensor parameter estimation schemes for ARMA (Autoregressive Moving Average) signals in noise. In the single sensor problem, we solved several new problems for these signals and also added sine wave signals in noise. Furthermore, we extended the research to multi-sensor (or sensor array) estimation algorithms which are useful for direction-of-arrivals estimation. All the proposed algorithms have been tested by computer simulation to verify their operation. Topics include: Single sensor algorithms; Performance analysis of algorithms; Sensor array processing. Keywords: Signal processing; Transfer functions.

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Document Details

Document Type
Technical Report
Publication Date
Jan 04, 1989
Accession Number
ADA205598

Entities

People

  • Arye Nehorai

Organizations

  • Yale University

Tags

DTIC Thesaurus Topics

  • Abstracts
  • Air Force
  • Algorithms
  • Angle Of Arrival
  • Arrays
  • Availability
  • Classification
  • Computer Simulations
  • Covariance
  • Estimators
  • Identification
  • Signal Processing
  • Sine Waves
  • Statistical Analysis
  • Transfer Functions
  • Waveforms
  • Waves

Fields of Study

  • Engineering

Readers

  • Acoustical Oceanography.
  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Sensor Fusion and Tracking Systems.