Minimum-Variance State Estimation for Uniform Causal Functional Equations.

Abstract

Recently, a new class of time-domain state space models has been developed to describe layered media systems. When layers are uniform, the resulting state equations are referred to as uniform casual functional equations. In this paper we develop the minimum-variance state estimator for such equations. We are led to a natural form of parallel data processing for practical implementation of our estimator. (Author)

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 1978
Accession Number
ADA064810

Entities

People

  • H. D. Washburn
  • Jerry M. Mendel

Organizations

  • University of Southern California

Tags

DTIC Thesaurus Topics

  • Algorithms
  • Computers
  • Data Processing
  • Data Sets
  • Digital Computers
  • Equations
  • Equations Of State
  • Estimators
  • Gaussian Processes
  • Kalman Filters
  • Measurement
  • New York
  • Optimal Estimators
  • Random Variables
  • Statistics
  • Stochastic Processes
  • Waveforms

Fields of Study

  • Mathematics

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Fluid Dynamics.

Technology Areas

  • Space