Smoothing 3-D Data for Torpedo Paths

Abstract

The general track smoothing program (MASM3DRJ) in use at NUWES uses linear, parabolic, and logarithmic functions to fit 3-D data files on torpedo paths by the method of least squares. Polynomial functions of the first (linear), second (parabolic), third, and fourth orders were fitted to data for a variety of path segments of a torpedo run at NUWES using the method of least squares. Results suggest expansion of the program to include higher order polynomials and fitting shorter path segments will provide substantial reduction in residual errors. The method of sequential differences was tried on the data and can be incorporated in the smoothing program as a means of identifying outlier data points and of selecting the appropriate polynomial order for fitting the data.

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Document Details

Document Type
Technical Report
Publication Date
May 01, 1978
Accession Number
ADA522449

Entities

People

  • J. B. Tysver

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • Weapons Technologies

DTIC Thesaurus Topics

  • Algorithms
  • Coefficients
  • Computer Programs
  • Curve Fitting
  • Data Science
  • Engineering
  • Equations
  • Estimators
  • Information Science
  • Intervals
  • Least Squares Method
  • Mathematical Filters
  • Random Variables
  • Statistical Algorithms
  • Three Dimensional
  • Undersea Warfare
  • Warfare

Readers

  • Applied Combinatorial Optimization and Logic Circuit Design.
  • Approximation Theory.