
Accession Number : AD0677454
Title : SENSITIVITY ANALYSIS OF DISCRETE FILTERING AND SMOOTHING ALGORITHMS,
Corporate Author : SOUTHERN METHODIST UNIV DALLAS TEX INFORMATION AND CONTROL SCIENCES CENTER
Personal Author(s) : Griffin,Robert E. ; Sage,Andrew P.
Report Date : 29 AUG 1968
Pagination or Media Count : 13
Abstract : Two problems which occur when filtering or smoothing methods are applied to an actual problem are the choice of the prior statistics and the choice of a mathematical model for the system. The model must be complete enough for an adequate description of the system and also sufficiently simple such that the resulting algorithms are computationally feasible. A major tool in both analyzing the effects of these choices and in making the best choice is a sensitivity analysis of the algorithms required in the solution of the filtering and smoothing problems. This investigation presents a complete and definitive sensitivity analysis of the discrete smoothing problem. Algorithms are developed for matrix sensitivity functions for both large and differential errors. Two examples are presented to illustrate the use of the given algorithms: a linearized version for the intrack motion of a satellite traveling in a circular orbit, and a simplified version of an error model of a long term inertial navigation system which might be used for marine application. (Author)
Descriptors : (*CONTROL SYSTEMS, SENSITIVITY), MATHEMATICAL MODELS, STATISTICAL ANALYSIS, ALGORITHMS, MATRICES(MATHEMATICS), INERTIAL NAVIGATION, ORBITS, SYMPOSIA
Subject Categories : Statistics and Probability
Unmanned Spacecraft
Distribution Statement : APPROVED FOR PUBLIC RELEASE