On the state independency and log-linearity of error propagation for discrete group affine systems with application to attitude estimation

Abstract

PurposeThis paper aims to propose a general and rigorous study on the propagation property of invariant errors for the model conversion of state estimation problems with discrete group affine systems.Design/methodology/approachThe evolution and operation properties of error propagation model of discrete group affine physical systems are investigated in detail. The general expressions of the propagation properties are proposed together with the rigorous proof and analysis which provide a deeper insight and are beneficial to the control and estimation of discrete group affine systems.FindingsThe investigation on the state independency and log-linearity of invariant errors for discrete group affine systems are presented in this work, and it is pivotal for the convergence and stability of estimation and control of physical systems in engineering practice. The general expressions of the propagation properties are proposed together with the rigorous proof and analysis.Practical implicationsAn example application to the attitude dynamics of a rigid body together with the attitude estimation problem is used to illustrate the theoretical results.Originality/valueThe mathematical proof and analysis of the state independency and log-linearity property are the unique and original contributions of this work.