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Items for "parameter estimation"

Motion-Scan Effect

The scanning process of lidar scanners is extended over time. Hence, relative motion between sensor and object during the scanning leads to a motion-dependent blur, here called motion-scan effect ...

Keywords: parameter estimation, lidar scanner, optimal estimation, identifiability, relativ motion

11/2006 | at – Automatisierungstechnik, Oldenbourg Wissenschaftsverlag
Fast Algorithms for State and Parameter Estimation on Moving Horizons

We treat the problem of moving horizon state and parameter estimation (MHE) and propose a formulation for differential-algebraic systems that assumes a deterministic system behaviour on the estimation horizon, and which uses a regularization of the initial value...

Keywords: multiple shooting, parameter estimation, state estimation, nonlinear model predictive control, differential algebraic equations

12/2006 | at – Automatisierungstechnik, Oldenbourg Wissenschaftsverlag
Fault Diagnosis for Hydraulic Servo Axes

This paper presents a model-based fault diagnosis system for linear hydraulic servo axes. Parity equations and parameter estimation methods are employed for fault detection, which are based on a precise physical model of the hydraulic plant...

Keywords: fault diagnosis, condition monitoring, hydraulic servo axis, parameter estimation, parity equation

02/2007 | at – Automatisierungstechnik, Oldenbourg Wissenschaftsverlag
Standard errors and confidence intervals in inverse problems: sensitivity and associated pitfalls

We review the asymptotic theory for standard errors in classical ordinary least squares (OLS) inverse or parameter estimation problems involving general nonlinear dynamical systems where sensitivity matrices can be used to compute the asymptotic covariance matrices...

Keywords: inverse problems, standard errors, dynamical systems, parameter estimation, sensitivity matrices, asymptotic theory

04/2007 | Journal of Inverse and Ill-posed Problems, Walter de Gruyter
Parameter estimation versus homogenization techniques in time-domain characterization of composite dielectrics

We compare an inverse problem approach to parameter estimation with homogenization techniques for characterizing the electrical response of composite dielectric materials in the time domain...

Keywords: homogenization, electromagnetic interrogation, inverse problems, parameter estimation, complex dielectric materials, distributions of relaxation parameters, Maxwell-Garnett mixing rule

05/2007 | Journal of Inverse and Ill-posed Problems, Walter de Gruyter
Sensitivity analysis and parameter estimation for a model of Chlamydia Trachomatis infection

In this paper we consider a parameter estimation problem for delay differential equations that are typical in the bioscience...

Keywords: Delay equations, sensitivity analysis, parameter estimation

06/2007 | Journal of Inverse and Ill-posed Problems, Walter de Gruyter
The multidimensional refinement indicators algorithm for optimal parameterization

The estimation of distributed parameters in a partial differential equation (PDE) from measures of the solution of the PDE may lead to underdetermination problems...

Keywords: inverse problem, parameter estimation, optimal parameterization, image segmentation, functional programming

01/2008 | Journal of Inverse and Ill-posed Problems, Walter de Gruyter
A priori weighting for parameter estimation

We propose a new approach to weighting initial parameter misfits in a least squares optimization problem for linear parameter estimation...

Keywords: parameter estimation, Tikhonov regularization, Maximum likelihood estimate, Non-necessarily Gaussian noise

01/2008 | Journal of Inverse and Ill-posed Problems, Walter de Gruyter