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Fundamentals of Orbit Determination · LearnSpace
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Fundamentals of Orbit Determination

Курс от University of Colorado Boulder
Средний≈ 39.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Orbit determination is the process of estimating a spacecraft's trajectory from a set of imperfect tracking observations. It is a foundational component of every spaceflight mission from GPS to Earth-observation satellites to planetary missions like OSIRIS-REx and Mars Reconnaissance Orbiter. This course builds the mathematical machinery on which every orbit-determination process sits: dynamical and measurement models and their partial derivatives, and the representation and propagation of uncertainty. The estimation algorithms themselves (batch least squares, Kalman filtering, smoothing) are covered in the follow-on courses of this specialization; here we develop the foundation they all share. Across five modules you will build force models for two-body and perturbed orbits; derive analytical partial derivatives for both the dynamics and the measurements; develop the equations and Jacobians for range, range-rate, angles, and other common tracking observables; map uncertainty through the dynamics using linear covariance mapping and state noise compensation; augment the state with estimated parameters and dynamic model compensation accelerations; and synthesize everything into an end-to-end Monte Carlo orbit-determination project.

Навыки, которые вы освоите

Mathematical ModelingDifferential EquationsEstimationProbability DistributionStatistical MethodsGlobal Positioning SystemsApplied MathematicsNumerical AnalysisMechanicsSimulationsPhysicsCalculusLinear AlgebraProbability & Statistics

Программа курса

5 модулей · 34 учебных материалов

01Dynamics Models12 материалов

Dynamics Models

Instructor and Course Introduction PrerequisitesВидеоGetting on the Same Page of Dynamics ModelsВидеоDynamics Models: PerturbationsВидеоEquation Sheet: Orbit dynamics, partials, and the state transition matrixЧтение

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Jay W. McMahon

Преподаватель курса

Fundamentals of Orbit Determination
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Обучение на Coursera

≈ 39.1 ч

5 модулей

Язык: Английский

Часть программы вашего университета
Practice with Dynamics Models EquationsЗадание

Linearization & STM

What is Linearization?ВидеоState Transition MatrixВидеоLinearization QuizЗадание

Dynamics Partials

How to Take PartialsВидеоDemo with Keplerian GravityВидеоPartials Equations QuizЗаданиеSimulate: Partials and the STMПрограммирование
02Measurement Models8 материалов

Measurement Models: Range

Coordinate Frames and TimeВидеоModel: Radiometric RangeВидеоModel: Range RateВидео

Measurement Models: Range Rate

Range and Range-rate PartialsВидеоRange and Range Rate Measurements QuizЗадание

Other Measurement Models

Other Measurements: GPS & OpticalВидеоOther Measurement Models QuizЗаданиеSimulate: Range and Range-Rate ModelsПрограммирование
03Uncertainty Propagation6 материалов

Linear Uncertainty Propagation

Representing Uncertainty with a CovarianceВидеоLinear Covariance Mapping with the STMВидео

State Noise Compensation

SNC ModelВидеоIntegrating SNCВидеоUncertainty Propagation QuizЗаданиеPractice Integrating Covariance with SNCПрограммирование
04Parameters and DMC5 материалов

Incorporating Parameters

Extending the State with (Constant) ParametersВидеоParameters QuizЗадание

Dynamic Model Compensation

DMC ModelВидеоDMC Covariance Time UpdateВидеоIntegrating DMC Tau and Sigma ParametersПрограммирование
05Assessment3 материалов
Introduction to the AssessmentВидеоThe Path Forward: Introduction to Course 2ВидеоCulminating AssessmentПрограммирование