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Andrey edited this page Jul 16, 2020 · 2 revisions

Orbit Determination Workflow [gsoc20-a-lp2]

Batch Filter

Batch Filter estimates the intial position given the history of future measurments.

Batch Estimation Algorithm

Satellite and observer state vectors are represented in Earth-Centered Inertial (ECI) coordinate frame:

State Vectors

Given the slant range rate equation:

Slant Range Rate

The Jacobian of range rate measurement with respect to the state is as follows:

Range Rate Jacobian

In case of multiple stations, the measurement are stacked:

Range Rate Jacobian Multiple

So the batch filter update matrix dimensionality is correct:

Batch Update Dimensions

Using three or more stations ensures the possibility of convergence onto the true satellite position.

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