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Support estimation of ground station biases #326

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ChristopherRabotin opened this issue Jun 28, 2024 · 1 comment
Open

Support estimation of ground station biases #326

ChristopherRabotin opened this issue Jun 28, 2024 · 1 comment
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Kind: New feature This is a proposed new feature Priority: high Status: Design Issue at Design phase of the quality assurance process Topic: Orbit Determination

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@ChristopherRabotin
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ChristopherRabotin commented Jun 28, 2024

High level description

Ground stations have biases, which are currently modeled as first order Gauss Markov processes. With a reasonably high bias, the OD results are quite noisy because we don't estimate that bias.

Requirements

  • GM process should include a constant offset bias
  • GM process constant bias should have a frequency mismatch initialization for Doppler, and somehow for range measurements too.
  • Each GM of each Ground Station should be estimated independently.
  • Allow enabling/disabling of biases per measurement type and per station

Test plans

  • Set a high constant offset and ensure that with enough tracking data, the bias is correctly estimated
  • Ensure that if the bias estimation is turned on for one type and one station, it is not necessarily the case for the other stations.

Design

What is estimated must be part of the state and the Jacobian. It isn't immediately clear how this fits in the statically sized vectors and matrices of the current architecture, but that needs to be figured out.

@ChristopherRabotin
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This work will also likely lead to a separation of a Ground Station and whatever can generate OD measurements. Right now, the Ground Station structure includes more information than needed to define a ground point.

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Labels
Kind: New feature This is a proposed new feature Priority: high Status: Design Issue at Design phase of the quality assurance process Topic: Orbit Determination
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