Auto-zero/Auto-calibration

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== Formulation ==
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== Mathematical Formulation ==
Let
Let
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*<math>x_i</math> be some environmental or control variables that need to be estimated
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*<math> x_i\, </math> be some environmental or control variables that need to be estimated
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*<math>\hat{x}_i</math> be the estimates of <math>x_i</math>
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*<math>\hat{x}_i</math> be the estimates of <math>x_i\,</math>
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* <math>y_j</math> be the results of a measurement processes attempting to measure <math>x_i</math>
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*<math>Q(x,\hat{x})</math> be a quality measure of resulting estimation; for example <math>\sum{(x_i-\hat{x_i})^2}</math>.
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*<math>p_k</math> be uncertain parameters affecting the measurement
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* <math>y_j\,</math> be the results of a measurement processes attempting to measure <math>x_i\,</math>
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*<math>e_k</math> be the errors in <math>p_k</math> referred to nominal.
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*<math>p_k\,</math> be uncertain parameters affecting the measurement
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*<math>\hat{e}_k</math> be the estimates of <math>e_k</math>
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*<math>e_k\,</math> be the errors in <math>p_k\,</math> referred to nominal.
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*<math>\hat{e}_k</math> be the estimates of <math>e_k\,</math>
Then the problem can be formulated as:
Then the problem can be formulated as:
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*Given <math>y_j\,</math>
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*Find a formula/process

Revision as of 08:28, 14 August 2010

Mathematical Formulation

Let

  • LaTeX:  x_i\, be some environmental or control variables that need to be estimated
  • LaTeX: \hat{x}_i be the estimates of LaTeX: x_i\,
  • LaTeX: Q(x,\hat{x}) be a quality measure of resulting estimation; for example LaTeX: \sum{(x_i-\hat{x_i})^2}.
  • LaTeX: y_j\, be the results of a measurement processes attempting to measure LaTeX: x_i\,
  • LaTeX: p_k\, be uncertain parameters affecting the measurement
  • LaTeX: e_k\, be the errors in LaTeX: p_k\, referred to nominal.
  • LaTeX: \hat{e}_k be the estimates of LaTeX: e_k\,

Then the problem can be formulated as:

  • Given LaTeX: y_j\,
  • Find a formula/process
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