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Allan variance and noise parameter estimation

Project description

tests status

allan_variance

Simple Python package to compute Allan variance and estimate noise parameters from it. It also provides a power-law spectrum noise generator for simulation purposes. The application in mind was analysis of random noise in inertial sensors.

Installation

Installing from pypi

pip install allan-variance

Installing from source

To perform a regular install, execute in the cloned repository directory:

pip install .

To perform an editable (inplace) install:

pip install -e .

Dependencies

Runtime dependencies include (versions in parentheses were used for the latest development):

  • numpy (1.25.2)
  • scipy (1.11.3)
  • pandas (2.1.1)

Examples

An example included in the repository demonstrates usage.

Project details


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This version

1.0

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