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Data Denoising with Forward Moving Median
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:doc:`/SingleStepClassifiers/NonCausalStep/index` - :doc:`/SingleStepClassifiers/OutlierResistantStep/index`

The step applies the *Forward Moving Median* algorithm to denoise one-dimensional time series data. Note that the algorithm does not need the timestamp information to denoise the data.

.. rubric:: Input Parameters

1. One-dimensional time series data

2. Filter width

.. rubric:: Output Parameters

1. Denoised time series data

.. rubric:: Workflow

.. image:: workflow.svg


.. rubric:: Algorithm

:doc:`/Algorithms/ForwardMovingMedian/index`

.. rubric:: References

- G.R.\  Arce, Nonlinear Signal Processing: A Statistical Approach, Wiley:New Jersey, USA, 2005.