.. _sphx_glr_gallery_0200_cs:

.. _cs_gallery:

Compressive Sensing
-----------------------------------



.. raw:: html

    <div class="sphx-glr-thumbnails">


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates following features - Making 1-bit quantized compressive measurements ...">

.. only:: html

  .. image:: /gallery/0200_cs/images/thumb/sphx_glr_cs1bit_biht_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_0200_cs_cs1bit_biht.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">1 bit Compressive Sensing</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we demonstrate the BSBL (Block Sparse Bayesian Learning) algorithm zhang2012re...">

.. only:: html

  .. image:: /gallery/0200_cs/images/thumb/sphx_glr_bsbl_1_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_0200_cs_bsbl_1.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Block Sparse Bayesian Learning</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example explains the step by step development of  CoSaMP (Compressive Sensing Matching Pur...">

.. only:: html

  .. image:: /gallery/0200_cs/images/thumb/sphx_glr_cosamp_step_by_step_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_0200_cs_cosamp_step_by_step.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">CoSaMP step by step</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we demonstrate the compressive sensing of ECG data and reconstruction using Bl...">

.. only:: html

  .. image:: /gallery/0200_cs/images/thumb/sphx_glr_ecg_cs_bsbl_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_0200_cs_ecg_cs_bsbl.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">ECG Data Compressive Sensing</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is a very simple example of using the matching pursuit algorithm.">

.. only:: html

  .. image:: /gallery/0200_cs/images/thumb/sphx_glr_matching_pursuit_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_0200_cs_matching_pursuit.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Matching Pursuit</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip=" A (random) sparse binary sensing matrix has a very simple design. Assume that the signal space...">

.. only:: html

  .. image:: /gallery/0200_cs/images/thumb/sphx_glr_sparse_binary_sensor_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_0200_cs_sparse_binary_sensor.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Sparse Binary Sensing Matrices</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /gallery/0200_cs/cs1bit_biht
   /gallery/0200_cs/bsbl_1
   /gallery/0200_cs/cosamp_step_by_step
   /gallery/0200_cs/ecg_cs_bsbl
   /gallery/0200_cs/matching_pursuit
   /gallery/0200_cs/sparse_binary_sensor