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What is IPRS?

Intelligent Processing of Radar Signal ( ab. IPRS), is an outstanding tool for processing radar signals, which is written in python.

Why use IPRS?

IPRS has many functions and features:

  • Simulation
    • point target
    • real scene
  • Compression(Not Supported yet)
  • Imaging
    • Classical
      • Range-Doppler
      • Chirp Scaling
    • Compressed Sensing based
    • Deep Learning based
  • Detection and Tracking(Not Supported yet)

How to use?

Getting started

Installation

Requirements

Python>=2.7

Install Python and pip first, then install numpy , matplotlib using the following comands:

	# Python3
	pip3 install -r requirements.txt

	# Python2
	pip2 install -r requirements.txt

IPython or jupyter (optional) can be installed by pip3 install ipython.

Install IPRS

Now you can install iprs by command: pip install iprs!

You can install it manually, the installation of iprs is very simple, just do as follows in a terminal(Ubuntu: bash shell (Ctrl+Alt+T), Windows: cmd or powershell).

cd iprs
python setup.py install

Otherwise, you can just run install.sh (Ubuntu) or install.bat (Windows)to install iprs automatically.

If you don't want to install, you can add the root directory of "iprs" into PYTHONPATH environment variable.

In Ubuntu:

sudo gedit ~/.bashrc
export PYTHONPATH=$PYTHONPATH:yourpath_to_iprs

In Windows:

:: temporary
set PYTHONPATH=yourpath_to_iprs;%PYTHONPATH%
:: permanent
setx PYTHONPATH "yourpath_to_iprs;%PYTHONPATH%"

Uninstallation

  • If you install IPRS by running install.sh or install.bat, Just run uninstall.sh (Ubuntu) or uninstall.bat (Windows)to uninstall iprs automatically.
  • If you install IPRS by python setup.py install, try pip uninstall iprs.
  • If you install IPRS by adding a PYTHONPATH environment, just remove that path.

Todo

  • if Ab is not small, the both sides along range footprint of the Central Point is not equal. The accuracy of calculation (Rnear, Rfar) is inaccurate, and will cause the target far from the actual value.

  • along range footprint: ar_footprint(Wl, H, Lr, Ad)

Problems and Solutions

matplotlib

For Ubuntu with Python3.5, if you get error when install it:

NotImplementedError: Surface.create_for_data: Not Implemented yet.

Install the following packages.

sudo apt-get install python3-dev
sudo apt-get install libffi-dev
sudo pip3 install cffi
sudo pip3 install cairocffi

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Python Library for Radar Signal Intelligent Processing.

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