The Inspector (gr-inspector)

Introduction

This GNU Radio module is developed to realize signal analysis abilities in typical block-structure. The module is capable of the following:

Energy detection of continuous signals
Filtering of detected signals
OFDM parameter estimation (carrier spacing, symbol time)
Blind OFDM synchronization
Resampling of signals to constant rate
3D Visualisation of FAM data, from gr-specest
Using TensorFlow models for AMC

Installation

To install the Inspector, the following dependencies are required:

GNU Radio
gr-analog, gr-blocks, gr-channel, gr-filter
QT4
QWT 6.1.0
QwtPlot3D
TensorFlow 0.12 (pip installation - you need the version for Python 2.7)

Install by the following shell commands:

git clone git@github.com:gnuradio/gr-inspector.git
cd gr-inspector
mkdir build
cd build
cmake ..
make -j4
sudo make install

Usage

Get inspired by the examples. There are flowgraphs for each block that should explain how to use them.

For detailed information about each block, visit the Doxygen HTML pages.

Brief block description

A typical inspector flowgraph could look like this:

Signal Detector

Performs an energy detection of continuous input signals. A threshold in dB can be set or an autmatic threshold calculation can be used.

Inspector GUI

GUI where the spectrum is displayed along with signal markers for the detected signals. Also, signal can be selected manually in this block.

Signal Separator

Takes the signal info from the previous blocks and performs a down-mixing, filtering and decimation of each detected signal. The samples for each signal are passed on as a message.

Signal Extractor

Adapter block to extract the samples of one signal out of the messages from the Signal Separator. Output is again a complex stream.

Resampling can be used to assure a constant output sample rate of the stream. (Needed for FM demod for instance.)

OFDM Estimator

Estimates the parameters subcarrier spacing, symbol time, FFT size and cyclic prefix length for a input signal. The signal should not be oversampled for this block.

OFDM Synchronizer

After OFDM parameter estimation, the signal is frequency synced and symbol beginnings are marked with stream tags.

3D Data Visualisation

Visualisation of FAM data from gr-specest.

TensorFlow AMC Model

Loading of TensorFlow models for AMC.

Google Summer of Code

This GNU Radio module is part of the Google Summer of Code (GSoC) program 2016. The target is to develop a signal analysis / signal intelligence toolbox with the following capabilities:

Automatic signal detection
Automatic modulation classification
OFDM parameter estimation and synchronization
GUI feedback
Doxygen documentation

Read the full proposal here.

This project was developed in cooperation with the Communications Engineering Lab of the Karlsruhe Institute of Technology.

The modulation classification is developed by @chrisruk during ESA Summer of Code in Space program.

License

Contact/Help

If you run into problems installing or using gr-inspector, the GNU Radio mailing list is the right place to get help. There are many people who will provide assistance. Please do provide a complete problem description containing

What exactly where you trying to do?
What steps did you perform to achieve this?
What happend (with complete verbose output)?
Why do you think something went wrong? What should have happend instead?

Visit How to report errors for more detailed instructions.

Please only use GitHub issues for actual bugs and improvements! "This command is not working on my machine" is not a bug.

Maintainer of this module:

Sebastian Müller
gsenpo[at]gmail.com

Christopher Richardson
chrisrichardsonuk[at]gmail.com

If you want to know more about the development process, please visit the blog.

karel/gr-inspector