[Discuss-gnuradio] Ideas for Google summer of Code 2017

[sushil iyer]

My idea is to create a separate toolbox for the research community inclined towards Software defined Radio ( Cognitive Radio ).

The main focus of this toolbox will be towards enhancement of Quality of Experience of CR users (secondary or unlicensed users) through Machine Learning based efficient Dynamic Spectrum Access (DSA).

I intend to develop a comprehensive Learning based DSA library including

• Artificial Neural Networks
• Support Vector Machines
• Recurrent Neural Networks
• Unsupervised learning like K-means clustering

This would help the CR research community to immediately design systems using blocks which would be provided like

• Spectrum prediction
• Spectrum modeling
• Spectrum characterization

This a short version of my idea for GSoC.

It would be of utmost help if I could be guided as to how can I modify this idea to give it a final shape for my proposal. I know it is a bit early, but I would rather prepare from now onwards.

Sincerely

Sushil Iyer