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Re: [Discuss-gnuradio] Regarding GSoC 2017

From: Sebastian Müller
Subject: Re: [Discuss-gnuradio] Regarding GSoC 2017
Date: Fri, 3 Feb 2017 03:12:22 -0800

Hi Sushil,

cool that you’re interested in participating in GSoC for GNU Radio.
Still, you’re very early with your proposal. You will have time until early April to submit your final proposal. GNU Radio as organization will know about their participation in GSoC not earlier than February 27. There will also be guidelines published on the GNU Radio website early enough for you to write your proposal, so I’ll advise you to postpone your application for a few weeks.


Am 31. Januar 2017 um 12:33:34, sushil iyer (address@hidden) schrieb:

GSoC Proposal for GNU Radio

GNU radio has been one of the best simulation software platform for designing almost any communication system. In particular, our research expertise exists in the field of software defined radio (cognitive radio). The major utility of cognitive radios (CR) lies in developing a protocol for efficient dynamic spectrum access. As of now, there are various blocks available in the GNU radio companion which help in building different cognitive radio specific systems but our interest is mainly focused over the enhancement of Quality of Experience of CR users (secondary or unlicensed users) through Machine Learning based efficient dynamic spectrum access (DSA).

In GNU radio, we intend to develop a comprehensive Learning based (supervised learning like Artificial Neural Networks, Support Vector Machines, Recurrent Neural Networks, and unsupervised learning like K-means clustering) DSA library which would help the CR research community to immediately design gamut of systems simply by utilizing the blocks present in our library, viz. spectrum prediction, spectrum modeling, spectrum characterization and many more.

We have already published the efficiency of applied machine learning in the context of cognitive radio scenarios thereby providing better and enhanced QoE of CR users and our idea is to extend this horizon towards GNU radio companion so as to better appreciate and qualify the CR research with simplicity, robustness and efficiency.

We would love to be a part of this program and contribute vitally towards the community.

Yours Sincerely
Sushil Iyer
B.Tech Third Year
LNMIIT, Jaipur
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