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Member's Forum What are the possible applications of Artificial Intelligence (AI) in Software Defined Radio (SDR)?
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  • Replies 6 replies
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  • software_defined_radio
  • software defined radio
  • sdr
  • rf
Related

What are the possible applications of Artificial Intelligence (AI) in Software Defined Radio (SDR)?

xeonaj
xeonaj over 6 years ago

Artificial Intelligence is something everyone wants to implement everywhere. And we guys are a lot interested to have Machine Learning & Deep Learning in our projects as well. RIGHT?

I was just thinking what if we could add AI to our Software Defined Radio Modules to solve RF related problems.

As the RF competitions are near (18 Nov) I would like to see you ideas on adding RF with AI. (SO that I can copy them image for my project! image)

 

Problem which I saw as a major concern in RF technology!

- As SDR's are becoming cheaper and portable everyday. Hacking other common networks and frequencies have become easy, their are ready to use one click software's using which you TAP into other Radio Frequency. Today just any Hacker can buy a SDR and tap into a Wireless Network with ease. And that is a mater of privacy. What do you think.

-

 

Some good resources you would like to read -

- https://www.nap.edu/read/21729/chapter/10

- https://www.spectrumcollaborationchallenge.com/about/technology/

- https://www.darpa.mil/news-events/2019-10-24

- https://devblogs.nvidia.com/deepsig-deep-learning-wireless-communications/

 

NOTE: RF + AI is not the theme of the competition, I just wanted to know what you guys think about AI, ML, DL solving RF related problems!

 

Attachments:
imageDeep_Learning_Applications_for_RF_Data.pdf
imageSimplifying_AI_for_Communications_Radar_and_Wireless_systems.pdf
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  • xeonaj
    xeonaj over 6 years ago

    I it hat you guys ignoring!

    OR

    Not understanding!

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  • 14rhb
    14rhb over 6 years ago in reply to xeonaj

    I read your post this morning xeonaj

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  • xeonaj
    xeonaj over 6 years ago in reply to 14rhb

    WOW! Its okay!

    I just saw the view going up but no one responding! That's why! image

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  • neuromodulator
    neuromodulator over 6 years ago

    Identification of unknown signals could be one.

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  • DAB
    DAB over 6 years ago

    You should look into the papers that Dr. Peter Raeth did on adaptive algorithms and signal analysis.

     

    We were able to find signals buried in noise for both RF and video signals.

     

    DAB

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  • xeonaj
    xeonaj over 6 years ago in reply to DAB

    Thanks! But can you just send me the links to those papers if possible

    If you are busy its okay Ill find them later

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