Changes between Version 30 and Version 31 of Other/Summer/2020/FPGAspectrum


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Timestamp:
Jul 30, 2020, 12:05:40 AM (4 years ago)
Author:
rgd51
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  • Other/Summer/2020/FPGAspectrum

    v30 v31  
    33== Project Objective ==
    44
    5 This project seeks to use machine learning to recognize different wireless devices. The project will use software defined radios (SDR) to record various devices, such as iphones, bluetooth earbuds, and Wifi laptops. These recordings will become the training data to a set of neural networks. The second part of the project will quantify the accuracy of the neural networks in classifying various device types based on their RF signatures.
     5This project seeks to aid the use of machine learning to recognize different wireless devices. The project will use software defined radios (SDR) to record various devices, such as iphones, bluetooth earbuds, and WiFi laptops. These recordings will become the training data to a set of neural networks. Additionally, we will be constructing a matched filter to compare its performance against the machine learning based modulation recognition.
    66
    77== Who We Are ==
    … …  
    5353
    5454== Final Presentation ==
     55
     56== Poster ==
    5557
    5658== WiFi Packet Generation ==