wiki:Other/Summer/2021/Spectrum

Version 4 (modified by zhileli, 3 years ago) ( diff )

Distributed Spectrum and Channel Assignment

    Distributed Spectrum and Channel Assignment

    WINLAB Summer Internship 2021

    Group Members: Zhile Li, Samuel Sayles, Aditya Shrivastava

    Project Objective

    The goal for this project is to make the spectrum usage for wireless communication be more effectively.

    Several objectives:

    • Using nodes in Orbit lab to transmit, receive and observe the signal and transmission process
    • Collect data from the transmission process
    • Use of AI/ML to optimize the efficiency of spectrum

    Due to current operating status at Rutgers, in-person lab work with the physical hardware will have to wait until later in the summer.

    Week 1 Activities

    • Study the basic idea of spectrum sensing
    • Set up Orbit and get familiar to the use of lab
    • Week 1 Presentation

    Week 2 Activities

    • Researched previous works on our topic
    • Got familiar with previous experiments that have been similar to what we will be doing.
    • Week 2 Presentation

    Week 3 Activities

    • Repeat the transmission experiment in the paper
    • In sandbox, use different nodes as transmitter, receiver and observer to observe the transmission process
    • Week 3 Presentation

    Week 5 Activities

    Week 6 Activities

    • Looked into ML approach
    • We looked into some datasets online but figured creating them would be better
    • Met with one of our advisors and walked through collection scripts
    • Week 6 Presentation

    Week 7 Activities

    • Focus on Data collection for future ML training
    • Using orbit lab/ grid to transmit, receive and observe in different conditions
    • Week 7 Presentation

    Week 8 Activities

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