Changes between Version 39 and Version 40 of Other/Summer/2024/ml5G


Ignore:
Timestamp:
Aug 13, 2024, 4:33:31 PM (3 months ago)
Author:
chrisbovolis
Comment:

—

Legend:

Unmodified
Added
Removed
Modified

  • Other/Summer/2024/ml5G

    v39 v40  
    55We installed and familiarized ourselves with GNU Radio. \\
    66
    7 We also explored the architecture of the Orbit test bed. \\
     7We also explored the architecture of the Orbit testbed. \\
    88
    99Reviewed several papers to gain insights into the current state of 5G networks and the interference mitigation techniques used across different frequency ranges.\\
    1010
    1111Familiarized ourselves with the task of our research:
    12 We will be emulating 5G Base Stations and other terrestrial network receivers on the FR3 spectrum. Using SDRs (software-defined radios) on the COSMOS testbed. We can simulate certain scenarios regarding interference directly through a software interface and generate Signal to Interference and Noise Ratio (SINR) data to train machine-learning models to help mitigate interference. \\
     12We will be emulating 5G Base Stations and other terrestrial network receivers on the FR3 spectrum. Using SDRs (software-defined radios) on the COSMOS testbed. We can simulate certain scenarios regarding interference directly through a software interface and generate Signal to Interference and Noise Ratio (SINR) data to train machine learning models to help mitigate interference. \\
    1313
    1414[[Image(recap.png)]]
    … …  
    4949Additionally, we explored how Dynamic Exclusion Zones apply to our mitigation objective. We weighed various approaches, debating whether the satellite receiver should autonomously localize interference sources or instead initiate a centralized algorithm for optimizing resource allocation.\\
    5050
    51 Explored the amarisoft stack and instantiated UEs to send arbitrary data packets. Successfully received those data packets. \\
     51Explored the Amarisoft stack and instantiated UEs to send arbitrary data packets. Successfully received those data packets. \\
    5252
    5353Examined a QPSK transmitter and receiver implementation. Analyzed all of the blocks used, to better understand the GnuRadio software. \\
    … …  
    177177[[Image(arch1.png)]]
    178178
    179 [[Image(arch2.png)]]
    180 
    181179[[Image(arch3.png)]]
    182 
    183 [[Image(ezgif-4-d566374993.gif)]]
    184 
    185 
    186 [[Image(ezgif-7-41ef6e0043.gif)]]
    187180
    188181
    … …  
    195188
    196189[[Image(Screenshot 2024-08-01 142731.png)]]
     190
     191
     192Final Presentation:
     193