What is DeepVerse 6G?

DeepVerse 6G is a synthetic multi-modal sensing communication dataset for machine learning based wireless communication applications. The various sensing modalities include radar, lidar, cameras and position.

  • DeepVerse 6G is configurable for speciifc applications
  • Parametric communication and radar sensing
    • Supports OFDM and time domain waveforms
    • Enables FMCW and various radar waveforms 
  • Various scenarios with large number of data points
  • Digital twin scenarios for the real-world DeepSense 6G dataset
  • Reproducibility and easy sharing of the data
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Installation

Step 1: (Generator scripts)

  • Download the generator

  • Unzip the DeepVerse 6G folder

Step 2: (Scenario)

  • Select and download a scenario

  • Unzip the scenario data into DeepVerse6G/scenarios/ folder

Step 3: (Parameters)

  • Configure the parameters in parameters.m file for the selected scenario and  desired application

Step 4: (Generate Data)

  • Run deepverse_example.m to generate the dataset