Vision-Aided 6G Wireless Communications: Blockage Prediction and Proactive Handoff

Deep learning-based algorithm that learns from visual and wireless data to predict incoming blockages. The predictions of this algorithm are used by the wireless network to proactively initiate hand-off decisions and avoid any unnecessary latency. For more information, please refer to https://arxiv.org/abs/2102.09527

Dependencies:

1. Python 3.7

2. Pytorch 1.3

3. NVIDIA GPU with a compatible CUDA toolkit

4. ViWi dataset (see https://viwi-dataset.net/)