Computer Vision Aided Beam Tracking in A Real-World Millimeter Wave Deployment

Engineering & Materials Science

• Particle beam tracking 92%
• Millimeter waves 55%
• Computer vision 47%
• Beamforming 27%
• Refining 27%
• Base stations 24%
• Signal to noise ratio 23%
• Machine learning 20%
• Cameras 19%
• Communication 14%

Mathematics

• Millimeter Wave 100%
• Computer Vision 66%
• Training 19%
• Vision 14%
• Predict 8%
• Beamforming 7%
• Codebook 7%
• Sensing 6%
• Encoder 6%
• Latency 6%
• High Performance 6%
• Camera 5%
• Real-world Applications 5%
• Signal-to-noise Ratio 5%
• Architecture 5%
• Machine Learning 5%
• Baseline 5%
• Eliminate 4%
• Communication 4%
• Demonstrate 2%
• Framework 2%

Physics & Astronomy

• computer vision 72%
• millimeter waves 55%
• education 20%
• decoders 6%
• machine learning 6%
• coders 6%
• beamforming 6%
• refining 5%
• beam currents 5%
• stations 4%
• communication 4%
• signal to noise ratios 4%
• cameras 4%
• performance 2%