Hybrid Beamforming/Combining for Millimeter Wave MIMO: A Machine Learning Approach

Mathematics

• Millimeter Wave 100%
• Beamforming 89%
• Multiple-input multiple-output (MIMO) 79%
• Machine Learning 61%
• MIMO Systems 35%
• Neural Networks 22%
• Training 16%
• Analogue 15%
• Analog-to-digital Converter 14%
• Bit Error Rate 13%
• Unsupervised Learning 12%
• Broadband 11%
• Design Methodology 10%
• Leverage 10%
• Artificial Intelligence 9%
• Architecture 8%
• Updating 8%
• Compatibility 8%
• Flexibility 7%
• Configuration 6%
• Costs 5%
• Strategy 5%
• Model 5%
• Unknown 5%
• Simulation 5%
• Range of data 4%
• Performance 4%

Engineering & Materials Science

• Millimeter waves 55%
• Beamforming 55%
• MIMO systems 52%
• Machine learning 41%
• Neural networks 14%
• Phase shifters 9%
• Unsupervised learning 9%
• Digital to analog conversion 8%
• Digital signal processing 8%
• Bit error rate 7%
• Artificial intelligence 7%
• Costs 3%