A Novel Realistic Approach of Adaptive Beamforming based on Deep Neural Networks

Keyphrases

• Deep Neural Network 100%
• Adaptive Beamforming 100%
• Realistic Approach 100%
• Recurrent NN 100%
• Antenna Array 40%
• Beamforming Technique 40%
• Array Element 40%
• Beamformer 40%
• Null Steering Beamforming 40%
• Gated Recurrent Unit 40%
• Neural Network 20%
• Divergence 20%
• Neural Network Method 20%
• Non-isotropic 20%
• Main Lobe 20%
• Radiation Pattern 20%
• Linear Antenna Array 20%
• Neural Network Structure 20%
• Desired Direction 20%
• Root Mean Square Error 20%
• Linear Transformation 20%
• Beamforming 20%
• Microstrip 20%
• Mutual Coupling 20%
• Recurrent Neural Network 20%
• NN Training 20%
• Complex Weight 20%
• Error Metrics 20%

Engineering

• Recurrent 100%
• Deep Neural Network 100%
• Adaptive Beamforming 100%
• Antenna Arrays 42%
• Beamforming 42%
• Beamformer 28%
• Array Element 28%
• Metrics 14%
• Neural Network Approach 14%
• Mean Value 14%
• Radiation Pattern 14%
• Main Lobe 14%
• Desired Direction 14%
• Root Mean Square Error 14%
• Linear Transformation 14%
• Recurrent Neural Network 14%
• Mutual Coupling 14%

Computer Science

• array antenna 100%
• Deep Neural Network 100%
• Gated Recurrent Unit 66%
• Large Data Set 33%
• Linear Transformation 33%
• Neural Network Architecture 33%
• Radiation Pattern 33%
• Recurrent Neural Network 33%
• Applied Technique 33%
• microstrip 33%
• adaptive array 33%
• Neural Network Approach 33%