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Smart Antenna Design via Neural Networks by sagardutta is a document available to read on EtoBox.
What is Smart Antenna Design via Neural Networks about?
The document describes using neural networks to design smart antenna arrays with multiple main beams. Specifically, it uses two neural network models: 1) a model that calculates antenna gain from given current weights, and 2) a model that calculates current weights to produce a desired antenna gain pattern. It tests various learning algorithms on the networks and finds that BFGS quasi-Newton backpropagation produces the lowest errors for both training and testing the networks to design a linear antenna arra
- Author
- sagardutta
- Language
- EN