As discussed in the paper https://arxiv.org/pdf/2303.11103, Gradient descent algorithm may not produce best results for Optimization of Transmitter Orientation if number of transmittors are more than one. This notebook implements Bayesian Optimization (https://github.com/bayesian-optimization/BayesianOptimization/) to optimize Transmitter Orientation for best bit rate and SINR for a given region. Please follow the notebook comments. I will try to improve the documentation in future.
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This is an implantation of Bayesian Optimization of Bit Rate, SINR on Sionna Ray tracing module
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manoj-kumar-joshi/Sionna_BayesianOptimization
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This is an implantation of Bayesian Optimization of Bit Rate, SINR on Sionna Ray tracing module
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