MUMBAI, India, July 13 -- Intellectual Property India has published a patent application (202444075887 A) filed by Nokia Solutions And Networks Oy on October 07, 2024, for Method And Apparatus For Network Integration, Model Refinement, Data Aggregation And Augmentation For Improved Ml Based Eirp Prediction.

Inventors include Aliye Kaya; Afef Feki; Christophe Grangeat; Azra Zejnilagic; and Kamil Bechta.

The application for the patent was published on July 10, 2026, under issue no. 28/2026.

Abstract: ABSTRACT METHOD AND APPARATUS FOR NETWORK INTEGRATION, MODEL REFINEMENT, DATA AGGREGATION AND AUGMENTATION FOR IMPROVED 5 ML BASED EIRP PREDICTION An apparatus comprising: means for training a neural network configured to be used to infer an effective isotropic radiated power for at least one angle and at least one weight; means for obtaining, based on the training, a trained neural network which is used for inference of the 10 effective isotropic radiated power for the at least one angle and the at least one weight; and means for transmitting the trained neural network to at least one distributed unit.

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