— the technological basis of industrial innovation
The development of hardware and software for modern 4G, 5G and 5G+/6G wireless networks is impossible without the use of simulation systems.
With the help of such systems, a fast and efficient process of fine-tuning the prototype (equipment, protocols, algorithms) to the target technological indicators is organized and the most important production processes are carried out.
A multi-purpose 3GPP/IEEE system-level communication network modeling and prototyping platform with integrated neural network libraries
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The UBISIM platform solves a set of strategic tasks:
The following tasks were effectively solved on the basis of the modeling platform:
An effective solution to this problem
Integration with libraries for the development of models based on “machine learning”
One of the main features of the multipurpose simulation and prototyping platform is integration with machine learning models and their use for the development and testing of telecommunications technologies.
The platform provides transparent integration with machine learning systems such as Torch, Keras and Tensorflow, which allows researchers to develop and optimize algorithms and protocols using machine learning tools and methods In the development of special modeling libraries, enabling the design of neural networks to solve the problems of managing telecommunications radio equipment of 4G/5G standards (load balancing, scheduler, network optimization)
Working with machine learning models:
Company UBITEL has been successfully operating in the Russian market of 4G/LTE, WiFi, and RFID wireless technologies for 20 years. UBITEL employees have extensive experience in developing software and hardware parts of 3GPP, IEEE, etc. communication systems for the benefit of corporate customers, including all kinds of custom solutions. UBITEL has developed and successfully uses its own UBISIM software package for modeling 4G/LTE/5G/WiFi communication networks at the system Level (System Level Simulator), which is unique and the only SLS Software in Russia fully calibrated according to 3GPP scenarios. UBITEL, together with industry universities in Russia, conducts research and development work in the field of network, mobile and wireless technologies, including the most modern and innovative, such as the IoT (Internet of Things).
№ 2023660615 (May 23 2023)
№ 2022662516 (July 05 2022)
№ 2024617695 (April 04 2024)
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