Samsung electronics co., ltd. (20240334208). METHOD AND APPARATUS FOR LIFE CYCLE MANAGEMENT OF AI/ML MODELS IN WIRELESS COMMUNICATION NETWORKS simplified abstract
Contents
METHOD AND APPARATUS FOR LIFE CYCLE MANAGEMENT OF AI/ML MODELS IN WIRELESS COMMUNICATION NETWORKS
Organization Name
Inventor(s)
Ameha Tsegaye Abebe of Suwon-si (KR)
Youngrok Jang of Suwon-si (KR)
METHOD AND APPARATUS FOR LIFE CYCLE MANAGEMENT OF AI/ML MODELS IN WIRELESS COMMUNICATION NETWORKS - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240334208 titled 'METHOD AND APPARATUS FOR LIFE CYCLE MANAGEMENT OF AI/ML MODELS IN WIRELESS COMMUNICATION NETWORKS
The abstract describes a patent application for a 5th generation (5G) or 6th generation (6G) communication system that supports a higher data transmission rate. The method involves a user equipment (UE) transmitting capability information to a base station, receiving configuration information associated with artificial intelligence (AI)/machine learning (ML) inference, receiving information to activate an AI/ML functionality, and performing AI/ML based operations based on the configuration information.
- The patent application focuses on enhancing communication systems by integrating AI/ML functionalities.
- The method allows UEs to transmit capability information to base stations and receive configuration information for AI/ML inference.
- Users can activate AI/ML functionalities and perform operations based on the received configuration information.
- The innovation aims to improve data transmission rates and overall system efficiency in 5G and 6G networks.
- By leveraging AI/ML technologies, the communication system can adapt and optimize performance based on real-time data and user needs.
Potential Applications: This technology can be applied in telecommunications, IoT devices, smart cities, autonomous vehicles, and other industries that rely on high-speed data transmission and intelligent network management.
Problems Solved: The technology addresses the need for faster data transmission rates, efficient network management, and adaptive systems that can respond to changing user demands in real-time.
Benefits: Improved data transmission rates, enhanced network efficiency, optimized performance, adaptive systems, and better user experience in communication networks.
Commercial Applications: Title: Enhanced Communication Systems with AI/ML Integration This technology can be commercially used by telecommunication companies, IoT device manufacturers, smart city developers, and autonomous vehicle companies to improve network performance and user experience.
Questions about the technology: 1. How does the integration of AI/ML functionalities improve communication systems? 2. What are the potential long-term benefits of implementing this technology in 5G and 6G networks?
Original Abstract Submitted
the disclosure relates to a 5th generation (5g) or 6th generation (6g) communication system for supporting a higher data transmission rate. a method performed by a user equipment (ue) in a communication system is provided. the method includes transmitting, by the ue to a base station, capability information indicating a set of artificial intelligence (ai)/machine learning (ml) functionalities, receiving, by the ue from the base station, configuration information associated with an ai/ml inference, wherein the configuration information indicates at least one of a measurement configuration or a reporting configuration, receiving, by the ue from the base station, information to indicate activation of an ai/ml functionality, and performing, by the ue, an ai/ml based operation based on the configuration information.
