18075808. METHOD AND APPARATUS FOR MONITORING AND REPORTING AI MODEL IN WIRELESS COMMUNICATION SYSTEM simplified abstract (Samsung Electronics Co., Ltd.)
Contents
METHOD AND APPARATUS FOR MONITORING AND REPORTING AI MODEL IN WIRELESS COMMUNICATION SYSTEM
Organization Name
Inventor(s)
Changsung Lee of Gyeonggi-do (KR)
Suhwook Kim of Gyeonggi-do (KR)
Hyeondeok Jang of Gyeonggi-do (KR)
METHOD AND APPARATUS FOR MONITORING AND REPORTING AI MODEL IN WIRELESS COMMUNICATION SYSTEM - A simplified explanation of the abstract
This abstract first appeared for US patent application 18075808 titled 'METHOD AND APPARATUS FOR MONITORING AND REPORTING AI MODEL IN WIRELESS COMMUNICATION SYSTEM
Simplified Explanation
The patent application describes a 6th generation (6G) communication system that optimizes network performance in various industrial fields by connecting 5th generation (5G) or beyond 5G devices and networks to support higher data rates.
- The user equipment (UE) in a wireless communication system receives configuration information related to an artificial intelligence (AI) model from a base station.
- The UE performs monitoring of its own AI model, which is responsible for encoding and decoding channel state information (CSI).
- The monitoring result is reported back to the base station.
- The UE's AI model includes an encoder and a decoder, while the base station's AI model includes a decoder.
Potential applications of this technology:
- Industrial automation: The optimized network can support high-speed data transmission between IoT devices and networks, enabling efficient control and monitoring of industrial processes.
- Autonomous vehicles: The improved network performance allows for real-time communication between vehicles and infrastructure, enhancing safety and enabling advanced autonomous driving features.
- Smart cities: The high data rate support enables seamless connectivity and efficient data exchange between various smart city devices and networks, facilitating the implementation of smart city solutions.
Problems solved by this technology:
- Network optimization: The 6G communication system addresses the need for higher data rates and improved network performance, ensuring reliable and efficient communication between devices and networks.
- AI-based encoding and decoding: The use of AI models for encoding and decoding CSI helps enhance the accuracy and efficiency of data transmission, leading to improved overall network performance.
Benefits of this technology:
- Higher data rates: The optimized network allows for faster data transmission, enabling real-time communication and supporting bandwidth-intensive applications.
- Improved network reliability: The use of AI models for encoding and decoding CSI helps minimize errors and enhance the reliability of data transmission.
- Enhanced efficiency: The AI-based monitoring and reporting mechanism enables proactive network management, leading to improved resource allocation and overall network efficiency.
Original Abstract Submitted
The disclosure relates to a 6th generation (6G) communication system for optimizing a network while being applied in various industrial fields through connection between 5th generation (5G) or beyond 5G things and networks for supporting a higher data rate. A method performed by user equipment (UE) in a wireless communication system is provided, including receiving configuration information related to an artificial intelligence (AI) model from a base station; performing monitoring of a first AI model of the UE for encoding and decoding channel state information (CSI); and reporting a monitoring result to the base station. The first AI model includes a first encoder and a first decoder of the UE, and the first decoder may be related to a second AI model of the base station including a second decoder.
