AI Model Matching for Terminal Access to Network Devices
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Solution Overview
Problem
Existing wireless communication technologies fail to effectively mobilize and utilize AI capabilities between network devices and terminals, limiting seamless collaboration and efficient data processing.
Innovation Solution
A method and apparatus that enable terminals with AI capabilities to select network devices based on matching AI model types, allowing for efficient utilization of AI capabilities by selecting wireless networks that align with their own capabilities.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Speed
If terminals with AI capability are deployed to provide faster feedback and decision-making, then processing speed and user experience are improved, but the inability to share AI capabilities with network devices limits collaboration efficiency and resource utilization
Solution Approach 1:
The patent merges AI capabilities between terminals and network devices by enabling capability sharing and collaboration. The terminal and network device are combined into a unified AI system where the terminal's AI processor and the network device's AI processor work together, allowing the terminal to offload AI tasks to the network device and share AI models, thereby improving both processing speed and collaboration efficiency simultaneously
2Productivity
If more AI processing power is concentrated in the terminal, then local decision-making speed improves, but the terminal cannot mobilize network device AI capability and vice versa, reducing overall system efficiency
Solution Approach 1:
The patent implements dynamic AI capability allocation where the terminal can flexibly switch between local processing and network-assisted processing based on task requirements. The system dynamically mobilizes AI capabilities from either the terminal or network device, optimizing resource utilization and preventing energy waste by avoiding unnecessary local processing when network resources are available
3Ease of operation
If terminals access any available network device, then connection simplicity is maintained, but AI capability matching is inefficient, reducing collaboration effectiveness
Solution Approach 1:
The patent applies preliminary action by having the terminal query and identify network devices with matching AI capabilities before establishing a connection. The terminal proactively checks for AI model compatibility and selects an appropriate network device in advance, ensuring both easy access and reliable AI capability matching without requiring complex post-connection configuration
Data Source
AI summary
An access method. The access method includes: acquiring an AI model type supported by each of one or more network devices; and selecting, according to the AI model type supported by each of the one or more network devices, a network device that corresponds to the AI model type matching an AI model type supported by a terminal for access.