Terminal Device DRB Activation for Neural Network Data
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Solution Overview
Problem
Existing communication systems face challenges in efficiently regulating Quality of Service (QoS) data flows and Data Radio Bearers (DRBs) for big data services, particularly for neural network models, which require timely adjustments to meet transmission requirements.
Innovation Solution
A method for transmitting data that involves a terminal device determining to activate a first DRB and transmitting target data on that DRB, where the DRB is selected based on a data processing manner or the number of layers processed by the terminal device, allowing for dynamic adjustment of QoS and DRB mapping.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If the terminal sends a request message to modify QoS parameters through the core network, then the QoS parameter modification can be achieved, but the modification process is complex and time-consuming
Solution Approach 1:
The patent extracts the QoS parameter modification function from the core network to the terminal device itself. The terminal autonomously determines and switches between different QoS data flows based on its current buffer status and processing capabilities, eliminating the need for complex network-side modification procedures while maintaining reliable QoS control.
Solution Approach 2:
The terminal device performs self-service by autonomously monitoring its buffer status and processing capabilities, then automatically selecting appropriate QoS data flows without requiring network intervention. This self-service mechanism simplifies the modification process while ensuring reliable QoS parameter adaptation.
2Adaptability or versatility
If the terminal regulates to a suitable QoS data flow and DRB for big data services, then the transmission requirements can be met, but the regulation process becomes complex
Solution Approach 1:
The patent implements dynamic regulation by enabling the terminal to continuously monitor its buffer status and processing capabilities, then automatically switch between pre-configured QoS data flows with different characteristics. This dynamic adaptation allows the system to meet varying transmission requirements without complex regulation procedures, as the terminal simply selects from available options based on current conditions.
3Adaptability or versatility
If multiple QoS data flows with different characteristics are configured, then the adaptability to different transmission scenarios is improved, but the device complexity increases
Solution Approach 1:
The patent segments the QoS management by dividing data flows into distinct categories with specific characteristics (e.g., different packet loss rates, delays, or throughput guarantees). The terminal monitors its buffer status and selectively activates appropriate segmented flows based on current transmission requirements, simplifying management by treating each flow category independently rather than managing a monolithic QoS system.
Data Source
AI summary
A method for transmitting data and a terminal device are provided. The method comprises operations as follows. A terminal device determines to activate a first data radio bearer (DRB) and transmit target data over the first DRB, The first DRB is one of a plurality of DRBs, and the target data is data obtained by performing through the terminal device on the basis of a first data processing mode, or data obtained by processing, through the terminal device, N layers in the first data processing mode, N being an integer greater than or equal to 1.