Two-Sided Model-Based Communication Encoder Decoder Optimization
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Solution Overview
Problem
Existing two-sided model-based communication technologies face challenges in optimizing communication functionality due to limitations in updating and optimizing reference encoders and decoders effectively.
Innovation Solution
A system and method that involve obtaining a reference data set associated with terminal devices, network devices, and test equipment, and using this data to update reference encoders and decoders. These updated components are then utilized for optimizing communication functionality in further apparatuses.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If reference encoders and decoders are updated using comprehensive reference data from multiple devices, then communication functionality performance is improved, but system complexity and data processing requirements increase
Solution Approach 1:
The patent segments the reference data set into multiple components: terminal device data, network device data, and test equipment data. This segmentation allows the system to process and update reference encoders and decoders using organized, manageable data portions rather than treating all data as a single complex entity, thereby improving performance while managing system complexity.
Solution Approach 2:
The updated reference encoder and reference decoder are designed with multi-functionality to serve various communication scenarios and device types. By creating universal reference models that can be applied across different terminal devices and network devices, the system achieves improved communication performance without proportionally increasing complexity for each specific application.
2Adaptability or versatility
If reference data from multiple terminal devices and network devices is collected and used for updating, then model adaptability is improved, but data processing time and computational resources increase
Solution Approach 1:
The patent performs preliminary actions by collecting and organizing reference data from multiple terminal devices, network devices, and test equipment into a structured reference data set before the actual updating process. This preliminary organization of data enables more efficient processing during the encoder and decoder updates, reducing the computational burden and time required when actually applying the data to improve model adaptability.
3Reliability
If updated reference encoders and decoders are deployed for optimization, then communication quality is improved, but implementation and deployment complexity increase
Solution Approach 1:
The patent creates updated reference encoder and reference decoder models that serve as standardized templates or copies. These updated reference models can be replicated and deployed across multiple systems, improving communication quality through consistent, optimized performance while reducing implementation complexity by avoiding the need to develop custom solutions for each deployment scenario.
Data Source
AI summary
Embodiments of the present disclosure relate to apparatuses, methods, devices and computer readable storage medium for two-sided model-based communication functionality. In a method, a first apparatus obtains a reference data set of a communication functionality. The reference data set includes reference data associated with a plurality of terminal devices, a plurality of network devices and at least one test equipment. The first apparatus updates a reference encoder of the communication functionality based on at least the reference data. The first apparatus updates a reference decoder of the communication functionality based on at least the reference data. At least one of the updated reference encoder or the updated reference decoder is used for optimization of the communication functionality by a further apparatus.