18672286. DATA PROCESSING METHOD AND COMMUNICATION APPARATUS simplified abstract (Huawei Technologies Co., Ltd.)
DATA PROCESSING METHOD AND COMMUNICATION APPARATUS
Organization Name
Inventor(s)
Yiqun Wu of Boulogne Billancourt (FR)
Xiaomeng Chai of Shanghai (CN)
DATA PROCESSING METHOD AND COMMUNICATION APPARATUS - A simplified explanation of the abstract
This abstract first appeared for US patent application 18672286 titled 'DATA PROCESSING METHOD AND COMMUNICATION APPARATUS
Simplified Explanation: The patent application describes a method for processing data and a communication apparatus. It involves receiving or sending multiple reference signals, obtaining a set of channel data based on these signals, applying a data quality screening policy to filter the data, and creating a training data set for model training.
- **Key Features and Innovation:**
- Receiving and sending multiple reference signals. - Obtaining a set of channel data based on the reference signals. - Applying a data quality screening policy to filter the data. - Creating a training data set for model training. - Improving the quality of training data for better model performance.
- **Potential Applications:**
- Data processing in communication systems. - Model training for intelligent systems. - Quality screening of data sets.
- **Problems Solved:**
- Ensuring data quality for model training. - Improving the performance of trained intelligent models.
- **Benefits:**
- Enhanced model performance. - Improved data quality for training. - Efficient communication data processing.
- **Commercial Applications:**
- This technology can be applied in various industries such as telecommunications, data analytics, and artificial intelligence for improving model training processes and data quality screening.
- **Prior Art:**
- Readers can explore prior patents related to data processing methods, communication apparatus, and model training techniques to understand the existing technology landscape.
- **Frequently Updated Research:**
- Stay updated on advancements in data processing methods, communication technologies, and model training algorithms to enhance the efficiency and performance of intelligent systems.
Questions about Data Processing Method and Communication Apparatus:
1. *What are the key components of the data quality screening policy mentioned in the patent application?*
- The data quality screening policy includes criteria for screening model training data to ensure it meets a data quality requirement.
2. *How does the method described in the patent application contribute to improving the performance of trained intelligent models?*
- By screening the channel data based on a data quality screening policy, the method ensures that the training data set used for model training meets specific quality standards, leading to improved model performance.
Original Abstract Submitted
This application provides a data processing method and a communication apparatus. The method includes: receiving or sending a plurality of reference signals; obtaining a first channel data set, where the first channel data set is a set of a plurality of pieces of channel data obtained based on the plurality of reference signals; obtaining a data quality screening policy, where the data quality screening policy is used to obtain, through screening, model training data that meets a data quality requirement; and screening the channel data in the first channel data set according to the data quality screening policy, to obtain a training data set. In this way, quality of the training data for model training is improved, so that a trained intelligent model meets a performance requirement.
