18431054. DATA PROCESSING METHOD AND APPARATUS simplified abstract (Huawei Technologies Co., Ltd.)
Contents
DATA PROCESSING METHOD AND APPARATUS
Organization Name
Inventor(s)
Gongzheng Zhang of Hangzhou (CN)
Rong Li of Boulogne Billancourt (FR)
DATA PROCESSING METHOD AND APPARATUS - A simplified explanation of the abstract
This abstract first appeared for US patent application 18431054 titled 'DATA PROCESSING METHOD AND APPARATUS
Simplified Explanation: This patent application describes a method and apparatus for data processing involving the use of neural networks. The method involves processing data based on parameters to obtain transmission symbols, which are then used as inputs for a neural network to generate processing results.
- First communication apparatus processes data to obtain transmission symbols based on parameters.
- Second communication apparatus receives the transmission symbols and processes them using a neural network to generate processing results.
- Parameters are determined based on accuracy and channel information.
- Channel information pertains to the communication channel between the two apparatuses.
- Accuracy indicates the precision of data processing by the neural network.
Key Features and Innovation:
- Data processing method involving neural networks.
- Use of parameters to optimize data processing.
- Transmission symbols as inputs for neural network processing.
- Incorporation of channel information for parameter determination.
- Emphasis on accuracy for efficient data processing.
Potential Applications: This technology can be applied in various fields such as telecommunications, data transmission, artificial intelligence, and machine learning.
Problems Solved: This technology addresses the need for efficient data processing and transmission between communication devices.
Benefits:
- Improved data processing accuracy.
- Enhanced communication efficiency.
- Optimal utilization of neural networks for processing tasks.
Commercial Applications: The technology can be utilized in telecommunications equipment, data processing systems, and AI-powered devices for improved performance and reliability.
Prior Art: Readers can explore prior research on data processing methods involving neural networks and communication systems to understand the evolution of this technology.
Frequently Updated Research: Stay updated on advancements in neural network technology, data processing algorithms, and communication protocols to enhance the application of this innovation.
Questions about Data Processing with Neural Networks: 1. How does the use of parameters impact the efficiency of data processing with neural networks? 2. What are the potential challenges in implementing this technology in real-world communication systems?
Original Abstract Submitted
This application discloses a data processing method and an apparatus. The method includes: after obtaining first data, a first communication apparatus processes the first data based on a first parameter, to obtain a first transmission symbol, and sends the first transmission symbol to a second communication apparatus. Correspondingly, the second communication apparatus receives the first transmission symbol. The second communication apparatus processes the first transmission symbol based on the first parameter to obtain an input of a neural network, and processes the input by using the neural network to obtain a processing result. The first parameter is determined based on first accuracy and first channel information, the first channel information is information about a channel between the first communication apparatus and the second communication apparatus, and the first accuracy indicates accuracy of processing data by the neural network.
