Huawei technologies co., ltd. (20240127074). MULTI-TASK NETWORK MODEL–BASED COMMUNICATION METHOD, APPARATUS, AND SYSTEM simplified abstract
Contents
MULTI-TASK NETWORK MODEL–BASED COMMUNICATION METHOD, APPARATUS, AND SYSTEM
Organization Name
Inventor(s)
Mengyang Wang of Shenzhen (CN)
Zhicong Zhang of Shenzhen (CN)
MULTI-TASK NETWORK MODEL–BASED COMMUNICATION METHOD, APPARATUS, AND SYSTEM - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240127074 titled 'MULTI-TASK NETWORK MODEL–BASED COMMUNICATION METHOD, APPARATUS, AND SYSTEM
Simplified Explanation
The technology described in this patent application relates to a multi-task network model-based communication method, apparatus, and system. The method involves processing an input signal using a network model to obtain a fusion feature, performing compression and channel coding on the fusion feature to obtain information, and sending this information to another communication apparatus for further processing.
- Explanation of the patent/innovation:
- First communication apparatus processes input signal using a network model to obtain fusion feature - Fusion feature is obtained by fusing multiple features extracted from the input signal - Compression and channel coding are performed on the fusion feature to obtain information - Information is sent to a second communication apparatus for processing - Second communication apparatus receives information, performs decompression and decoding, and processes the feature using a network model
Potential applications of this technology: - Telecommunications - Data compression - Signal processing
Problems solved by this technology: - Efficient communication of complex data - Improved feature extraction and processing - Enhanced network performance
Benefits of this technology: - Faster data transmission - Enhanced data compression - Improved network efficiency
Potential commercial applications of this technology: - Telecommunication companies - Data processing firms - Network infrastructure providers
Possible prior art: - Existing communication protocols - Previous network models
Unanswered questions: 1. How does this technology compare to existing communication methods in terms of efficiency and performance? 2. What specific industries or sectors could benefit the most from implementing this technology?
Original Abstract Submitted
the technology of this application relates to a multi-task network model-based communication method, apparatus, and system. the method may include a first communication apparatus processing an input signal by using a first backbone network model, to obtain a fusion feature, where the fusion feature is obtained by fusing a plurality of first features which are obtained by performing feature extraction on the input signal. the method may further include performing compression and channel coding on the fusion feature to obtain first information, and sending the first information to a second communication apparatus. the second communication apparatus receives second information from the first communication apparatus, performs decompression and channel decoding on the second information to obtain a reconstructed feature of the fusion feature, performs feature parsing on the reconstructed feature by using a second backbone network model, to obtain a feature parsing result, and processes the feature parsing result by using a functional network model.
