Title:
DATA ENHANCEMENT METHOD, RECEIVER AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2022/217556
Kind Code:
A1
Abstract:
Provided in the embodiments of the present invention are a data enhancement method, a receiver and a storage medium. The method used for a receiver to perform on-line learning in practical application reception is used to perform fine-tuning training on a model, such that the model continuously tracks and adapts to the current reception environment, so as to improve the reception recovery accuracy of the receiver for a received bit stream, and enhance the performance of the receiver. The embodiments of the present invention comprise: performing data enhancement on a result obtained by a first basic model of a receiver, so as to obtain a training set with enhanced first data; according to the training set with the enhanced first data, performing on-line training fine-tuning on the first basic model, so as to obtain a second basic model; and if a cycle stop condition is met, stopping the cycle.
Inventors:
XIAO HAN (CN)
TIAN WENQIANG (CN)
TIAN WENQIANG (CN)
Application Number:
PCT/CN2021/087599
Publication Date:
October 20, 2022
Filing Date:
April 15, 2021
Export Citation:
Assignee:
GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP LTD (CN)
International Classes:
H04B17/391
Foreign References:
| CN112054863A | 2020-12-08 | |||
| CN109861942A | 2019-06-07 | |||
| CN111510402A | 2020-08-07 | |||
| US20200177418A1 | 2020-06-04 |
Attorney, Agent or Firm:
GUANGZHOU DEKE INTELLECTUAL PROPERTY AGENT LTD. (CN)
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