Title:
COMMUNICATION METHOD, APPARATUS AND SYSTEM BASED ON MULTI-TASK NETWORK MODEL
Document Type and Number:
WIPO Patent Application WO/2023/273956
Kind Code:
A1
Abstract:
Disclosed in the present application are a communication method, apparatus and system based on a multi-task network model, so as to better implement end-cloud collaboration in an MTL mode. The method may be implemented by means of the following steps: a first communication apparatus processing an input signal by using a first backbone network model, so as to obtain a fused feature, wherein the fused feature is obtained by means of fusing a plurality of first features, and the plurality of first features are obtained by means of performing feature extraction on the input signal; the first communication apparatus performing compression and channel encoding on the fused feature, so as to obtain first information; the first communication apparatus sending the first information to a second communication apparatus; the second communication apparatus receiving second information of the first communication apparatus; the second communication apparatus performing decompression and channel decoding on the second information, so as to obtain a reconstructed feature of the fused feature; the second communication apparatus performing feature parsing on the reconstructed feature by using a second backbone network model, so as to obtain a feature parsing result; and the second communication apparatus processing the feature parsing result by using a functional network model.
Inventors:
WANG MENGYANG (CN)
LI JIAHUI (CN)
MA MENGYAO (CN)
XIE JUNWEN (CN)
ZHANG ZHICONG (CN)
YAN MIN (CN)
LI JIAHUI (CN)
MA MENGYAO (CN)
XIE JUNWEN (CN)
ZHANG ZHICONG (CN)
YAN MIN (CN)
Application Number:
PCT/CN2022/100097
Publication Date:
January 05, 2023
Filing Date:
June 21, 2022
Export Citation:
Assignee:
HUAWEI TECH CO LTD (CN)
International Classes:
H04N19/00; H04W16/22
Domestic Patent References:
| WO2020215985A1 | 2020-10-29 |
Foreign References:
| CN110225341A | 2019-09-10 | |||
| CN102655588A | 2012-09-05 | |||
| CN105631879A | 2016-06-01 |
Attorney, Agent or Firm:
TDIP & PARTNERS (CN)
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