The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Mar. 10, 2026

Filed:

May. 10, 2022
Applicant:

The Hong Kong University of Science and Technology, Kowloon, HK;

Inventors:

Vincent Kin Nang Lau, New Territories, HK;

Zezhong Zhang, Shenzhen, CN;

Kaibin Huang, New Territories, HK;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04W 52/36 (2009.01); H04L 5/00 (2006.01);
U.S. Cl.
CPC ...
H04W 52/36 (2013.01); H04L 5/006 (2013.01); H04L 5/0073 (2013.01);
Abstract

The described technology is generally directed towards accelerating distributed principal components in the presence of noisy channels. A federated training based method is disclosed. The method can calculate a desired common subspace for edge devices under the coordination of a server. The server can be connected to the edge devices via noisy wireless channels. A broadband communication system can be used, wherein devices can transmit local gradients by linear analog modulation over sub-channels in communication rounds for over-the-air aggregation. Before each communication round, the server can detect information of a current region. Based on the region information, an online region-adaptive power control scheme can be applied to accelerate the process.


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Lau, Vincent Kin Nang. (2026). Method and system for accelerating distributed principal components with noisy channels (U.S. Patent No. 12574861). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12574861

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