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:
Feb. 17, 2026

Filed:

Aug. 26, 2023
Applicant:

Shanghai Maritime University, Shanghai, CN;

Inventors:

Jiangfeng Xian, Shanghai, CN;

Junling MA, Shanghai, CN;

Huafeng Wu, Shanghai, CN;

Yongsheng Yang, Shanghai, CN;

Yuanyuan Zhang, Changzhou, CN;

Xiaojun Mei, Shanghai, CN;

Xinqiang Chen, Shanghai, CN;

Chaofeng Li, Shanghai, CN;

Qiannan Zhang, Shanghai, CN;

Linian Liang, Shanghai, CN;

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04W 8/30 (2009.01); G06N 3/04 (2023.01); G06N 5/022 (2023.01); H04L 45/24 (2022.01); H04W 16/26 (2009.01); H04W 84/18 (2009.01);
U.S. Cl.
CPC ...
H04W 8/30 (2013.01); G06N 3/04 (2013.01); G06N 5/022 (2013.01); H04L 45/24 (2013.01); H04W 16/26 (2013.01); H04W 84/18 (2013.01);
Abstract

Provided are a method and a device for reconstructing lost data of marine wireless sensor networks (MWSNs). The data reconstruction method includes following steps: establishing an initial topological structure of the MWSNs; using an improved hierarchical energy balance multipath (IHEBM) routing protocol to cluster network nodes; using an improved radial basis function neural network (RBFNN) to predict lost data of nodes in the cluster based on a clustering of the nodes; and using a centralized principal component analysis (PCA) method to compress and reconstruct data of a cluster head node in a process of data transmission from a cluster head to a ship base station.


Find Patent Forward Citations

Xian, Jiangfeng. (2026). Method and device for reconstructing lost data of marine wireless sensor networks (U.S. Patent No. 12556906). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12556906

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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