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:
Sep. 08, 2026

Filed:

Nov. 08, 2024
Applicant:

The Regents of the University of California, Oakland, CA (US);

Inventors:

Shijia Pan, Merced, CA (US);

Yue Zhang, Merced, CA (US);

Dong Yoon Lee, Merced, CA (US);

Yihong Li, Merced, CA (US);

Alyssa M. Weakley, Sacramento, CA (US);

Hao-Chuan Wang, Davis, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 5/00 (2006.01); G16H 20/13 (2018.01);
U.S. Cl.
CPC ...
A61B 5/4833 (2013.01); G16H 20/13 (2018.01);
Abstract

A system and method for monitoring medication intake uses vibration signals generated by a kinetic augmentation attachment. The attachment includes a base coupled to a medication container, a spring, and a weight, which produces distinct vibration signatures when the container is placed on a surface. A vibration sensor detects these signals, and a computing device processes them to extract features of the attachment and identify the medication container. The system does not require batteries, enabling long-term, maintenance-free monitoring. The method includes processing vibration signals using frequency analysis and machine learning to recognize different medication containers based on their kinetic signatures.


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