Intelligent Spatial Filtering System for Enhanced Electrical Signal Measurement

Publication ID: 24-11857341_0003_PTD
Published: October 28, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Intelligent Spatial Filtering System for Enhanced Electrical Signal Measurement,” Published Technical Disclosure No. 24-11857341_0003_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857341_0003_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,857,341.

Summary of the Inventive Concept

An advanced wearable device system integrating machine learning, IoT, blockchain, and novel materials to enhance the accuracy and security of electrical signal measurement, particularly for electrocardiogram (ECG) applications.

Background and Problem Solved

The original patent addressed the challenge of measuring electrical signals using a plurality of measurement electrodes. However, the existing approach was limited by its inability to effectively filter out noise and ensure secure data transmission. The new inventive concept overcomes these limitations by incorporating synergistic combinations of distinct technologies.

Detailed Description of the Inventive Concept

The system comprises a wearable device with a plurality of measurement electrodes, a controller, and a machine learning module to identify and filter out noise from the electrical signals. The system further integrates an IoT-enabled device for data transmission and a blockchain-enabled module for secure data storage and transmission. Additionally, a new material-based interface module adjusts the connectivity between the measurement electrodes and the controller, ensuring optimal signal quality. The system's artificial intelligence capabilities predict and prevent noise interference, ensuring accurate and reliable signal measurement.

Novelty and Inventive Step

The new claims introduce the innovative combination of machine learning, IoT, blockchain, and novel materials to enhance electrical signal measurement. This synergistic approach provides a significant improvement over the original patent, offering a more accurate, secure, and efficient system for measuring electrical signals.

Alternative Embodiments and Variations

Alternative embodiments may include integrating the system with cloud-based AI platforms, utilizing different types of machine learning algorithms, or incorporating additional sensors to measure other physiological parameters. Variations of the system could be designed for specific applications, such as sports medicine or remote patient monitoring.

Potential Commercial Applications and Market

The intelligent spatial filtering system has vast commercial potential in the healthcare industry, particularly in the fields of cardiology, sports medicine, and remote patient monitoring. The system's ability to provide accurate and secure electrical signal measurement makes it an attractive solution for medical device manufacturers, healthcare providers, and patients seeking reliable and efficient health monitoring solutions.

CPC Classifications

SectionClassGroup
A A61 A61B5/681
A A61 A61B5/0006
A A61 A61B5/282
A A61 A61B5/304
A A61 A61B5/316
A A61 A61B5/332
A A61 A61B5/7214
A A61 A61B2560/0468
A A61 A61B2562/0209

Original Patent Information

Patent NumberUS 11,857,341
TitleSystems and methods of spatial filtering for measuring electrical signals
Assignee(s)Apple Inc.