Synergistic Wearable Antenna System for Enhanced Health Monitoring

Publication ID: 24-11857304_0003_PTD
Published: November 07, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Synergistic Wearable Antenna System for Enhanced Health Monitoring,” Published Technical Disclosure No. 24-11857304_0003_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857304_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. 11,857,304.

Summary of the Inventive Concept

A wearable device that integrates a radio frequency antenna with varying impedance, machine learning, IoT, blockchain, and nanomaterial-based sensors to provide personalized health advice, secure data storage, and optimized signal strength.

Background and Problem Solved

The original patent addressed the need for wearable devices to accurately monitor physiological data. However, it did not provide a comprehensive system for analyzing and utilizing this data. The new inventive concept solves this problem by integrating the patented wearable antenna with advanced technologies to create a more powerful and user-centric system.

Detailed Description of the Inventive Concept

The synergistic wearable antenna system comprises a radio frequency antenna with varying impedance that responds to changes in a user's physiological data. This data is analyzed by a machine learning module to predict health trends and provide personalized recommendations. The system also integrates with an IoT network to adjust the antenna's impedance based on environmental data, ensuring optimal signal strength and reduced interference. Furthermore, a blockchain network securely stores and shares the physiological data with authorized healthcare providers. A nanomaterial-based sensor detects changes in the user's physiological data and adjusts the impedance of the antenna accordingly. This comprehensive system enables users to receive accurate and timely health advice, improving their overall well-being.

Novelty and Inventive Step

The new claims introduce a synergistic combination of the patented wearable antenna with machine learning, IoT, blockchain, and nanomaterial-based sensors. This integration is novel and non-obvious, as it provides a more comprehensive and user-centric system for health monitoring and advice.

Alternative Embodiments and Variations

Alternative embodiments may include integrating the wearable antenna with other AI modules, using different types of sensors or materials, or incorporating additional health-related features. Variations may also include adapting the system for use in different industries, such as sports or fitness.

Potential Commercial Applications and Market

The synergistic wearable antenna system has significant commercial potential in the health and wellness industry, with potential applications in personalized medicine, health insurance, and fitness tracking. The system's ability to provide accurate and timely health advice, combined with its secure data storage and optimized signal strength, makes it an attractive solution for users seeking to improve their health and well-being.

Field of Art

Wearable biomedical device technology with integrated radio frequency antenna systems, encompassing electrical engineering, biomedical sensing, and wireless communication domains

Person of Ordinary Skill (PHOSITA) Profile

A skilled practitioner with expertise in RF antenna design, biomedical sensor integration, wireless communication protocols, and experience in developing wearable health monitoring technologies

Obviousness Rationale

A PHOSITA would recognize that extending the source patent's wearable antenna technology with machine learning, IoT, and blockchain represents predictable combinations of known techniques in health monitoring systems. The fundamental antenna design provides a clear technological foundation for integrating advanced data processing and communication features. These variations represent logical extensions of the original patent's core health monitoring objectives.

Obvious Combinations & Variations

Source Patent Element
Wearable device with radio frequency antenna for physiological data transmission
PTD Variation
Adding machine learning module to analyze physiological data and generate personalized health recommendations
Obviousness Reasoning
Applying machine learning to sensor data is a well-established technique in health monitoring, representing a predictable application of known data analysis methods to existing sensor technologies
Source Patent Element
Antenna substrate with varying impedance characteristics
PTD Variation
Integrating nanomaterial-based sensors to dynamically adjust antenna impedance based on physiological changes
Obviousness Reasoning
Adaptive sensing technologies are common in advanced wearable devices, and a PHOSITA would find the combination of nanomaterials with RF antenna design an obvious design optimization
Source Patent Element
Wearable device for transmitting physiological data
PTD Variation
Implementing blockchain network for secure data storage and authorized healthcare provider access
Obviousness Reasoning
Secure data transmission and privacy protection are standard considerations in health monitoring technologies, making blockchain integration a predictable solution for managing sensitive physiological information
Source Patent Element
Radio frequency antenna with substrate-based design
PTD Variation
Integrating IoT network capabilities to adjust antenna performance based on environmental data
Obviousness Reasoning
Dynamic signal optimization through environmental sensing is a known technique in wireless communication systems, representing a straightforward enhancement to existing antenna technologies
Source Patent Element
Wearable device for physiological monitoring
PTD Variation
Cloud-based AI module for generating personalized health advice based on transmitted data
Obviousness Reasoning
Personalized health recommendation systems are well-established in digital health technologies, representing an obvious application of machine learning to existing sensor data collection methods
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857304, the disclosed variations represent obvious extensions of the original wearable antenna technology through predictable combinations of known techniques in machine learning, IoT, blockchain, and adaptive sensing. A person having ordinary skill in the art would readily recognize these modifications as straightforward technological improvements within the established paradigm of health monitoring device design.

Original Patent Information

Patent NumberUS 11,857,304
TitleRadio frequency antenna with varying impedance for wearable
Assignee(s)Amazon Technologies, Inc.