Adaptive Radio Frequency Antenna for Enhanced Physiological Data Monitoring and Personalized Health Management

Publication ID: 24-11857304_0010_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Adaptive Radio Frequency Antenna for Enhanced Physiological Data Monitoring and Personalized Health Management,” Published Technical Disclosure No. 24-11857304_0010_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857304_0010_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

An innovative wearable device featuring a dynamic impedance tuning system that optimizes antenna performance in real-time, enabling accurate physiological data monitoring and personalized health recommendations.

Background and Problem Solved

The original patent disclosed a wearable device with a varying impedance antenna, which, while effective, has limitations in terms of signal quality and power consumption. The new inventive concept addresses these limitations by introducing a dynamic impedance tuning system that adjusts the antenna's impedance in real-time, based on the user's physiological data.

Detailed Description of the Inventive Concept

The wearable device comprises a radio frequency antenna with a dynamic impedance tuning system that adjusts the impedance of the antenna in real-time, based on the user's physiological data. This optimization enables improved signal quality and reduced power consumption. The device can transmit radio frequency signals through the varying impedance antenna and analyze the reflected signals to determine the user's hydration level, glucose concentration, and other physiological metrics. Additionally, the device can incorporate a machine learning algorithm that correlates the user's physiological data with environmental factors to provide personalized health recommendations.

Novelty and Inventive Step

The new claims introduce a paradigm shift by incorporating real-time impedance tuning, self-healing antennas, and personalized health management, making the original inventive concept obsolete. The dynamic impedance tuning system, in particular, is a novel and non-obvious feature that significantly improves the antenna's performance and enables accurate physiological data monitoring.

Alternative Embodiments and Variations

Alternative embodiments may include wearable devices with varying impedance antennas that adapt to different environmental conditions, such as temperature or humidity. Another variation could be a device that incorporates multiple antennas with different impedance profiles to enhance signal quality and reduce interference.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the healthcare and wearable technology industries, enabling accurate physiological data monitoring and personalized health management. The device can be marketed as a premium wearable device for health-conscious consumers, athletes, and individuals with chronic health conditions.

Field of Art

Wearable biomedical device technology with radio frequency antenna systems, involving electrical engineering, biomedical sensing, and wireless communication design

Person of Ordinary Skill (PHOSITA) Profile

An electrical engineer with expertise in RF antenna design, wearable technology, and biomedical signal processing, holding a master's degree or equivalent professional experience in antenna optimization and wireless sensing techniques

Obviousness Rationale

A person of ordinary skill would recognize that the source patent's wearable antenna design provides a foundational framework for implementing dynamic impedance tuning and physiological monitoring. The PTD's variations represent predictable extensions of known RF antenna optimization techniques applied to wearable health monitoring devices. The core technical principles of antenna design and signal processing are consistent across both the source patent and the published technical disclosure.

Obvious Combinations & Variations

Source Patent Element
Wearable device with antenna mounted on a substrate for physiological data collection
PTD Variation
Dynamic impedance tuning system that adjusts antenna performance based on real-time physiological data
Obviousness Reasoning
Predictable application of known RF antenna optimization techniques to improve signal quality and reduce power consumption in a wearable sensing device
Source Patent Element
Antenna configured for proximity to user's body
PTD Variation
Self-healing antenna with conductive material that can repair damage or degradation
Obviousness Reasoning
Known materials science approach to improving antenna durability using adaptive conductive substrates
Source Patent Element
Physiological data monitoring through RF signal transmission
PTD Variation
Machine learning algorithm correlating physiological data with environmental factors
Obviousness Reasoning
Predictable integration of data analysis techniques with existing sensing technologies to enhance health monitoring capabilities
Source Patent Element
Antenna design with multiple portions and variable geometric configurations
PTD Variation
Multiple antennas with different impedance profiles to reduce signal interference
Obviousness Reasoning
Standard engineering design approach to improving signal quality through antenna diversity and adaptive configuration
Source Patent Element
Wearable device for collecting physiological information
PTD Variation
Biometric authentication using RF signal reflection analysis
Obviousness Reasoning
Known technique of leveraging existing sensing technologies for additional authentication and identification purposes
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857304 and the published technical disclosure, a person of ordinary skill in the art would find the claimed variations of dynamic impedance tuning, self-healing antennas, and personalized health monitoring to be obvious extensions of existing wearable RF antenna technologies. The disclosed innovations represent predictable combinations of known techniques in wireless sensing and antenna design, thereby rendering potential patent claims obvious under 35 U.S.C. Section 103.

Original Patent Information

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