Adaptive Physiological Measurement System

Publication ID: 24-11857340_0006_PTD
Published: October 28, 2025
Category:Direct Improvements & Enhancements

Legal Citation

pr1or.art Inc., “Adaptive Physiological Measurement System,” Published Technical Disclosure No. 24-11857340_0006_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857340_0006_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. 11,857,340.

Summary of the Inventive Concept

An advanced wearable device system that enhances the accuracy and efficiency of physiological measurements by adaptively adjusting electrode configurations, frequency, and placement based on user activity, skin type, and environmental factors.

Background and Problem Solved

The original patent for a watch having electrodes for physiological measurements has limitations in terms of electrode placement, measurement frequency, and power consumption. The new inventive concept addresses these limitations by introducing adaptive and dynamic adjustments to the electrode configuration, frequency, and placement, thereby improving the accuracy, efficiency, and user comfort of physiological measurements.

Detailed Description of the Inventive Concept

The new inventive concept comprises a wearable device having electrodes for physiological measurements, wherein the electrodes are configured to adaptively adjust their measurement frequency based on the user's activity level. The system also includes a method for enhancing the accuracy of physiological measurements by dynamically adjusting the electrode placement on the user's body based on real-time data from a motion sensor. Additionally, the galvanic skin resistance sensing circuitry is optimized to reduce power consumption by at least 20% while maintaining a signal-to-noise ratio of at least 10. The wearable device may also include a wrist-facing surface having a pair of electrodes implemented as surface contacts, and a processing circuitry configured to apply machine learning algorithms to the electrical measurements obtained from the electrodes to detect early signs of stress or fatigue. Furthermore, the system includes a dynamically adjustable electrode spacing mechanism that adjusts the distance between the electrodes based on the user's skin type and moisture levels.

Novelty and Inventive Step

The new inventive concept introduces a novel adaptive and dynamic approach to physiological measurements, which is not obvious from the original patent. The adaptive adjustment of electrode configuration, frequency, and placement, as well as the optimization of power consumption, provides a significant improvement over the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept may include the use of different types of sensors, such as optical or acoustic sensors, to measure physiological parameters. Additionally, the system may be integrated with other wearable devices, such as smart clothing or fitness trackers, to provide a more comprehensive health monitoring system.

Potential Commercial Applications and Market

The adaptive physiological measurement system has significant commercial potential in the wearable device and healthcare industries. The system may be used in various applications, such as fitness tracking, health monitoring, and medical research, and may be marketed to consumers, healthcare professionals, and researchers.

Field of Art

Wearable Electronic Devices with Physiological Measurement Systems, focusing on biomedical sensor integration, signal processing, and adaptive measurement techniques in electronic watches and health monitoring devices

Person of Ordinary Skill (PHOSITA) Profile

An electrical engineer or biomedical device designer with expertise in sensor design, signal processing, embedded systems, and wearable technology, typically holding a master's degree with 3-5 years of industry experience in medical device or consumer electronics development

Obviousness Rationale

A person having ordinary skill in the art would recognize that the PTD's adaptive electrode configuration and machine learning-enhanced physiological measurement techniques represent predictable variations of the source patent's foundational electrode-based measurement approach. The disclosed improvements leverage known techniques in sensor optimization, signal processing, and adaptive sensing that would be readily apparent to a skilled practitioner seeking to enhance wearable physiological measurement devices.

Obvious Combinations & Variations

Source Patent Element
Watch with multiple electrodes for physiological measurements
PTD Variation
Dynamically adjustable electrode spacing based on skin type and moisture levels
Obviousness Reasoning
A PHOSITA would recognize that electrode performance varies with skin conditions, making adaptive spacing a predictable design optimization using known sensor calibration techniques
Source Patent Element
Processing circuitry for obtaining physiological signals
PTD Variation
Machine learning algorithms applied to electrical measurements for stress and fatigue detection
Obviousness Reasoning
Applying machine learning to sensor data is a well-established technique in biomedical signal processing, representing an obvious enhancement to existing measurement systems
Source Patent Element
Galvanic skin resistance sensing circuitry
PTD Variation
Power consumption optimization with 20% reduction while maintaining signal-to-noise ratio
Obviousness Reasoning
Power efficiency improvements are a standard design goal in wearable electronics, achievable through known circuit design and signal processing techniques
Source Patent Element
Electrodes configured for physiological measurements
PTD Variation
Adaptive measurement frequency based on user activity level
Obviousness Reasoning
Adjusting sensor sampling rates based on context is a predictable optimization strategy in sensor systems, representing a routine design choice for improving energy efficiency and data collection
Source Patent Element
Watch with multiple electrodes on back cover
PTD Variation
Dynamic electrode placement using motion sensor data
Obviousness Reasoning
Correlating sensor placement with body movement is an obvious extension of existing measurement techniques, leveraging readily available motion sensing technologies
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857340 and the published technical disclosure, a person having ordinary skill in the art would find the claimed variations of adaptive physiological measurement systems to be obvious and anticipated, as the disclosed techniques represent predictable combinations of known sensor optimization strategies and signal processing methods within the field of wearable biomedical devices.

Original Patent Information

Patent NumberUS 11,857,340
TitleWatch having electrodes for physiological measurements
Assignee(s)Apple Inc.