Advanced Biometric Wearable for Predictive Health Analytics
Legal Citation
Summary of the Inventive Concept
A next-generation wearable heart activity sensor device that integrates artificial intelligence, machine learning, and advanced sensor technologies to provide predictive health analytics and personalized coaching for users.
Background and Problem Solved
The original wearable heart activity sensor device, while providing accurate heart rate monitoring, had limitations in terms of predictive capabilities and user-specific insights. The new inventive concept addresses these limitations by incorporating AI-driven predictive analytics, advanced sensor arrays, and power-harvesting technologies to enable real-time health monitoring and personalized coaching.
Detailed Description of the Inventive Concept
The advanced biometric wearable device comprises a biometric data processing unit integrated with an AI module, capable of predicting user-specific heart rate variability based on historical data and real-time physiological signals. The device features a graphene-based sensor array for measuring heart rate variability, electrodermal activity, and other physiological signals, integrated with a power-harvesting module for energy scavenging. The wearable device communicates with a cloud-based analytics platform, which utilizes deep learning models to predict cardiovascular risk and provide personalized health advice to users. The device also includes a method for personalized health coaching, receiving real-time heart activity data, analyzing it using machine learning algorithms, and providing tailored recommendations for physical activity and stress management.
Novelty and Inventive Step
The new claims introduce the innovative combination of AI-driven predictive analytics, advanced sensor technologies, and power-harvesting capabilities, which enables real-time health monitoring and personalized coaching. This represents a significant departure from the original patent, which focused primarily on heart rate monitoring.
Alternative Embodiments and Variations
Alternative embodiments of the inventive concept could include variations in sensor array design, AI algorithm implementations, and power-harvesting technologies. Additionally, the wearable device could be integrated with other health monitoring systems, such as electroencephalography (EEG) or blood glucose monitoring, to provide a more comprehensive health analytics platform.
Potential Commercial Applications and Market
The advanced biometric wearable device has significant commercial potential in the health and wellness industry, particularly in the areas of predictive health analytics, personalized coaching, and preventive medicine. Target industries include fitness, healthcare, and insurance, with potential applications in corporate wellness programs, athletic training, and remote patient monitoring.
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Wearable biomedical sensor technologies, specifically physiological monitoring devices with integrated electronic sensing and data processing systems
Person of Ordinary Skill (PHOSITA) Profile
An electrical engineer or biomedical device designer with expertise in sensor integration, signal processing, embedded systems, and machine learning applications for health monitoring technologies
Obviousness Rationale
A person of ordinary skill would recognize that integrating AI-driven analytics and advanced sensor technologies into a heart activity monitoring device represents a predictable evolution of existing wearable sensor platforms. The source patent establishes a foundational wearable sensor architecture that naturally invites enhancement through contemporary data processing and machine learning techniques. The PTD's variations demonstrate incremental technological improvements that would be obvious to a skilled practitioner seeking to expand the functionality of physiological monitoring devices.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,299 |
|---|---|
| Title | Wearable heart activity sensor device |
| Assignee(s) | Polar Electro Oy |