Adaptive Wearable Devices for Performance Monitoring and Injury Prevention

Publication ID: 24-11857434_0002_PTD
Published: October 28, 2025
Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Adaptive Wearable Devices for Performance Monitoring and Injury Prevention,” Published Technical Disclosure No. 24-11857434_0002_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857434_0002_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. 11,857,434.

Summary of the Inventive Concept

The inventive concept applies the core technology of the original spinal implant patent to wearable devices for athletic performance monitoring and injury prevention, as well as livestock behavior tracking and agricultural practice optimization.

Background and Problem Solved

The original spinal implant patent addressed the need for implants with resilient, elastic or flexible arms. However, the limitations of the original patent are its specificity to spinal implants and lack of consideration for other industries. This inventive concept solves the problem of limited applicability by adapting the core technology to new industries.

Detailed Description of the Inventive Concept

The new inventive concept involves wearable devices with at least one resilient, elastic or flexible arm adapted to have an arm axis that becomes generally parallel to an axis of a sensor that is received in the wearable device. This enables the device to accurately monitor athletic performance, detect abnormal movement patterns, and track livestock behavior. The wearable device can be secured to a user's or animal's body, and the sensor data can be used to generate personalized training recommendations, optimize agricultural practices, and prevent injuries.

Novelty and Inventive Step

The new claims introduce a novel application of the original spinal implant technology to wearable devices, which is non-obvious and unexpected in the art. The inventive step lies in the adaptation of the resilient arm design to accommodate sensors and enable accurate data collection in various industries.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include variations in wearable device design, sensor types, and data analysis algorithms. For example, the wearable device could be adapted for use in extreme sports, or the sensor could be replaced with a camera or microphone for enhanced data collection.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the sports technology, livestock monitoring, and agricultural industries. The wearable devices could be marketed to professional sports teams, athletes, and livestock farmers, offering a competitive edge in performance monitoring and injury prevention.

CPC Classifications

SectionClassGroup
A A61 A61F2/4455
A A61 A61F2/447
A A61 A61F2002/30004
A A61 A61F2002/30014
A A61 A61F2002/30131
A A61 A61F2002/30383
A A61 A61F2002/30593
A A61 A61F2002/30604
A A61 A61F2002/30787
A A61 A61F2002/30904

Field of Art

Biomedical engineering and wearable sensor technologies, specifically focused on biomechanical monitoring systems with adaptive structural elements for medical, athletic, and agricultural applications

Person of Ordinary Skill (PHOSITA) Profile

A biomedical engineer or technical professional with expertise in sensor integration, biomechanical monitoring, and adaptive mechanical systems, holding at least a master's degree with 3-5 years of experience in medical device or wearable technology design

Obviousness Rationale

The PTD represents a straightforward technological translation of the source patent's core mechanical principle of a resilient, adaptable arm mechanism from spinal implants to wearable sensor platforms. A PHOSITA would recognize the fundamental similarity in structural design - a flexible arm that dynamically aligns with an inserted component - and understand that such a mechanism could be readily adapted across different technological domains with predictable results.

Obvious Combinations & Variations

Source Patent Element
Resilient, elastic arm with ability to align with inserted component axis
PTD Variation
Applying the resilient arm mechanism to wearable devices with sensors for performance tracking
Obviousness Reasoning
Known technique of transferring mechanical design principles between related technological domains, with predictable alignment and sensing capabilities
Source Patent Element
Integral one-piece construction with aperture-based arm integration
PTD Variation
Creating wearable devices with integrated flexible arms for sensor mounting
Obviousness Reasoning
Straightforward design adaptation using standard engineering design choices and material substitution techniques
Source Patent Element
Biomechanical positioning mechanism
PTD Variation
Extending positioning mechanism to athletic performance and livestock monitoring applications
Obviousness Reasoning
Predictable extension of sensing technology into adjacent fields with similar mechanical and data collection requirements
Source Patent Element
Implantable device with adaptive structural elements
PTD Variation
Transforming adaptive structure into externally wearable monitoring platform
Obviousness Reasoning
Logical technological progression using known sensor integration and biomechanical tracking principles
Source Patent Element
Mechanical arm with dynamic axial alignment capabilities
PTD Variation
Implementing similar alignment mechanism for multi-domain sensor platforms
Obviousness Reasoning
Recognized engineering approach of technology transfer using established mechanical design principles
35 U.S.C. § 103 Summary: Based on US Patent 11857434's disclosed spinal implant technology, the present publication demonstrates that the claimed wearable sensor systems with resilient, axially-adaptive arms represent an obvious technological variation obvious to a person having ordinary skill in biomedical engineering, thereby constituting valid prior art that would render similar claims unpatentable under standard obviousness analysis.

Original Patent Information

Patent NumberUS 11,857,434
TitleSpinal implant and assembly
Assignee(s)X-Spine Systems, Inc.