Adaptive Dynamic Motion Force Sensor Module

Publication ID: 24-11857843_0010_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Adaptive Dynamic Motion Force Sensor Module,” Published Technical Disclosure No. 24-11857843_0010_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857843_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. 11,857,843.

Summary of the Inventive Concept

A next-generation dynamic force module that leverages machine learning, artificial intelligence, and wearable devices to provide real-time, personalized, and adaptive force tracking and motor control during physical activity.

Background and Problem Solved

The original Dynamic Motion Force Sensor Module, while innovative, has limitations in terms of real-time adaptability and personalized force tracking. The new inventive concept addresses these limitations by integrating machine learning algorithms, wearable devices, and cloud-based platforms to provide a more advanced and user-centric experience.

Detailed Description of the Inventive Concept

The Adaptive Dynamic Motion Force Sensor Module consists of a wearable device with integrated torque sensors and machine learning algorithms that predict and adapt to user performance in real-time. The module is connected to a cloud-based platform that stores and analyzes user data to optimize exercise routines. Additionally, the module features a self-learning algorithm that adjusts force output based on user performance and feedback, and a real-time analytics platform for tracking user progress and providing personalized coaching. The module can be integrated into various applications, including virtual reality-based physical activity systems and smart gym equipment systems.

Novelty and Inventive Step

The new inventive concept introduces a paradigm shift in dynamic force tracking and motor control by integrating machine learning, artificial intelligence, and wearable devices. The inventive step lies in the real-time adaptability and personalized force tracking capabilities, which are not present in the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the Adaptive Dynamic Motion Force Sensor Module could include variations in sensor types, machine learning algorithms, and cloud-based platform architectures. Additionally, the module could be integrated into other applications, such as sports equipment, medical rehabilitation devices, or industrial machinery.

Potential Commercial Applications and Market

The Adaptive Dynamic Motion Force Sensor Module has significant commercial potential in the fitness, sports, and healthcare industries, with potential applications in personalized fitness training, injury prevention, and rehabilitation. The module could also be integrated into industrial machinery and equipment, enabling real-time monitoring and optimization of mechanical forces.

CPC Classifications

SectionClassGroup
A A63 A63B24/0087
A A63 A63B21/0058
A A63 A63B21/153
A A63 A63B24/0062
A A63 A63B71/0054
A A63 A63B71/0622
A A63 A63B2024/0093
A A63 A63B2071/0072
A A63 A63B2071/0625
A A63 A63B2220/51
A A63 A63B2220/833
A A63 A63B2225/50

Original Patent Information

Patent NumberUS 11,857,843
TitleDynamic motion force sensor module
Assignee(s)Dynamic Accession, LLC