Intelligent Adaptive Resistance Training System

Publication ID: 24-11857821_0005_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Intelligent Adaptive Resistance Training System,” Published Technical Disclosure No. 24-11857821_0005_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857821_0005_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. 11,857,821.

Summary of the Inventive Concept

An advanced resistance training system that leverages AI, machine learning, and IoT technologies to provide personalized, real-time adaptive resistance training experiences, revolutionizing the fitness industry.

Background and Problem Solved

The original patent's resistance device and training machine, although innovative, have limitations in terms of adaptability and user experience. The new inventive concept addresses these limitations by integrating cutting-edge technologies to create a more immersive, efficient, and effective training environment.

Detailed Description of the Inventive Concept

The Intelligent Adaptive Resistance Training System comprises a neural network-based control unit, a wearable sensor array, and a cloud-based platform. The control unit dynamically adjusts resistance levels based on real-time user performance data, while the wearable sensor array tracks muscle activity, movement patterns, and physiological parameters. The cloud-based platform analyzes user data, generates customized training programs, and enables remote training sessions and real-time feedback between users and trainers. The system also incorporates virtual reality and haptic feedback modules to simulate real-world exercise conditions and provide a more engaging user experience.

Novelty and Inventive Step

The new claims introduce a paradigm shift in resistance training by integrating AI, machine learning, and IoT technologies to create a highly adaptive and personalized training experience. The inventive step lies in the seamless integration of these technologies to provide real-time feedback, adaptive resistance, and immersive training environments, which is not disclosed in the original patent.

Alternative Embodiments and Variations

Alternative embodiments may include the use of different AI algorithms, various wearable sensor designs, or the integration of augmented reality components. Variations may also include adaptations for specific fitness goals, age groups, or physical abilities, ensuring broad conceptual coverage and potential applications.

Potential Commercial Applications and Market

The Intelligent Adaptive Resistance Training System has vast commercial potential in the fitness industry, with applications in gyms, rehabilitation centers, and home fitness settings. The system's adaptability and personalization capabilities make it an attractive solution for fitness enthusiasts, athletes, and individuals with specific fitness goals or physical limitations.

Original Patent Information

Patent NumberUS 11,857,821
TitleResistance device and resistance training machine having the resistance device
Assignee(s)ACUFIT ENTERPRISE CO., LTD.