Smart Resistance Exercise Ecosystem

Publication ID: 24-11857837_0010_PTD

Published: October 28, 2025

Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Smart Resistance Exercise Ecosystem,” Published Technical Disclosure No. 24-11857837_0010_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857837_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. 11,857,837.

Summary of the Inventive Concept

A next-generation, wearable, and immersive resistance exercise system that leverages AI, VR, and biofeedback to provide personalized, real-time feedback and optimal exercise routines, revolutionizing physical therapy and fitness training.

Background and Problem Solved

The original instrumented resistance exercise device, while innovative, has limitations in terms of user engagement, data analysis, and customization. The new inventive concept addresses these limitations by introducing a wearable, modular, and cloud-based system that integrates advanced sensors, AI-driven analytics, and immersive VR experiences to provide a more comprehensive and effective resistance exercise solution.

Detailed Description of the Inventive Concept

The Smart Resistance Exercise Ecosystem comprises a wearable smart garment with integrated sensors, a virtual reality-based resistance exercise device, a biofeedback-enabled device utilizing EEG or EMG signals, and a modular, 3D-printed device that can be customized and reconfigured. The system leverages AI-driven analytics and cloud-based data aggregation to provide personalized exercise recommendations, real-time feedback, and optimal exercise routines. The immersive VR experiences simulate real-world environments, adapting exercise protocols based on user performance and progress.

Novelty and Inventive Step

The new inventive concept introduces a paradigm shift in resistance exercise technology by integrating wearable sensors, AI-driven analytics, and immersive VR experiences, providing a more comprehensive and effective solution that surpasses the limitations of the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the Smart Resistance Exercise Ecosystem could include a mobile app-based system, a desktop-based system, or a hybrid system combining wearable and virtual reality components. Variations could include different types of sensors, AI algorithms, and VR environments to cater to specific user needs and preferences.

Potential Commercial Applications and Market

The Smart Resistance Exercise Ecosystem has vast commercial potential in the physical therapy, fitness, and healthcare industries, with applications in rehabilitation, athletic training, and wellness programs. The system's modular and customizable design enables it to cater to diverse user needs, making it an attractive solution for a wide range of markets and industries.

CPC Classifications

Section	Class	Group
A	A63	A63B24/0062
A	A63	A63B21/00043
A	A63	A63B21/0552
A	A63	A63B21/4035
A	A63	A63B2220/17
A	A63	A63B2220/51
A	A63	A63B2220/62
A	A63	A63B2220/833
A	A63	A63B2225/50

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Exercise Technology and Biomechanical Instrumentation, involving wearable sensors, exercise monitoring systems, and adaptive fitness technologies with expertise in sensor integration, wireless communication, and performance tracking

Person of Ordinary Skill (PHOSITA) Profile

A professional with advanced engineering or biomedical background, familiar with sensor technologies, wireless communication protocols, exercise biomechanics, and digital health platforms, capable of integrating multiple technological domains

Obviousness Rationale

A PHOSITA would recognize that the PTD's proposed variations represent predictable technological extensions of the source patent's core instrumented resistance exercise device concept. The fundamental framework of sensing exercise performance, wirelessly transmitting data, and providing performance insights remains consistent. The PTD introduces additional layers of technological sophistication through AI, VR, and advanced sensor integration, which would be considered natural evolutionary steps in exercise technology.

Obvious Combinations & Variations

Source Patent Element

Force sensing assembly with wireless communication module for exercise data transmission

PTD Variation

AI-driven analytics platform with cloud-based data aggregation and personalized exercise recommendations

Obviousness Reasoning

A PHOSITA would recognize that extending data collection to include machine learning analysis represents a predictable technological progression in performance tracking systems

Source Patent Element

Resistance band with integrated force sensors

PTD Variation

Wearable smart garment with integrated biometric and motion sensors

Obviousness Reasoning

Integrating additional sensor types into exercise monitoring equipment would be an obvious design optimization for a skilled practitioner seeking more comprehensive performance data

Source Patent Element

Bluetooth Low Energy communication for data transmission

PTD Variation

Virtual reality environment with real-time exercise protocol adaptation

Obviousness Reasoning

Expanding wireless communication capabilities to support immersive, interactive exercise experiences represents a logical technological evolution using known communication protocols

Source Patent Element

Small-form factor force-sensitive resistor for exercise measurement

PTD Variation

3D-printed modular device with customizable sensor configurations

Obviousness Reasoning

Leveraging advanced manufacturing techniques to create adaptable sensor platforms would be an obvious design approach for a PHOSITA seeking flexible exercise monitoring solutions

Source Patent Element

Exercise performance tracking system

PTD Variation

Biofeedback-enabled device utilizing EEG and EMG signal integration

Obviousness Reasoning

Incorporating neurological and muscular signal monitoring represents a predictable enhancement to existing exercise performance tracking technologies

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857837 and the disclosed technological variations, a person of ordinary skill in the art would find the proposed Smart Resistance Exercise Ecosystem claims obvious and lacking inventive step. The systematic integration of AI, VR, advanced sensors, and personalized analytics represents foreseeable technological progression within the established framework of instrumented exercise monitoring systems.

Original Patent Information

Patent Number	US 11,857,837
Title	Instrumented resistance exercise device
Assignee(s)	The Trustees of Dartmouth College