Intelligent Exercise Systems with Adaptive Resistance and Immersive Feedback

Publication ID: 24-11857822_0010_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Intelligent Exercise Systems with Adaptive Resistance and Immersive Feedback,” Published Technical Disclosure No. 24-11857822_0010_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857822_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. 11,857,822.

Summary of the Inventive Concept

This inventive concept envisions a next-generation exercise machine that integrates artificial intelligence, wearable technology, and virtual reality to provide a personalized, immersive, and adaptive workout experience.

Background and Problem Solved

The original reciprocating transmission structure of an exercise machine, as described in the original patent, is limited by its mechanical nature and lack of adaptability to individual users. The present inventive concept addresses these limitations by incorporating AI-driven resistance adjustment, wearable bio-sensing, and virtual reality simulation to create a more engaging and effective exercise experience.

Detailed Description of the Inventive Concept

The hybrid exercise machine comprises a reciprocating transmission structure, an artificial intelligence module, and a wearable exercise device incorporating a miniaturized reciprocating transmission structure. The AI module adjusts the resistance of the exercise machine based on the user's exercise data and preferences. The wearable device includes a bio-sensing module for monitoring the user's physiological responses during exercise. The virtual reality exercise system integrates the reciprocating transmission structure with a virtual reality module to simulate real-world exercise scenarios and provide immersive feedback to the user. The modular exercise machine features interchangeable reciprocating transmission structures, each designed for a specific exercise type, and a user interface for selecting and configuring the exercise machine for a particular workout. The self-balancing exercise machine incorporates a gyroscopic stabilizer and a reciprocating transmission structure, wherein the gyroscopic stabilizer adjusts the exercise machine's center of gravity to provide a more stable and efficient workout.

Novelty and Inventive Step

The new claims introduce a paradigm shift in exercise machine technology by integrating AI, wearable technology, and virtual reality to create a highly adaptive and immersive workout experience. The inventive concept's novelty lies in its ability to adjust resistance, monitor physiological responses, and simulate real-world exercise scenarios in a single, integrated system.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include the integration of augmented reality, machine learning algorithms for personalized coaching, or the use of haptic feedback to enhance the user experience. Variations of the modular exercise machine could include different exercise types, such as strength training or cardio, and different wearable devices, such as smartwatches or fitness trackers.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the fitness industry, with potential applications in home fitness, commercial gyms, and rehabilitation centers. The target market includes health-conscious individuals, fitness enthusiasts, and athletes seeking a more engaging and effective workout experience.

Field of Art

Exercise machine design and mechanical transmission systems, focusing on reciprocating motion mechanisms for fitness equipment with expertise in mechanical engineering, biomechanics, and motion transfer technologies

Person of Ordinary Skill (PHOSITA) Profile

A mechanical engineer with 5-7 years of experience in exercise equipment design, familiar with transmission mechanisms, motion control systems, and emerging fitness technology integration techniques

Obviousness Rationale

A PHOSITA would recognize that the published technical disclosure represents predictable variations of the source patent's core reciprocating transmission structure by applying known technological integration techniques. The AI-driven resistance adjustment and virtual reality simulation are logical extensions of existing exercise machine design principles. The modular and adaptive approach represents an incremental innovation that combines known technological elements in a foreseeable manner.

Obvious Combinations & Variations

Source Patent Element
Reciprocating transmission structure with rotating shaft and parallel vertical motion members
PTD Variation
Integration of AI module to dynamically adjust machine resistance based on user performance
Obviousness Reasoning
Adaptive resistance control is a predictable enhancement using standard control systems and machine learning techniques applied to existing mechanical exercise equipment
Source Patent Element
Exercise machine with rotating wheels and transmission mechanisms
PTD Variation
Virtual reality module simulating exercise scenarios through reciprocating transmission structure
Obviousness Reasoning
Augmenting exercise equipment with immersive feedback is a known technique in fitness technology, representing a straightforward design modification
Source Patent Element
Stationary frame with reciprocating motion components
PTD Variation
Modular exercise machine with interchangeable transmission structures for different exercise types
Obviousness Reasoning
Designing modular exercise equipment with configurable components is an obvious solution for providing versatile fitness experiences using standard mechanical design principles
Source Patent Element
Rotating shaft and transmission mechanism
PTD Variation
Wearable device incorporating miniaturized reciprocating transmission structure with bio-sensing capabilities
Obviousness Reasoning
Miniaturization and sensor integration are predictable technological progressions in exercise equipment design
Source Patent Element
Exercise machine transmission structure
PTD Variation
Self-balancing exercise machine with gyroscopic stabilizer adjusting center of gravity
Obviousness Reasoning
Implementing stabilization technologies in exercise equipment represents a known approach to improving user experience and machine performance
35 U.S.C. § 103 Summary: Based on US Patent 11857822's disclosure of a reciprocating transmission structure, the present publication demonstrates that the claimed variations would have been obvious to a person having ordinary skill in the art at the time of invention. The incremental technological enhancements represent predictable combinations of known mechanical and computational techniques, thereby rendering potential patent claims obvious and unpatentable under 35 U.S.C. ยง 103.

Original Patent Information

Patent NumberUS 11,857,822
TitleReciprocating transmission structure of exercise machine
Assignee(s)Great Fitness Industrial Co., Ltd.