Instrumented Resistance Exercise Technology for Diverse Applications

Publication ID: 24-11857837_0007_PTD
Published: October 28, 2025
Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Instrumented Resistance Exercise Technology for Diverse Applications,” Published Technical Disclosure No. 24-11857837_0007_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857837_0007_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

Expanding the core technology of instrumented resistance exercise devices to novel industries and use cases, enabling innovative solutions for agricultural crop health, building structural integrity, athletic performance, manufacturing process optimization, and landslide risk monitoring.

Background and Problem Solved

The original patent, focused on physical therapy and strength training, limited the technology's potential. This inventive concept addresses the need for adaptable, high-precision force measurement and data transmission in various fields, solving the problem of inadequate monitoring and analysis in these domains.

Detailed Description of the Inventive Concept

The inventive concept comprises instrumented resistance exercise devices, modified and adapted for diverse applications. In agricultural crop health, devices are distributed throughout fields to measure soil resistance, transmitting data for crop yield prediction. In building structural integrity, devices measure resistance to compression forces in building materials, transmitting data to cloud-based analytics platforms. In athletic performance, wearable devices integrate instrumented resistance exercise technology to monitor muscle fatigue and provide real-time feedback. In manufacturing process optimization, devices measure resistance forces applied to materials, transmitting data to machine learning algorithms for predictive modeling. In landslide risk monitoring, arrays of devices embedded in soil matrices measure changes in soil resistance, transmitting data to remote monitoring stations for analysis and alert generation.

Novelty and Inventive Step

The new claims introduce non-obvious applications of the instrumented resistance exercise technology, expanding its scope beyond physical therapy and strength training. The inventive concept's novelty lies in its adaptability, precision, and data transmission capabilities, enabling innovative solutions in diverse industries.

Alternative Embodiments and Variations

Alternative embodiments may include devices with modified force sensors, wireless communication protocols, or data analytics platforms. Variations could involve integrating the technology into existing equipment, such as agricultural machinery or building inspection tools, or developing new form factors, like handheld devices for on-site measurements.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in various industries, including agriculture, construction, sports technology, manufacturing, and environmental monitoring. The market demand for innovative, data-driven solutions in these fields is substantial, and the inventive concept's adaptability and precision make it an attractive solution for companies seeking to improve their operations and decision-making processes.

CPC Classifications

SectionClassGroup
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

Field of Art

Instrumented exercise and measurement technologies, specifically sensor-based systems for force measurement, data transmission, and performance tracking across biomechanical and industrial applications

Person of Ordinary Skill (PHOSITA) Profile

An engineer with expertise in sensor technologies, wireless communication, data analytics, and interdisciplinary system design, capable of adapting sensor technologies across multiple domains

Obviousness Rationale

A PHOSITA would recognize the fundamental technical components of the source patent's instrumented resistance exercise device as readily adaptable to diverse measurement contexts. The core technological elements - force sensing, wireless data transmission, and real-time analytics - represent generalizable capabilities that can be systematically applied across multiple technical domains. The PTD demonstrates predictable extensions of these core technological principles by substituting measurement contexts while maintaining substantially identical technical architecture.

Obvious Combinations & Variations

Source Patent Element
Force sensor measuring resistance during exercise movements
PTD Variation
Force sensor measuring soil resistance in agricultural contexts
Obviousness Reasoning
Substituting measurement context while maintaining identical sensing methodology represents a predictable design variation within sensor technology's established practices
Source Patent Element
Bluetooth Low Energy wireless communication module for data transmission
PTD Variation
Wireless communication for transmitting structural integrity or landslide monitoring data
Obviousness Reasoning
Wireless communication protocols represent a known technique for remote sensor data transmission, with predictable results across different measurement domains
Source Patent Element
Small-form factor force-sensitive resistor for measuring exercise resistance
PTD Variation
Identical sensor technology applied to manufacturing process force measurements
Obviousness Reasoning
Applying identical sensor technology to alternative measurement contexts represents an obvious design choice with foreseeable technical outcomes
Source Patent Element
Data collection and transmission system for tracking physical exercise performance
PTD Variation
Data collection system for monitoring athletic muscle fatigue in extreme sports
Obviousness Reasoning
Extending performance tracking technologies to adjacent biomechanical domains represents a straightforward technological adaptation
Source Patent Element
Resistance band with integrated force sensing capabilities
PTD Variation
Instrumented resistance measurement devices embedded in soil or building materials
Obviousness Reasoning
Translating flexible sensor integration techniques across material contexts represents a predictable engineering solution
35 U.S.C. § 103 Summary: Based on US Patent 11857837's disclosure of instrumented resistance measurement technologies, the present publication demonstrates that a person having ordinary skill in the art would find the disclosed technological variations obvious, as they represent systematic extensions of known sensor integration, wireless communication, and data analytics techniques across multiple technical domains, thereby rendering potential derivative claims obvious and unpatentable.

Original Patent Information

Patent NumberUS 11,857,837
TitleInstrumented resistance exercise device
Assignee(s)The Trustees of Dartmouth College