Activity Identification System Using Sensor Fusion and Gamification
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Individuals face challenges in maintaining motivation for regular exercise, particularly with repetitive motions, and existing systems often fail to engage users by separating athletic activities from daily life, neglecting their interests.
Innovation Solution
A personal training system that uses multi-purpose electronic devices and sensors to monitor athletic movements, classify activities, and calculate energy expenditure points, encouraging engagement through a user-friendly interface and social competition.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If exercise is separated from enjoyable aspects of daily life and treated as work or chore, then athletic activity can be tracked and measured, but user motivation and engagement decrease
Solution Approach 1:
The patent merges athletic activity tracking with enjoyable daily activities by integrating exercise into hobbies and leisure pursuits. The system combines measurement functionality with entertainment elements, allowing users to track athletic activities while engaging in enjoyable pursuits, thereby eliminating the separation between exercise and enjoyable aspects of daily life
Solution Approach 2:
The patent converts the potentially negative perception of exercise as work or chore into a beneficial motivational tool by implementing reward systems, social competition features, and gamification elements. These features transform the枯燥 nature of repetitive exercise into an engaging experience that provides psychological rewards and social recognition
2Measurement precision
If athletic activity services focus on particular activities, then specific sports can be monitored accurately, but user interest decreases when their interests are ignored
Solution Approach 1:
The patent implements a universal activity tracking system that can monitor multiple types of activities beyond traditional athletic exercises. The system is designed to track various hobbies and leisure pursuits including crafting, gardening, and other non-traditional activities, making it adaptable to diverse user interests while maintaining accurate measurement capabilities through advanced sensor fusion and activity recognition algorithms
3Productivity
If repetitive motions are used in exercise regimens, then fitness goals can be achieved, but user motivation becomes difficult to maintain
Solution Approach 1:
The patent implements periodic variation in exercise routines by automatically adjusting workout parameters, introducing variety in repetitive motions, and scheduling different types of activities over time. The system uses periodic feedback loops to modify exercise intensity, type, and duration based on user performance and engagement levels, preventing monotony while maintaining fitness progress
Solution Approach 2:
The patent employs continuous feedback mechanisms that provide real-time monitoring of exercise performance, social comparison data, and progress tracking. The system delivers immediate feedback through mobile devices, including performance metrics, achievement badges, and social recognition from peers, which maintains motivation during repetitive exercise routines by making progress visible and rewarding
Data Source
Figure 1A
Figure 1B
Figure 2A~2B
AI summary
Systems and method for calculating energy expenditure values and activity points are provided. One or more devices may use an accelerometer and/or other sensors to monitor activity of a user. The user may identify the activity via one of the devices, a mobile phone, a computer device or another device. Activity points or energy expenditure values may be calculated from data received from sensors and the identification provided by the user.