Data Decision Apparatus for Wearable Perception Data Analysis
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Solution Overview
Problem
The proliferation of wearable and implantable human body devices generates fragmented data, making it challenging to provide accurate and effective analysis of the data collected by multiple devices simultaneously.
Innovation Solution
A data decision method and system that involves a data decision apparatus and a cloud server, where the apparatus determines analysis conditions including storage space, computing rate, and communication rate information to process perception data from human body devices, performing lightweight data analysis locally and comprehensive data analysis remotely, ensuring rapid and accurate data analysis and decision-making.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Speed
If data analysis is performed locally on the data decision apparatus, then response speed is improved, but computing resource consumption increases
Solution Approach 1:
The patent segments data analysis into two parts: lightweight analysis performed locally on the data decision apparatus for immediate response, and comprehensive analysis performed remotely on the cloud server for thorough processing. This segmentation allows the system to achieve fast response speeds for critical decisions while avoiding excessive computing resource consumption by offloading complex analysis to the cloud.
2Measurement precision
If comprehensive data analysis is performed remotely on the cloud server, then analysis accuracy is improved, but communication time increases
Solution Approach 1:
The patent implements preliminary lightweight data analysis on the data decision apparatus before transmitting data to the cloud server. This preliminary action pre-processes the data, extracting key features and reducing data volume, which subsequently improves analysis accuracy on the cloud server while minimizing communication time by transmitting only essential data rather than raw comprehensive datasets.
3Adaptability or versatility
If multiple human body devices are used to collect data, then data coverage is improved, but data fragmentation increases
Solution Approach 1:
The patent merges data from multiple human body devices (wearable devices, implantable devices, and other sensing devices) on the data decision apparatus. This combining process integrates fragmented data into a unified dataset, maintaining comprehensive data coverage from multiple sources while reducing data fragmentation through centralized data management and coordination on the data decision apparatus.
Data Source
AI summary
A data decision method, apparatus and system relate to the field of communications technologies, where they accurately and effectively analyze information included in fragmented data. The method includes obtaining, by a data decision apparatus, analysis conditions for data analysis, reporting, by the data decision apparatus, the analysis conditions to a cloud server such that the cloud server determines, according to the analysis conditions, a first data type that the data decision apparatus can process, obtaining, by the data decision apparatus, first data satisfying the first data type, where the first data is perception data generated by a human body device, performing, by the data decision apparatus, data analysis and data decision on the first data, and generating first decision data, where the first decision data is decision information of a data characteristic reflected for the first data.