Telematic Status Code Clustering for State Recognition
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Solution Overview
Problem
Current telematic systems face challenges in accurately recognizing and indicating system states due to varied factors influencing network access, resource sharing, and provider configurations, leading to misleading error messages and incorrect application state reporting.
Innovation Solution
A computer-implemented method that clusters status codes hierarchically and transmits them based on predetermined conditions, allowing for precise recognition and management of system states, reducing error recognition time, and optimizing communication efficiency.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If status codes are transmitted without hierarchical clustering, then all status information is provided to the requester, but the system complexity and processing overhead increase significantly
Solution Approach 1:
The patent segments status codes into hierarchical clusters (e.g., critical, warning, information levels) and transmits only relevant clusters based on system state. This segmentation reduces the volume of transmitted data while maintaining information completeness, directly resolving the contradiction between providing full status information and reducing processing complexity.
Solution Approach 2:
Different hierarchical clusters of status codes are transmitted with different priorities and levels of detail based on local system conditions. Critical status codes are transmitted immediately with high priority, while less critical codes are transmitted with lower priority or aggregated, allowing the system to adapt transmission quality to local needs and reduce overall processing overhead.
2Loss of information
If all status codes are transmitted to the requester, then complete system state information is available, but communication efficiency and processing speed decrease
Solution Approach 1:
The patent extracts only the most relevant status code clusters from the complete set of status codes and transmits them to the requester. By taking out and transmitting only critical or currently relevant status information (e.g., only critical alerts during normal operation), the system maintains complete information availability when needed while improving communication efficiency during routine operations.
Solution Approach 2:
The transmission of status code clusters is made dynamic based on system state. The system adapts which hierarchical clusters are transmitted in real-time - transmitting more detailed information when anomalies are detected and aggregating or reducing transmission during normal operation, thus maintaining information completeness while optimizing communication efficiency dynamically.
3Measurement precision
If status codes from all hierarchical clusters are transmitted, then comprehensive error recognition is achieved, but error recognition time and processing overhead increase
Solution Approach 1:
The patent performs preliminary filtering and prioritization of status code clusters before transmission. Critical status code clusters are pre-identified and prepared for immediate transmission, while less critical clusters are held for later processing. This preliminary action ensures that when errors occur, only the most relevant status information is transmitted first, achieving accurate error recognition without the time penalty of processing all status codes.
Solution Approach 2:
When critical errors are detected, the system skips transmission of non-critical status code clusters and rushes through transmission of only the most relevant critical clusters. This selective skipping allows the system to achieve comprehensive error recognition for critical issues while significantly reducing the time required to transmit and process status information during error conditions.
Data Source
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AI summary
The present invention relates to a computer-implemented method for delivering status information to a requester, comprising providing status codes, clustering the status codes in a number of status codes clusters, hierarchically sorting the status codes clusters and transmitting at least one of the status codes to the requester depending on the hierarchy of the sorted status codes clusters.