Cloud Platform for Vehicle Telemetry Data Reusability
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Solution Overview
Problem
Current vehicular applications are limited to specific activities and lack a unified platform for developing and deploying multiple vehicular telemetry applications, hindering data reusability and integration of various services in the intelligent transportation system.
Innovation Solution
A cloud-computing platform providing a suite of services including sensor-based analytics, feature extraction, classification, clustering, and visualization, enabling real-time data capture, storage, and deployment of telemetry applications, with data reusability and context-aware services for developing novel applications that monitor vehicle and road conditions, driver habits, and passenger behaviors.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If multiple standalone vehicular applications are developed for specific activities, then specific monitoring functions are achieved, but data reusability and service integration are hindered
Solution Approach 1:
The patent implements a unified vehicular telemetry platform that provides multiple services (sensor data capture, storage, analytics, application deployment) through a single integrated system. The platform uses common data structures and service interfaces that can be reused across different telemetry applications, eliminating the need for each application to independently implement data collection and storage mechanisms.
2Adaptability or versatility
If a unified platform is created for multiple vehicular telemetry applications, then data reusability and service integration are improved, but platform complexity increases
Solution Approach 1:
The unified platform is divided into distinct modular services including sensor data capture service, data storage service, analytics service, and application deployment service. Each service operates independently with well-defined interfaces, allowing them to be developed, maintained, and scaled separately while contributing to the overall platform functionality.
Solution Approach 2:
The patent introduces standardized data structures and service interfaces as intermediaries between different platform components. These intermediaries enable seamless data flow and communication between services without requiring direct integration between each component, thereby managing complexity through abstraction layers.
3Ease of operation
If standalone applications are deployed on smartphones or telematics platforms, then specific telemetry functions are provided, but integration with other services is limited
Solution Approach 1:
The patent combines previously separate functions (data capture, storage, analytics, and application deployment) into a single integrated vehicular telemetry platform. This merging enables applications to access multiple services through unified interfaces, improving service integration while maintaining ease of deployment through the platform's standardized application interface.
Data Source
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AI summary
A computing platform for intelligent development, deployment and management of vehicle telemetry applications is disclosed herein. Further, the present invention provides a method and system that enables provision of Intelligent Transportation Service on the Cloud-based Platform that facilitates creation and deployment of vehicle telemetry applications configured for enabling traffic measurements, traffic shaping, vehicle surveillance and other vehicle related services.