Computer platform for development and deployment of sensor data based applications and services
First Claim
1. An intelligent transportation system comprising:
- an unified infrastructure platform comprising a plurality of hardware &
software components, a plurality of infrastructure services, Application Program Interfaces (APIs), Software Development Kits (SDKs), wherein the plurality of infrastructure services are capable of executing algorithms, functions and calls required for developing a suite of sensor driven applications;
a plurality of sensor devices intermittently connected with the infrastructure platform by means of communication networks, wherein the plurality of sensor devices are capable of transmitting sensor data feeds to the infrastructure platform where the suite of sensor driven applications are to be developed corresponding to the sensor data feeds; and
a vehicle telemetry application development platform electronically coupled with the infrastructure platform for facilitating the development of the suite of sensor driven applications by;
enabling a plurality of application developers to select services and algorithms, from the plurality of infrastructure services, relevant in context with domain of the suite of sensor driven applications;
enabling the plurality of application developers to develop the suite of sensor driven applications and algorithms thereof using the services selected from the plurality of infrastructure services;
enabling real time analysis of sensor data based on the sensor data feeds captured from the plurality of sensor devices by invoking device management adapters for the plurality of sensor devices;
storing said sensor data in a plurality of assorted formats, said sensor data captured from the plurality of sensor devices in a database connected to the unified infrastructure platform, wherein the sensor data captured is transformed to enable the plurality of application developers to develop and test the suite of sensor driven applications such that privacy related to the sensor data captured is protected;
enabling exchange of a plurality of sensor related events across the suite of sensor driven applications and the plurality of infrastructure services through a messaging infrastructure;
performing a scalable real-time data analytics on relevant sensor based information using at least one of machine learning packages, statistical processing packages, rule engines, complex event and stream processing, and knowledge driven processing to derive insights, inferences and visualized data of the relevant sensor based information;
facilitating instant development, deployment, and management of the suite of sensor driven applications, wherein the suite of sensor driven applications facilitates vehicle anomaly detection and prognosis and wherein the vehicle anomaly detection and the prognosis enable safety and security of a vehicle; and
integrating a plurality of software components, libraries, said infrastructure services, one or more software development tools to said infrastructure platform, wherein the intelligent transportation platform further facilitates plugging-in the suite of sensor driven applications on the infrastructure services for facilitating application development and thereby enabling data reusability.
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Abstract
A method and system for real-time analytics of sensor-based data is disclosed. Also disclosed is a Cloud-based Paltform-as-a-Service (PaaS) offering for sensor driven applications with services and features for their complete life-cycle management including prompt development, testing, deployment and so forth. The method of the present disclosure enables real-time tracking of various physical parameters and attributes related to smart-spaces using sensor devices implemented in the premises of the smart-space environment and using crowd-sourced user input data. Further, the parameters obtained are sent to the cloud-computing server, wherein the analytics are performed in real-time based on the obtained parameters.
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Citations
22 Claims
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1. An intelligent transportation system comprising:
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an unified infrastructure platform comprising a plurality of hardware &
software components, a plurality of infrastructure services, Application Program Interfaces (APIs), Software Development Kits (SDKs), wherein the plurality of infrastructure services are capable of executing algorithms, functions and calls required for developing a suite of sensor driven applications;a plurality of sensor devices intermittently connected with the infrastructure platform by means of communication networks, wherein the plurality of sensor devices are capable of transmitting sensor data feeds to the infrastructure platform where the suite of sensor driven applications are to be developed corresponding to the sensor data feeds; and a vehicle telemetry application development platform electronically coupled with the infrastructure platform for facilitating the development of the suite of sensor driven applications by; enabling a plurality of application developers to select services and algorithms, from the plurality of infrastructure services, relevant in context with domain of the suite of sensor driven applications; enabling the plurality of application developers to develop the suite of sensor driven applications and algorithms thereof using the services selected from the plurality of infrastructure services; enabling real time analysis of sensor data based on the sensor data feeds captured from the plurality of sensor devices by invoking device management adapters for the plurality of sensor devices; storing said sensor data in a plurality of assorted formats, said sensor data captured from the plurality of sensor devices in a database connected to the unified infrastructure platform, wherein the sensor data captured is transformed to enable the plurality of application developers to develop and test the suite of sensor driven applications such that privacy related to the sensor data captured is protected; enabling exchange of a plurality of sensor related events across the suite of sensor driven applications and the plurality of infrastructure services through a messaging infrastructure; performing a scalable real-time data analytics on relevant sensor based information using at least one of machine learning packages, statistical processing packages, rule engines, complex event and stream processing, and knowledge driven processing to derive insights, inferences and visualized data of the relevant sensor based information; facilitating instant development, deployment, and management of the suite of sensor driven applications, wherein the suite of sensor driven applications facilitates vehicle anomaly detection and prognosis and wherein the vehicle anomaly detection and the prognosis enable safety and security of a vehicle; and integrating a plurality of software components, libraries, said infrastructure services, one or more software development tools to said infrastructure platform, wherein the intelligent transportation platform further facilitates plugging-in the suite of sensor driven applications on the infrastructure services for facilitating application development and thereby enabling data reusability. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. A method for providing an intelligent transportation platform, the method comprising:
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integrating a plurality of infrastructure services on the intelligent transportation platform, wherein the plurality of infrastructure services are capable of executing algorithms, functions and calls to develop a suite of sensor driven applications corresponding to sensor data feeds received from a plurality of sensor devices; electronically coupling a vehicle telemetry application development platform with an infrastructure platform for facilitating the development of the suite of sensor driven applications by; enabling a plurality of application developers to select services and algorithms, from the plurality of infrastructure services, relevant in context with domain of the suite of sensor driven applications to be developed thereof; configuring the intelligent transportation platform to enable the plurality of application developers to develop the suite of sensor driven applications and algorithms thereof using the services selected from the plurality of infrastructure services; enabling real time analysis of sensor data based on the sensor data feeds captured from the plurality of sensor devices by invoking device management adapters for the plurality of sensor devices; storing said sensor data in a plurality of assorted formats, said sensor data captured from the plurality of sensor devices in a database connected to the unified infrastructure platform, wherein the sensor data captured is transformed to enable the plurality of application developers to develop and test the suite of sensor driven applications such that privacy related to the sensor data captured is protected; enabling exchange of a plurality of sensor related events across the suite of sensor driven applications and the plurality of infrastructure services through a messaging infrastructure; performing scalable real-time data analytics on relevant sensor based information using at least one of machine learning packages, statistical processing packages, rule engines, complex event and stream processing, and knowledge driven processing to derive insights, inferences and visualized data of the relevant sensor based information; facilitating instant development, deployment, and management of the suite of sensor driven applications, wherein the suite of sensor driven applications facilitates vehicle anomaly detection and prognosis and wherein the vehicle anomaly detection and the prognosis enable safety and security of a vehicle; and integrating a plurality of software components, libraries, said infrastructure services, one or more software development tools to said infrastructure platform, wherein the intelligent transportation platform further facilitates plugging-in the suite of sensor driven applications on the infrastructure services for facilitating application development and thereby enabling data reusability. - View Dependent Claims (14, 15, 16, 17, 18, 19, 20, 21, 22)
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Specification