RECOMMENDING SENSORS FOR AN APPLICATION USING ELEMENTS OF SERVICE-ORIENTED-ARCHITECTURE AND DESIGN (SOAD)

    公开(公告)号:US20240211772A1

    公开(公告)日:2024-06-27

    申请号:US18544645

    申请日:2023-12-19

    CPC classification number: G06N5/02

    Abstract: Sensors are regularly used to understand physical processing by computing systems and measuring physical quantities using principles of Physics which are then calibrated to yield the value and unit of interest. Some works have tried to generalize analytics across domains. However, they do not consider the problem of selecting sensors for a given application or having sensors as a service bouquet for application developer. Embodiments herein provide a method and system for recommending sensors for an application using elements of service-oriented-architecture and design (SOAD). Herein, the system contains a catalog of services which contain sensors and associated pipelines. These pipelines are used by the application developer along with calibration and fusion models through an Integrated Development and Prototyping Environment (IDPE). The IDPE is used to create application specific artificial intelligence (AI) models which get validated/modified based on prototype environment using the IDPE, which is capable of accepting application deployment data.

Patent Agency Ranking