Method and system for using virtual sensor in Internet of Things
A virtual sensor and Internet of Things technology, applied in the field of Internet of Things, can solve the problems of high cost of physical sensors and related hardware, inability to measure other physical phenomena, and unreliability
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Embodiment 1
[0021] Such as figure 1 As shown, it is a schematic diagram of the method for using virtual sensors in the Internet of Things in the present invention, including:
[0022] Automatically identify one or more virtual sensor models based on a semantic graph, with a knowledge domain that links and describes the relationship between observed variables associated with one or more sensors and unobserved variables associated with the IoT environment; and
[0023] Based on one or more combinations of virtual sensor inputs, one or more virtual sensor models are selected for deployment in an IoT environment.
[0024] The method, further comprising creating the semantic graph from a selection of data points from the one or more sensors or databases.
[0025] The method, further comprising identifying those of the one or more virtual sensor models that have a graphical pattern that matches at least one of the one or more combinations of the virtual sensor inputs.
[0026] The method, fu...
Embodiment 2
[0031] A system for using a virtual sensor model in an IoT environment, comprising:
[0032] Processors that operate within and across distributed computing environments, i.e.
[0033] Automatically identify one or more virtual sensor models based on a semantic graph, with a knowledge domain that links and describes the relationship between observed variables associated with one or more sensors and unobserved variables associated with the IoT environment; and
[0034] Based on one or more combinations of virtual sensor inputs, one or more virtual sensor models are selected for deployment in an IoT environment.
[0035] The system, wherein said processor creates said semantic graph based on a selection of data points from said one or more sensors or a database.
[0036] The system, wherein the processor identifies those of the one or more virtual sensor models that have a graphical pattern that matches at least one of the one or more combinations of the virtual sensor inputs....
Embodiment 3
[0042] A computer program product for using a virtual sensor model in an Internet of Things environment by a processor, the computer program product comprising a non-transitory computer-readable storage medium having computer-readable program code portions stored therein, the computer-readable program code Sections include:
[0043] An executable portion that automatically identifies one or more virtual sensor models based on the semantic graph, having a knowledge domain that links and describes observed variables associated with one or more sensors with unobserved variables associated with the IoT environment the relationship between; and
[0044] An executable portion that selects one or more virtual sensor models for deployment in an Internet of Things environment based on one or more combinations of virtual sensor inputs.
[0045] The computer program product, further comprising an executable portion for creating the semantic graph based on a selection of data points from...
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