Internet of Things
Internet of Things (IoT) describes an emerging trend where a large number of embedded devices (things) are connected to the Internet. These connected devices communicate with people and other things and often provide sensor data to cloud storage and cloud computing resources where the data is processed and analyzed to gain important insights. Cheap cloud computing power and increased device connectivity is enabling this trend.
IoT solutions are built for many vertical applications such as environmental monitoring and control, health monitoring, vehicle fleet monitoring, industrial monitoring and control, and home automation. MATLAB® and Simulink® products support IoT systems by helping you develop and test smart devices, access and collect data in the cloud, and analyze IoT data.
At a high level, many IoT systems can be described using the diagram above. The left side of the diagram illustrates the smart devices (the “things” in IoT) that live at the edge of the network. These devices collect data and include things like wearable devices, wireless temperatures sensors, heart rate monitors, and hydraulic pressure sensors. The middle of the diagram represents the cloud where data from many sources is aggregated and analyzed in real time, often by an IoT analytics platform designed for this purpose. The IoT platform collects, processes, and stores data from the smart devices that are often geographically dispersed, and it may have the capability to analyze and take action on the incoming data.
The right side of the diagram depicts the algorithm development associated with the IoT application. Here an engineer or data scientist tries to gain insight into the collected data by performing historical analysis on the data. In this case, the data is pulled from the IoT platform into a desktop software environment to enable the engineer or scientist to prototype algorithms that may eventually execute in the cloud or on the smart device itself.
For more on how MATLAB, Simulink, and ThingSpeak™ support IoT systems, explore the topics below.
Learn More About Internet of Things Solutions
Internet of Things Resources
Smart Emergency Response System (Discovery)
Analyzing Test Data from a Worldwide Fleet of Fuel Cell Vehicles at Daimler AG (Technical Article)
Continuous Monitoring of Wireless Network of Temperature Sensors Using MATLAB and XBee (File Exchange Entry)
Upcoming International Internet of Things Events
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Eric Wetjen, Internet of Things Expert
Utilisez MATLAB pour le Big Data, le Machine Learning et les systèmes analytiques en production.
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