Artificial intelligence in IoT and its applications

INTELLIGENT WIRELESS COMMUNICATIONS(2021)

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摘要
Artificial intelligence (AI) and Internet of things (IoT) are both become most amazing technologies nowadays. Artificial intelligence deals with intelligent reasoning and speedy data analysis which would cover the smartest future applications. Internet of things promises the deployment of these smart applications everywhere in the world. Both AI and the IoT interact in a unique way to increase increased human-machine interaction efficiency, increased operational efficiency, and true digital transformation. In IoT, the AI can ensure to collect only adequate data in order to reduce the processing time of big data amount sent by sensors. Artificial intelligence processes such as data integration, data selection, data cleaning, data transformation, data mining, and pattern evaluation all will provide the best solution to manage huge data flows and storage in the IoT network. The use of AI in IoT will extract the unique capability in different intelligent aspects such as smart decisions, smart metering, and forecasting and these will generate a new intelligent application in industrial security, health care, and smart homes. In this chapter, we will provide a brief concept about the AI and its relationship to the IoT, in addition to the benefits of AI to solve many challenges in IoT operations such as sensing, computing, energy management, and security. The chapter will also provide different types of AI methodologies related to the IoT applications.
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iot,artificial intelligence
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