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Artificial intelligence in IoT and its applications

Artificial intelligence in IoT and its applications

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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.

Chapter Contents:

  • 2.1 Introduction
  • 2.1.1 Internet of things
  • 2.1.2 Intelligent wireless communications
  • 2.1.3 Intelligent IoT
  • 2.1.4 Challenges and solutions in building AI with IoT
  • 2.2 AI revolution in IoT
  • 2.3 Intelligent sensing
  • 2.4 Feature of AI with IoT
  • 2.4.1 Computing
  • 2.4.2 Intelligent energy management
  • 2.4.3 Security
  • 2.5 Intelligent machine and deep learning in IoT
  • 2.5.1 IoT machine learning
  • 2.5.2 IoT deep learning
  • 2.6 IoT-based AI data access and distributed processing
  • 2.7 AI contribution aspects to Internet of things
  • 2.7.1 Data mining and processing
  • 2.7.2 Voice assistants
  • 2.7.3 Smart decisions
  • 2.7.4 Forecasting
  • 2.7.5 Smart meters
  • 2.8 AI for IoT applications
  • 2.8.1 Personal and home devices
  • 2.8.2 Healthcare
  • 2.8.3 Agricultural
  • 2.8.4 Intelligent cities
  • 2.8.5 AIoT industry
  • 2.9 Summary
  • References

Inspec keywords: artificial intelligence; Internet of Things; data mining

Other keywords: data cleaning; different intelligent aspects; data transformation; intelligent application; IoT; human-machine interaction efficiency; intelligent reasoning; artificial intelligence processes; data mining; IoT network; data selection; data integration; AI methodologies; Big Data

Subjects: Data handling techniques; Information networks; Ubiquitous and pervasive computing

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