Convergence of Deep Learning and Artificial Intelligence in Internet of Things

This book covers advances and applications of smart technologies including the Internet of Things (IoT),artificial intelligence,and deep learning in areas such as manufacturing,production,renewable energy,and healthcare. It also covers wearable and implantable biomedical devices for healthcare monitoring,smart surveillance,and monitoring applications such as the use of an autonomous drone for disaster management and rescue operations.

Format: Hardback
Length: 312 pages
Publication date: 27 December 2022
Publisher: Taylor & Francis Ltd

The book provides a comprehensive overview of the latest research and developments in the field of smart technologies,including their theoretical foundations,implementation strategies,and real-world applications. It is written in a clear and accessible style,making it suitable for senior undergraduate,graduate students,and academic researchers in the areas of electrical engineering,electronics and communications engineering,computer engineering,and information technology.

The Internet of Things (IoT) is a rapidly growing technology that connects physical devices to the internet, enabling them to collect and share data. This technology has the potential to revolutionize various industries, from manufacturing to healthcare, by improving efficiency, reducing costs, and enhancing customer experiences.

One of the key applications of IoT is in manufacturing. IoT sensors can be used to monitor equipment and production processes in real-time, allowing manufacturers to identify potential issues before they become significant problems. This can lead to increased productivity, reduced downtime, and improved quality control.

In addition, IoT can be used to optimize production processes by analyzing data and identifying areas where efficiency can be improved. For example, sensors can be used to monitor the temperature and pressure of manufacturing equipment, allowing manufacturers to adjust settings to optimize production rates.

Another area where IoT is making a significant impact is in healthcare. Wearable and implantable biomedical devices, such as smartwatches and pacemakers, can be connected to the internet to monitor patients' health and provide healthcare providers with real-time data. This can lead to better patient outcomes, as healthcare providers can intervene more quickly when patients experience health issues.

IoT is also being used in renewable energy to optimize energy production and reduce waste. Solar panels, wind turbines, and other renewable energy sources can be connected to the internet to monitor their performance and optimize their output. This can lead to increased energy efficiency and reduced greenhouse gas emissions.

However, there are also challenges associated with IoT. One of the biggest challenges is security. As IoT devices connect to the internet, they become vulnerable to cyberattacks, which can lead to data breaches, financial losses, and even physical harm.

To address these security concerns, manufacturers and healthcare providers need to implement robust security measures, such as encryption, authentication, and access control. In addition, governments and regulatory bodies need to establish policies and regulations to ensure the security and privacy of IoT data.

Another challenge is the interoperability of IoT devices. Different devices and systems use different protocols and standards, making it difficult for them to communicate with each other. This can lead to siloed systems and limited functionality.

To address this challenge, manufacturers need to standardize their protocols and standards, and governments and regulatory bodies need to establish policies and regulations to promote interoperability. In addition, developers need to create tools and technologies that enable devices to communicate with each other seamlessly.

In conclusion, the Internet of Things has the potential to transform various industries by improving efficiency, reducing costs, and enhancing customer experiences. However, there are also challenges associated with IoT, such as security and interoperability. By implementing robust security measures and promoting interoperability, we can unlock the full potential of IoT and create a more connected and sustainable world.

Weight: 770g
Dimension: 234 x 156 (mm)
ISBN-13: 9781032391717