IoT Communication Performance Analysis

This book provides analysis techniques for TCP,UDP,Web,and SOAP data transmission performance on the IoT cloud and edge sides, using universal analysis methods such as stochastic processes, queues, Markov processes, and communication traffic simulators. It aims to provide lifelong skills for analyzing communication performance and serve as the basis for the future evolution of the IoT.

Format: Hardback
Length: 208 pages
Publication date: 12 April 2022
Publisher: Springer Verlag, Singapore

This comprehensive book delves into intricate analysis techniques for various aspects of data transmission performance in the context of the Internet of Things (IoT). It explores the performance of TCP, UDP, Web, and SOAP data transmission on the cloud side, as well as the performance of CSMA-type and multi-hop data transmission on the edge side. Additionally, it examines the performance of gateway receives buffer and transmit packet assembly data transmission.

To facilitate these analyses, the book employs a range of mathematical tools, including stochastic processes, queues, Markov processes, and communication traffic simulators. These methods are applied to real-world examples, providing detailed explanations of their usage. The primary objective of this book is to impart valuable lifelong skills for analyzing communication performance, which will serve as a foundation for the future development and evolution of the IoT.

The book is organized into several chapters, each dedicated to a specific aspect of communication performance analysis. The first chapter introduces the fundamental concepts and principles of communication performance analysis. It discusses the importance of understanding communication protocols, network topologies, and performance metrics in analyzing IoT data transmission.

The second chapter focuses on universal analysis methods, such as stochastic processes, queues, Markov processes, and communication traffic simulators. It explains how these methods can be used to model and analyze communication systems, including IoT networks. The chapter also provides examples of how these methods have been applied to evaluate the performance of various communication protocols and systems.

In the third chapter, the book delves into the analysis of TCP, UDP, Web, and SOAP data transmission performance on the cloud side. It discusses the characteristics of these protocols, the factors that affect their performance, and the methods used to evaluate their performance. The chapter also provides examples of how these protocols have been implemented in IoT applications and the challenges associated with their performance.

The fourth chapter explores the performance of CSMA-type and multi-hop data transmission on the edge side. It discusses the challenges of transmitting data in a multi-hop environment, such as interference, delay, and packet loss. The chapter also provides examples of how CSMA-type protocols have been implemented in IoT devices and the strategies used to improve their performance.

The fifth chapter examines the performance of gateway receives buffer and transmit packet assembly data transmission. It discusses the importance of efficient data transmission in gateway devices, such as routers and switches, and the methods used to optimize their performance. The chapter also provides examples of how gateway devices have been designed to handle the high volume of data transmission in IoT networks.

Throughout the book, real-world examples are used to illustrate the concepts and techniques discussed. These examples cover a wide range of IoT applications, including smart homes, smart cities, and industrial automation. The examples help to demonstrate the practical applications of the analysis techniques and provide insights into the challenges and opportunities associated with IoT data transmission.

In conclusion, this comprehensive book provides a valuable resource for researchers, engineers, and practitioners interested in analyzing communication performance in the IoT. It offers a comprehensive coverage of various aspects of data transmission performance, employing mathematical tools and real-world examples to facilitate understanding and application. By imparting lifelong skills for analyzing communication performance, this book aims to shape the future of the IoT by enabling the development of more efficient and reliable communication systems.

Weight: 500g
Dimension: 235 x 155 (mm)
ISBN-13: 9789811908583
Edition number: 1st ed. 2022