 Название: Performance Controllable Industrial Wireless Networks
Автор: Haibin Yu, Peng Zeng, Meng Zheng, Chi Xu
Издательство: Springer
Серия: Wireless Networks
Год: 2023
Страниц: 178
Язык: английский
Формат: pdf
Размер: 10.2 MB
With the rapid proliferation of information and communications technology, industrial automation has undergone a sweeping transformation toward intelligent manufacturing. Wireless communication is widely considered to be one of the key technologies enabling intelligent manufacturing. On one hand, deterministic communication with high reliability and low latency is typically required in industrial automation applications. On the other hand, wireless communication in industrial settings is hindered by strictly limited communication resources and many other factors which mainly derive from the shared and error-prone nature of the wireless channels used. The limited communication resources and harsh channel conditions pose considerable challenges for reliable, real-time data transmission in industrial wireless networks.
Resource optimization methods are vital to ensuring the deterministic performance of industrial wireless networks. Traditional resource optimization methods adopt the isolated resource optimization methods for each protocol layer, which is inherently local-optimal and leads performance uncontrollable. To focus on “Performance Controllable Industrial Wireless Networks”, this book presents thejoint resource optimization methods across multiple protocol layers for industrial wireless networks; reviews recent, major advances; and discusses the practical implementations of the proposed methods.
The joint resource optimization methods discussed here will greatly benefit scientists and researchers in the areas of industrial automation and Industrial Internet of Things. To gain the most from this book, readers should have a fundamental grasp of wireless communication, scheduling theory, and convex optimization.
Below, we provide a summary of each chapter.
• Chapter 1. Overview of Industrial Wireless Networks. This chapter introduces the background and the fundamentals of industrial wireless networks.
• Chapter 2. Literature Study of Resource Optimization In Industrial Wireless Networks. This chapter discusses the resource optimization problem formulations in industrial wireless networks and reviews the state-of-the-art methods for resource optimization.
• Chapter 3. Joint Resource Optimization Methods for Industrial Wireless Networks. This chapter first analyzes the coupling between network resources and proposes a loosely coupled decomposition-based dynamic resource regulation framework. Then, convex optimization-based distributed solution algorithms are presented.
• Chapter 4. Temporal-Spatial-Frequency Resource Allocation. This chapter introduces the temporal-spatial-frequency resource allocation methods by employing cognitive radio and energy harvesting technologies to enhance the real-time and reliability performance of industrial wireless networks.
• Chapter 5. No-Collision Scheduling Methods for Real-Time Transmissions. This chapter introduces real-time scheduling algorithms to allocated time and frequency resources to eliminate transmission collisions in industrial wireless networks.
• Chapter 6. Cross-Layer Flow Control Methods for Reliable Transmissions. This chapter introduces a cross-layer flow control method by jointly optimizing routing and MAC layer retransmissions to achieve reliable communication.
• Chapter 7. Implementation Architecture and Supporting Technologies. This chapter summarizes the implementation requirements of the methods discussed in Chapters 4–6. Then, the detailed implementation architecture and key supporting technologies are described.
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