无线自组网和传感器网络：架构、协议与应用

English | 2025 | ISBN: 9781032718347 | 412 pages | True PDF EPUB | 21.77 MB

The book presents theoretical and experimental approaches, quantitative and qualitative analyses, and simulations in wireless ad-hoc and sensor networks. It further explains the power and routing optimization in underwater sensor networks, advanced cross-layer framework, challenges and security issues in underwater sensor networks, and the use of machine learning and deep learning techniques for security implementations in wireless ad-hoc and sensor networks.

This book

Discusses mobile ad-hoc network routing issues and challenges with node mobility and resource limitations. Covers the internet of vehicles, autonomous vehicle architecture, and design of heterogeneous wireless sensor networks. Presents various technologies of ad-hoc networks, use of machine learning, and deep learning techniques in wireless sensor networks. Illustrates recent advancements in security mechanisms for information dissemination in mobile ad-hoc networks, vehicular ad-hoc networks, flying ad-hoc networks, and autonomous vehicles. Highlights mathematical modeling and analysis of routing protocols for ad-hoc networks and underwater sensor networks.

It is primarily written for undergraduate and graduate students, researchers, and academicians in the fields of computer science and engineering, information technology, electrical engineering, and electronics and communications engineering.

这本书提出了无线自组织网络和传感器网络的理论和实验方法、定性和定量分析以及模拟。进一步解释了水下传感网中的能量和路由优化、先进的跨层框架、水下传感网面临的挑战及安全问题，以及在无线自组织网络和传感器网络中使用机器学习和深度学习技术实现安全措施。 这本书 讨论了移动自组织网络中与节点移动性和资源限制相关的问题及其挑战。 涵盖了车联网、自动驾驶架构的设计以及异构无线传感网的构建。 展示了自组网络的各种技术，包括在无线传感网中的机器学习和深度学习技术的应用。 阐述了移动自组织网络、车联网、飞行自组织网络及自主车辆信息传播安全机制的新进展。 强调了对自组网络和水下传感网路由协议的数学建模与分析。 这本书主要面向计算机科学与工程、信息技术、电气工程以及电子通信工程领域的本科生、研究生、研究人员和学术界人士。

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