协同无人机支持的服务和应用设计指南

I. A. Ridhawi, Ouns Bouachir, M. Aloqaily, A. Boukerche
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引用次数: 11

摘要

物联网(IoT)系统在过去几年中取得了很大的进步,特别是在机器学习(ML)和人工智能(AI)解决方案的支持下。众多人工智能支持的物联网设备在提供复杂和用户特定的智慧城市服务方面发挥着重要作用。考虑到大量的异构无线网络,过多的计算机和存储架构和范式,以及丰富的移动和车载物联网设备,真正的智慧城市体验只有通过协作的智能和安全的物联网框架才能实现。本文对不同的协作系统进行了广泛的研究,并设想了一种支持集中式和分布式系统之间集成和协作的协作解决方案,其中智能无人机等智能ai支持的物联网设备在数据收集、处理和服务提供过程中提供支持。此外,在服务提供过程中考虑了安全和协作的去中心化解决方案,如区块链,以增强物联网应用的隐私和身份验证功能。因此,智能城市环境中特定于用户的复杂服务和应用将以及时、安全和高效的方式交付和提供。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design Guidelines for Cooperative UAV-supported Services and Applications
Internet of Things (IoT) systems have advanced greatly in the past few years, especially with the support of Machine Learning (ML) and Artificial Intelligence (AI) solutions. Numerous AI-supported IoT devices are playing a significant role in providing complex and user-specific smart city services. Given the multitude of heterogeneous wireless networks, the plethora of computer and storage architectures and paradigms, and the abundance of mobile and vehicular IoT devices, true smart city experiences are only attainable through a cooperative intelligent and secure IoT framework. This article provides an extensive study on different cooperative systems and envisions a cooperative solution that supports the integration and collaboration among both centralized and distributed systems, in which intelligent AI-supported IoT devices such as smart UAVs provide support in the data collection, processing and service provisioning process. Moreover, secure and collaborative decentralized solutions such as Blockchain are considered in the service provisioning process to enable enhanced privacy and authentication features for IoT applications. As such, user-specific complex services and applications within smart city environments will be delivered and made available in a timely, secure, and efficient manner.
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