无人机在物联网工作流程架构中的作用

Abhishek Singh, A. Payal
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引用次数: 0

摘要

近年来,各种ICT技术的进步以及机器学习和人工智能的融合,进一步将物联网的视角从“被动的物联网系统”扩展到“主动的基于多智能体的万物互联系统”。然而,未来物联网解决方案的真正实现需要解决关键挑战,包括有限的网络覆盖和资源。无人机(uav)由于其灵敏的机动性、合理的运营成本、灵活的部署和自主能力,最近受到了极大的关注。人们正在努力将无人机整合到物联网中,作为应对关键挑战的解决方案。在本文中,我们强调了基于物联网新视角的关键期望,并总结了物联网因其满足这些期望的固有性质而面临的挑战。最后,我们研究了无人机在物联网工作流架构的各个功能层中的作用,以解决未来物联网解决方案中的关键问题并实现关键期望。
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Roles of UAVs in IoT work-flow architecture
Recent advancements in various ICT technologies and integration of machine-learning and AI have further extended the Internet of Things (IoT) perspective from ’passive system of interconnected things’ to "an active multi-agent-based system of interconnected everything". However, true realization of future IoT solutions requires addressing critical challenges including limited network coverage and resources. Unmanned Aerial Vehicles (UAVs) have recently gained significant attention due to their acute mobility, equitable operational costs, flexible deployment, and autonomous capabilities. Efforts are being made towards integrating drones in IoT as a solution to the critical challenges. In this paper, we highlighted the key expectations based on the new perspective of IoT and summarized the challenges in IoT due to its inherent nature towards contentment of those expectations. Finally, we investigated the roles of UAVs at various functional layers of IoT-workflow architecture towards addressing the critical issues and enabling key expectations in future-IoT solutions.
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