无人机物联网数据聚合技术综述

IF 13.3 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Computer Science Review Pub Date : 2023-11-01 DOI:10.1016/j.cosrev.2023.100599
Asif Mahmud Raivi, Sangman Moh
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引用次数: 0

摘要

近年来,无人机由于其广泛的应用、监测和监视能力、普遍性和移动性,已被用于扩展物联网(IoT)框架。为了支持物联网需求,无人机必须能够实时聚合、处理和传输数据。随着物联网设备数量的增加,以及要收集的数据量的增加,数据聚合至关重要。最近,无人机还可以作为与空中数据聚合相关联的移动边缘计算服务器。本文首次综述了物联网网络中基于无人机的空中数据聚合的各个方面和技术。在解决了关键的设计问题后,我们回顾了现有的数据聚合技术以及未来可能的方向。然后,将它们在主要操作特征、性能特征、优势和局限性方面进行比较。还讨论了悬而未决的问题和研究挑战,以及可能的解决方法。
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A comprehensive survey on data aggregation techniques in UAV-enabled Internet of things

In recent years, unmanned aerial vehicles (UAVs) have been used to extend the Internet of things (IoT) framework owing to their vast applications, monitoring and surveillance capability, ubiquity, and mobility. To support IoT requirements, UAVs must be capable of aggregating, processing, and transmitting data in real-time basis. As not only the number of IoT devices but also the amount of data to be collected is increased, data aggregation is of great importance. Recently, the UAV can also function as a mobile edge computing server in association with aerial data aggregation. This paper is the first to survey the various aspects and techniques of UAV-based aerial data aggregation for IoT networks. After addressing key design issues, we review the existing data aggregation techniques along with possible future direction. They are then compared with each other in terms of major operational features, performance characteristics, advantages, and limitations. Open issues and research challenges are also discussed with possible solution approaches.

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来源期刊
Computer Science Review
Computer Science Review Computer Science-General Computer Science
CiteScore
32.70
自引率
0.00%
发文量
26
审稿时长
51 days
期刊介绍: Computer Science Review, a publication dedicated to research surveys and expository overviews of open problems in computer science, targets a broad audience within the field seeking comprehensive insights into the latest developments. The journal welcomes articles from various fields as long as their content impacts the advancement of computer science. In particular, articles that review the application of well-known Computer Science methods to other areas are in scope only if these articles advance the fundamental understanding of those methods.
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