Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, 060042 Bucharest, Romania.
Institute of Technical Informatics, Graz University of Technology, 16 Inffeldgasse, 8010 Graz, Austria.
Sensors (Basel). 2019 Oct 28;19(21):4690. doi: 10.3390/s19214690.
Integrated systems based on wireless sensor networks (WSNs) and unmanned aerial vehicles (UAVs) with electric propulsion are emerging as state-of-the-art solutions for large scale monitoring. Main advances stemming both from complex system architectures as well as powerful embedded computing and communication platforms, advanced sensing and networking protocols have been leveraged to prove the viability of this concept. The design of suitable algorithms for data processing, communication and control across previously disparate domains has thus currently become an intensive area of interdisciplinary research. The paper was focused on the collaborative aspects of UAV-WSN systems and the reference papers were analyzed from this point of view, on each functional module. The paper offers a timely review of recent advances in this area of critical interest with focus on a comparative perspective across multiple recent theoretical and applied contributions. A systematic approach is carried out in order to structure a unitary from conceptual design towards key implementation aspects. Focus areas are identified and discussed such as distributed data processing algorithms, hierarchical multi-protocol networking aspects and high level WSN-constrained UAV-control. Application references are highlighted in various domains such as environmental, agriculture, emergency situations and homeland security. Finally, a research agenda is outlined to advance the field towards tangible economic and social impact.
基于无线传感器网络 (WSN) 和电动无人机 (UAV) 的集成系统是大规模监测的最新解决方案。主要的进步源于复杂的系统架构以及强大的嵌入式计算和通信平台,先进的传感和网络协议被利用来证明这一概念的可行性。因此,针对数据处理、通信和控制在以前不同领域的跨域设计合适的算法已成为跨学科研究的热点领域。本文主要关注无人机-无线传感器网络系统的协作方面,并从这个角度分析了参考论文,针对每个功能模块进行了分析。本文及时地回顾了这一关键领域的最新进展,重点是对多个近期理论和应用贡献进行了比较分析。为了从概念设计到关键实现方面进行整体结构设计,采用了系统的方法。确定并讨论了一些重点领域,如分布式数据处理算法、分层多协议网络方面以及高级受 WSN 约束的无人机控制。在环境、农业、紧急情况和国土安全等各个领域强调了应用参考。最后,概述了一个研究议程,旨在推动该领域朝着切实的经济和社会影响方向发展。