Utilizing Wi-Fi Access Points for Unmanned Aerial Vehicle Localization for Building Indoor Inspection

被引:2
作者
Sulaiman, Mohammed [1 ,2 ]
AlQahtani, Ali Abdullah S. [3 ]
Liu, Hexu [1 ]
Binalhaj, Mohamed [1 ]
机构
[1] Western Michigan Univ, Civil & Construct Engn, Kalamazoo, MI 49008 USA
[2] Albaha Univ, Dept Civil Engn, Al Bahah, Saudi Arabia
[3] North Carolina A&T State Univ, Comp Syst Technol, Greensboro, NC USA
来源
2021 IEEE 12TH ANNUAL UBIQUITOUS COMPUTING, ELECTRONICS & MOBILE COMMUNICATION CONFERENCE (UEMCON) | 2021年
关键词
Unmanned Aerial Vehicle; Localization; Inspection; Indoor UAV Flight; Wi-Fi; UAV; RSSI; FMM; GIS;
D O I
10.1109/UEMCON53757.2021.9666544
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Building maintenance is an important task that increases the useful life of buildings. An effective indoor maintenance inspection is required, especially in commercial or residential buildings, to maintain the quality of building operations. In practice, it takes a considerable amount of time to do the indoor building inspection. Using proper techniques such as an unmanned aerial vehicle (UAV) could improve the current practices. However, it is still challenging to fly UAVs inside buildings for maintenance inspection automatically. In this regard, this paper presents an automated localization of UAVs for an indoor maintenance inspection system. The proposed approach leverages the received signal strength indicator (RSSI) to locate the drone and identify the coordinates for the targeted location that needs maintenance inspection. Timely localization of UAVs provides the foundation for UAV-based building indoor inspection. The test result shows a 94.76% accuracy rate in localization for using UAVs for indoor building inspection.
引用
收藏
页码:775 / 779
页数:5
相关论文
共 11 条
  • [1] Bridge related damage quantification using unmanned aerial vehicle imagery
    Ellenberg, A.
    Kontsos, A.
    Moon, F.
    Bartoli, I.
    [J]. STRUCTURAL CONTROL & HEALTH MONITORING, 2016, 23 (09) : 1168 - 1179
  • [2] Eschmann C., 2012, UNMANNED AIRCRAFT SY
  • [3] Honnef A, 2021, 2021 IEEE WORLD AI IOT CONGRESS (AIIOT), P482, DOI [10.1109/AIIoT52608.2021.9454166, 10.1109/AIIOT52608.2021.9454166]
  • [4] A review of rotorcraft Unmanned Aerial Vehicle (UAV) developments and applications in civil engineering
    Liu, Peter
    Chen, Albert Y.
    Huang, Yin-Nan
    Han, Jen-Yu
    Lai, Jihn-Sung
    Kang, Shih-Chung
    Wu, Tzong-Hann
    Wen, Ming-Chang
    Tsai, Meng-Han
    [J]. SMART STRUCTURES AND SYSTEMS, 2014, 13 (06) : 1065 - 1094
  • [5] Mangiameli M., 2013, IFAC Proceedings, V46, P147
  • [6] Qu T., 2017, CONSTRUCTION SITE MO
  • [7] Sawall E., 2021, 2021 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS), P1
  • [8] Sulaiman M., ICT BASED INTEGRATED
  • [9] Sulaiman M, 2020, INT CONF ELECTRO INF, P139, DOI 10.1109/EIT48999.2020.9208329
  • [10] Digitisation in facilities management: A literature review and future research directions
    Wong, Johnny Kwok Wai
    Ge, Janet
    He, Sean Xiangjian
    [J]. AUTOMATION IN CONSTRUCTION, 2018, 92 : 312 - 326