A Survey of Technologies for Unmanned Merchant Ships

被引:26
作者
Wang, Jia [1 ,2 ]
Xiao, Yang [3 ]
Li, Tieshan [1 ,4 ]
Chen, C. L. Philip [1 ,5 ]
机构
[1] Dalian Maritime Univ, Nav Coll, Dalian 116026, Peoples R China
[2] Dalian Polytech Univ, Expt Instrument Ctr, Dalian 116034, Peoples R China
[3] Univ Alabama, Dept Comp Sci, Tuscaloosa, AL 35487 USA
[4] Univ Elect Sci & Technol China, Sch Automat Engn, Chengdu 610054, Peoples R China
[5] South China Univ Technol, Sch Comp Sci & Engn, Guangzhou 510006, Peoples R China
来源
IEEE ACCESS | 2020年 / 8卷 / 08期
基金
中国国家自然科学基金;
关键词
Marine vehicles; Navigation; Internet of Things; Wireless sensor networks; Safety; Engines; Gears; AI; algorithms; big data; collision avoidance; communication; data fusion; e-navigation; intelligent awareness; internet of Things (IoT); merchant ships; radio frequency identification (RFID); route planning; sensors; ship Industry 40 (SI4); smart ocean; unmanned ships; very high frequency (VHF); wireless sensor network (WSN); zigbee; WIRELESS SENSOR NETWORK; COLLISION-AVOIDANCE; AUTONOMOUS NAVIGATION; SURFACE VEHICLE; ALGORITHMS; INTERNET; STRATEGIES; SECURITY; GUIDANCE; COLREGS;
D O I
10.1109/ACCESS.2020.3044040
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Unmanned merchant ships are ships that carry goods and engage in commercial activities without manual operations on board. In contrast to traditional merchant ships, unmanned merchant ships have great advantages in economy, society, and safety. However, we observe that commercial applications of unmanned ships are still at an exploratory stage. We believe that unmanned merchant ships will be widely adopted and popular in the near future. There is a need to have a good survey of current technologies, foundation, and obstacles of implementation of future unmanned merchant ships. Such a survey is beneficial to ship builders, researchers, owners, and students. Therefore, in this paper, we present a comprehensive survey of ship structure and technology, navigation, automation, algorithms, communication, Internet of Things (IOT), etc. We introduce traditional ships and analyze the role of crew and navigation operations on board. We summarize classifications, benefits, and core technologies of unmanned merchant ships. We review architecture, communication standards, security, essential technologies of IOT for unmanned merchant ships. Moreover, we introduce intelligent awareness, data fusion, applications, and E-navigation for unmanned merchant ships. We also present several future research directions at the end.
引用
收藏
页码:224461 / 224486
页数:26
相关论文
共 171 条
  • [1] A Survey on 5G Networks for the Internet of Things: Communication Technologies and Challenges
    Akpakwu, Godfrey Anuga
    Silva, Bruno J.
    Hancke, Gerhard P.
    Abu-MAhfouz, Adnan M.
    [J]. IEEE ACCESS, 2018, 6 : 3619 - 3647
  • [2] Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications
    Al-Fuqaha, Ala
    Guizani, Mohsen
    Mohammadi, Mehdi
    Aledhari, Mohammed
    Ayyash, Moussa
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (04): : 2347 - 2376
  • [3] Al-Zaidi R., 2017, T NETW COMMUN, V5, P53
  • [4] Building Novel VHF-Based Wireless Sensor Networks for the Internet of Marine Things
    Al-Zaidi, Rabab
    Woods, John C.
    Al-Khalidi, Mohammed
    Hu, Huosheng
    [J]. IEEE SENSORS JOURNAL, 2018, 18 (05) : 2131 - 2144
  • [5] APRS: adaptive real-time payload data reduction scheme for IoT/WSN sensor board with multivariate sensors
    Alduais, N. A. M.
    Abdullah, J.
    Jamil, A.
    [J]. INTERNATIONAL JOURNAL OF SENSOR NETWORKS, 2018, 28 (04) : 211 - 229
  • [6] AloN S., 2016, INT J LASTEST RES EN, V2, P53
  • [7] Amato F, 2011, TRANSNAV, V5, P11
  • [8] An Kwang, 2015, [Journal of the Korean Society of Marine Environment & Safety, 해양환경안전학회지], V21, P164
  • [9] Energy-Efficient Through-Life Smart Design, Manufacturing and Operation of Ships in an Industry 4.0 Environment
    Ang, Joo Hock
    Goh, Cindy
    Saldivar, Alfredo Alan Flores
    Li, Yun
    [J]. ENERGIES, 2017, 10 (05):
  • [10] Ang JH, 2016, IEEE C EVOL COMPUTAT, P5301, DOI 10.1109/CEC.2016.7748364