An Exploratory Bibliometric Analysis of the Literature on Age of Information-Aware Unmanned Aerial Vehicles Aided Communication

被引:0
|
作者
Bukar U.A. [1 ]
Sayeed M.S. [1 ]
Razak S.F.A. [1 ]
Yogarayan S. [1 ]
Amodu O.A. [2 ,3 ]
机构
[1] Centre for Intelligent Cloud Computing (CICC), Faculty of Information Science Technology, Multimedia University, Melaka
[2] Department of Electrical, Electronics & Systems Engineering, Universiti Kebangsaan Malaysia (UKM), Selangor, Bangi
[3] Information and Communication Engineering Department, Elizade University, Ondo State, Ilara-Mokin
来源
Informatica (Slovenia) | 2023年 / 47卷 / 07期
关键词
age of information; bibliometric analysis; information freshness; text analysis; UAV; visualization;
D O I
10.31449/inf.v47i7.4783
中图分类号
学科分类号
摘要
Real-time status updates require more frequent updates with fresh information. This study investigates the applications and research potential of unmanned aerial vehicles (UAV) for achieving information freshness in time-critical applications to emphasize important aspects of this subject based on a thorough statistical analysis of current research trends. Particularly using the Scopus database, a bibliometric analysis is conducted on 122 articles written in English and published between 2018 and 2023. This analysis provides a knowledge map of past research on this subject and the journey so far, especially concerning major subjects, patterns of citations, publication activities, and the state of cooperation among contributors throughout the UAV-information freshness research history. According to the findings, applying various methods, such as deep reinforcement learning and optimization algorithms, has been evident. In contrast, energy efficiency and harvesting, trajectory planning and design, and scheduling are issues attracting researchers’ interest. Finally, the study offers implications and recommendations such as fostering interdisciplinary collaboration, furthering and improving on DRL and optimization algorithms, addressing energy efficiency and harvesting, enhancing trajectory planning and design, emphasizing scheduling strategies, and bridging the gap between research and practice. © 2023 Slovene Society Informatika. All rights reserved.
引用
收藏
页码:91 / 114
页数:23
相关论文
共 22 条
  • [1] Spatial Information-Aware Flight Safety Forecasting Model for Unmanned Aerial Vehicles Based on Deep Learning and Grey Analysis
    Pan, Mingbo
    Wang, Yikai
    Su, Weibin
    Xu, Gang
    He, Zhengfang
    Zhao, Jiangzheng
    Dong, Jiarui
    [J]. IEEE ACCESS, 2024, 12 : 70729 - 70741
  • [2] Age of Information Analysis and Optimization in Unmanned Aerial Vehicles-assisted Integrated Sensing and Communication Systems
    Yu B.
    Yang W.
    Wang Q.
    Zhang R.
    Cai Y.
    [J]. Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2024, 46 (05): : 1996 - 2003
  • [3] A bibliometric analysis on the use of unmanned aerial vehicles in agricultural and forestry studies
    Raparelli, Elisabetta
    Bajocco, Sofia
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 40 (24) : 9070 - 9083
  • [4] Communication-Aware Trajectory Planning for Unmanned Aerial Vehicles in Urban Environments
    Oh, Hyondong
    Shin, Hyo-Sang
    Kim, Seungkeun
    Chen, Wen-Hua
    [J]. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2018, 41 (10) : 2269 - 2280
  • [5] Information Communication System Consisted of Multiple Unmanned Aerial Vehicles on Disaster
    Shibata, Yoshitaka
    Takana, Norifumi
    Uchida, Noriki
    [J]. 2017 31ST IEEE INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS WORKSHOPS (IEEE WAINA 2017), 2017, : 627 - 632
  • [6] A Review of Sensing and Communication, Human Factors, and Controller Aspects for Information-Aware Connected and Automated Vehicles
    Sarker, Ankur
    Shen, Haiying
    Rahman, Mizanur
    Chowdhury, Mashrur
    Dey, Kakan
    Li, Fangjian
    Wang, Yue
    Narman, Husnu S.
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 21 (01) : 7 - 29
  • [7] Communication Among Heterogeneous Unmanned Aerial Vehicles (UAVs): Classification, Trends, and Analysis
    Sultan, Lalaen
    Anjum, Maria
    Rehman, Mariam
    Murawwat, Sadia
    Kosar, Humaira
    [J]. IEEE ACCESS, 2021, 9 : 118815 - 118836
  • [8] Energy-Aware Relay Optimization and Power Allocation in Multiple Unmanned Aerial Vehicles Aided Satellite-Aerial-Terrestrial Network
    Shi, Yongpeng
    Wu, Jinsong
    Liu, Lei
    Lan, Dapeng
    Taherkordi, Amir
    [J]. IEEE SYSTEMS JOURNAL, 2022, 16 (04): : 5293 - 5304
  • [9] A Critical Review of Unmanned Aerial Vehicles (UAVs) Use in Architecture and Urbanism: Scientometric and Bibliometric Analysis
    Videras Rodriguez, Marta
    Melgar, Sergio Gomez
    Cordero, Antonio Sanchez
    Marquez, Jose Manuel Andujar
    [J]. APPLIED SCIENCES-BASEL, 2021, 11 (21):
  • [10] State of the Art and Future Perspectives of Atmospheric Chemical Sensing Using Unmanned Aerial Vehicles: A Bibliometric Analysis
    Marin, Diego Bedin
    Becciolini, Valentina
    Santana, Lucas Santos
    Rossi, Giuseppe
    Barbari, Matteo
    [J]. SENSORS, 2023, 23 (20)