Sensor and Communication Considerations in UAV-WSN Based System for Precision Agriculture

被引:0
|
作者
Vlasceanu, Emilian [1 ]
Dima, Marius [1 ]
Popescu, Dan [2 ]
Ichim, Loretta [2 ]
机构
[1] AFT R&D, Bucharest, Romania
[2] Univ Politehn Bucuresti, Fac Automat Control & Comp Sci, Bucharest, Romania
来源
PROCEEDINGS OF THE IEEE 2019 9TH INTERNATIONAL CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS (CIS) ROBOTICS, AUTOMATION AND MECHATRONICS (RAM) (CIS & RAM 2019) | 2019年
关键词
clustering; precision agriculture; unmanned aerial system; wireless sensor networks;
D O I
10.1109/cis-ram47153.2019.9095823
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper presents a hybrid UAV (Unmanned Aerial Vehicle) WSN (Wireless Sensor Network) based system with application in a specific field: the precision agriculture. The main goal is to collect data from WSN via aerial platform. We propose a multi-agent system architecture (multi-UAVs, multi WSNs) and a specific implementation for the ground Wireless Sensors Network. The communication inside WSN is based on LoRa transmission protocol. The solution is a cheap one and the simulation results give the perspective of a large-scale utilization in agriculture. The experimental results were done on a two UAVs-two WSNs configuration which can he controlled and programed at distance via internet.
引用
收藏
页码:281 / 286
页数:6
相关论文
共 50 条
  • [1] Advanced UAV-WSN System for Intelligent Monitoring in Precision Agriculture
    Popescu, Dan
    Stoican, Florin
    Stamatescu, Grigore
    Ichim, Loretta
    Dragana, Cristian
    SENSORS, 2020, 20 (03)
  • [2] Collaborative UAV-WSN System for Data Acquisition and Processing in Agriculture
    Popescu, Dan
    Stoican, Florin
    Ichim, Loretta
    Stamatescu, Grigore
    Dragana, Cristian
    PROCEEDINGS OF THE 2019 10TH IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS - TECHNOLOGY AND APPLICATIONS (IDAACS), VOL. 1, 2019, : 519 - 524
  • [3] Improving Communication Efficiency of Hybrid UAV-WSN Systems
    Nicolae, Maximilian
    Popescu, Dan
    Dobrescu, Radu
    Mateescu, Cristian
    ADVANCES IN ROBOT DESIGN AND INTELLIGENT CONTROL, 2016, 371 : 407 - 415
  • [4] UAV-WSN Communication Algorithm with Increased Energy Autonomy
    Nicola, Maximilian
    Popescu, Dan
    Dobrescu, Radu
    2015 9TH INTERNATIONAL SYMPOSIUM ON ADVANCED TOPICS IN ELECTRICAL ENGINEERING (ATEE), 2015, : 939 - 944
  • [5] Cooperative Positioning Algorithm Based on Manifold Gradient Filtering in UAV-WSN
    Song, Zhe
    Zhang, Yi
    Yu, Yang
    Tang, Chengkai
    IEEE SENSORS JOURNAL, 2024, 24 (08) : 12676 - 12688
  • [6] A Prototype of Monitoring Precision Agriculture System Based on WSN
    Fahmi, Nurul
    Huda, Samsul
    Prayitno, Eko
    Al Rasyid, M. Udin Harun
    Roziqin, M. Choirur
    Pamenang, M. Unggul
    2017 INTERNATIONAL SEMINAR ON INTELLIGENT TECHNOLOGY AND ITS APPLICATIONS (ISITIA), 2017, : 323 - 328
  • [7] Sensor Planning for a Symbiotic UAV and UGV system for Precision Agriculture
    Tokekar, Pratap
    Vander Hook, Joshua
    Mulla, David
    Isler, Volkan
    2013 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2013, : 5321 - 5326
  • [8] Sensor Planning for a Symbiotic UAV and UGV System for Precision Agriculture
    Tokekar, Pratap
    Hook, Joshua Vander
    Mulla, David
    Isler, Volkan
    IEEE TRANSACTIONS ON ROBOTICS, 2016, 32 (06) : 1498 - 1511
  • [9] An intelligent WSN-UAV-based IoT framework for precision agriculture application
    Singh, Pradeep Kumar
    Sharma, Amit
    COMPUTERS & ELECTRICAL ENGINEERING, 2022, 100
  • [10] Development of WSN System for Precision Agriculture
    Santoshkumar
    Udaykumar, R. Y.
    2015 INTERNATIONAL CONFERENCE ON INNOVATIONS IN INFORMATION, EMBEDDED AND COMMUNICATION SYSTEMS (ICIIECS), 2015,