Energy efficient automated control of irrigation in agriculture by using wireless sensor networks

被引:114
|
作者
Nikolidakis, Stefanos A. [1 ]
Kandris, Dionisis [2 ]
Vergados, Dimitrios D. [1 ]
Douligeris, Christos [1 ]
机构
[1] Univ Piraeus, Dept Informat, Piraeus, Greece
[2] Technol Educ Inst TEI Athens, Dept Elect Engn, Athens, Greece
关键词
Agriculture; Irrigation; WSNs; Energy Efficiency; SYSTEM;
D O I
10.1016/j.compag.2015.02.004
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Many agricultural activities can be highly enhanced by using digital technologies. One of these activities is the regulation of the quantity of water in cultivated fields, a process which is directly interwoven with the sustainability and the productivity of crops, since insufficient or excessive irrigation may not only be obstructive, but also destructive. This paper proposes a scheme based on the collaboration of an integrated system for automated irrigation management with an advanced novel routing protocol for Wireless Sensor Networks (WSNs), named ECHERP (Equalized Cluster Head Election Routing Protocol). At its core, the proposed system aims at efficiently managing water supply in cultivated fields in,an automated way. The system takes into consideration the historical data and the change on the climate values to calculate the quantity of water that is needed for irrigation. In case that the change on the collected values is above a threshold more frequent data collection is proposed to minimize the necessary quantity of water. On the other hand, in case that the change of the values is below a preset threshold then the time interval to collect data can increase to save sensor energy, leading to a prolonged sensor lifetime. The results show that network lifetime using ECHERP is improved up to 1825 min and if a round is 110 s the model provides energy efficiency using smaller water quantities. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:154 / 163
页数:10
相关论文
共 50 条
  • [1] Wireless Sensor Networks for Automated Irrigation Control in Greenhouses and Nurseries
    van Iersel, M.
    Bayer, M.
    O'Meara, L.
    Alem, P.
    Thomas, P.
    Chappell, M.
    Ruter, J.
    Wells, S.
    HORTSCIENCE, 2012, 47 (09) : S29 - S30
  • [2] An Energy-Efficient Cluster-based data aggregation for agriculture irrigation management system using wireless sensor networks
    Bhasker, B.
    Murali, S.
    SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2024, 65
  • [3] Optimally Heterogeneous Irrigation for Precision Agriculture Using Wireless Sensor Networks
    Hamouda, Yousef E. M.
    Phillips, Chris
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2019, 44 (04) : 3183 - 3195
  • [4] Optimally Heterogeneous Irrigation for Precision Agriculture Using Wireless Sensor Networks
    Yousef E. M. Hamouda
    Chris Phillips
    Arabian Journal for Science and Engineering, 2019, 44 : 3183 - 3195
  • [5] Irrigation Control using Wireless Underground Sensor Networks
    Parameswaran, Vinod
    Zhou, Hong
    Zhang, Zhongwei
    2012 SIXTH INTERNATIONAL CONFERENCE ON SENSING TECHNOLOGY (ICST), 2012, : 653 - 659
  • [6] Energy efficient data transmission in automatic irrigation system using wireless sensor networks
    Sudha, M. Nesa
    Valarmathi, M. L.
    Babu, Anni Susan
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2011, 78 (02) : 215 - 221
  • [7] Energy-Efficient Wireless Sensor Networks for Precision Agriculture: A Review
    Jawad, Haider Mahmood
    Nordin, Rosdiadee
    Gharghan, Sadik Kamel
    Jawad, Aqeel Mahmood
    Ismail, Mahamod
    SENSORS, 2017, 17 (08)
  • [8] Energy-Efficient Wireless Communication Strategy for Precision Agriculture Irrigation Control
    Lozoya, Camilo
    Favela-Contreras, Antonio
    Aguilar-Gonzalez, Alberto
    Felix-Herran, L. C.
    Orona, Luis
    SENSORS, 2021, 21 (16)
  • [9] Energy efficient street lighting control system using Wireless Sensor Networks
    Toubal, Abdelmoughni
    Bengherbia, Billel
    Ouldzmirli, Mohamed
    Maazouz, Mohamed
    PROCEEDINGS OF 2016 8TH INTERNATIONAL CONFERENCE ON MODELLING, IDENTIFICATION & CONTROL (ICMIC 2016), 2016, : 919 - 924
  • [10] Selection of Energy Efficient Routing Protocol for Irrigation Enabled by Wireless Sensor Networks
    Abedin, Zainal
    Paul, Sukanta
    Akhter, Sharmin
    Siddiquee, Kazy Noor-e-Alam
    Hossain, Mohammad Shahadat
    Andersson, Karl
    2017 IEEE 42ND CONFERENCE ON LOCAL COMPUTER NETWORKS WORKSHOPS (LCN WORKSHOPS 2017), 2017, : 75 - 81