Developing a New Wireless Sensor Network Platform and Its Application in Precision Agriculture

被引:36
作者
Aquino-Santos, Raul [1 ]
Gonzalez-Potes, Apolinar [2 ]
Edwards-Block, Arthur [1 ]
Alejandro Virgen-Ortiz, Raul [3 ]
机构
[1] Univ Colima, Fac Telemat, Colima 28040, Mexico
[2] Univ Colima, Fac Elect & Mech Engn, Coquimatlan, Col, Mexico
[3] SITELDI Solut, Colima 28017, Mexico
关键词
sensor networks; routing algorithm; technological platform; precision agriculture;
D O I
10.3390/s110101192
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Wireless sensor networks are gaining greater attention from the research community and industrial professionals because these small pieces of. smart dust. offer great advantages due to their small size, low power consumption, easy integration and support for. green. applications. Green applications are considered a hot topic in intelligent environments, ubiquitous and pervasive computing. This work evaluates a new wireless sensor network platform and its application in precision agriculture, including its embedded operating system and its routing algorithm. To validate the technological platform and the embedded operating system, two different routing strategies were compared: hierarchical and flat. Both of these routing algorithms were tested in a small-scale network applied to a watermelon field. However, we strongly believe that this technological platform can be also applied to precision agriculture because it incorporates a modified version of LORA-CBF, a wireless location-based routing algorithm that uses cluster-based flooding. Cluster-based flooding addresses the scalability concerns of wireless sensor networks, while the modified LORA-CBF routing algorithm includes a metric to monitor residual battery energy. Furthermore, results show that the modified version of LORA-CBF functions well with both the flat and hierarchical algorithms, although it functions better with the flat algorithm in a small-scale agricultural network.
引用
收藏
页码:1192 / 1211
页数:20
相关论文
共 32 条
  • [1] Wireless sensor networks: a survey
    Akyildiz, IF
    Su, W
    Sankarasubramaniam, Y
    Cayirci, E
    [J]. COMPUTER NETWORKS, 2002, 38 (04) : 393 - 422
  • [2] Routing techniques in wireless sensor networks: A survey
    Al-Karaki, JN
    Kamal, AE
    [J]. IEEE WIRELESS COMMUNICATIONS, 2004, 11 (06) : 6 - 28
  • [3] *ARM LTD, ADV RISC MACH ARM7TD
  • [4] BRAGINSKY D, 2002, P INT C DISTR COMP S
  • [5] Scalable information-driven sensor querying and routing for ad hoc heterogeneous sensor networks
    Chu, M
    Haussecker, H
    Zhao, F
    [J]. INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 2002, 16 (03) : 293 - 313
  • [6] DELGADO HL, 2002, ICAP PUBLICACIONES, P2
  • [7] Estrin D., 1999, P 5 ANN ACMIEEE INT, DOI DOI 10.1145/313451.313556
  • [8] Heiniger R. W., 2000, Proceedings of the 5th International Conference on Precision Agriculture, Bloomington, Minnesota, USA, 16-19 July, 2000, P1
  • [9] Kulik J., 1999, P 5 ANN ACMIEEE INT, P174, DOI DOI 10.1145/313451.313529
  • [10] Li L, 2001, 2001 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-10, CONFERENCE RECORD, P278, DOI 10.1109/ICC.2001.936317