A node and network level self-recovering distributed wireless sensor architecture for real-time crop monitoring in greenhouses

G. M. Striemer, D. L. Story, Ali Akoglu, Murat Kacira

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

Visual sensor networks (VSNs) have emerged as a new paradigm by giving sensors the capability to perceive and analyze their surroundings. Robust and fault-tolerant operations are crucial for non-contact plant monitoring systems in a greenhouse environment equipped with a VSN. Achieving such capabilities requires new methods to monitor system status and crop health, and automatically reconfigure for new functionalities due to dynamic changes in the greenhouse environment. New technologies, such as field-programmable gate arrays (FPGAs), provide hardware designers with the ability to create high-performance and adaptive solutions. In this study, a distributed wireless sensor architecture with self-recovery capability was designed and constructed. The experimental results showed that the test bed comprised of wirelessly connected FPGAs (Xilinx Virtex 5) was able to achieve node-level fault detection and recovery within 2.16 s and network level recovery in 5.39 s. The application of the proposed architecture in greenhouse-based plant production is a significant step toward building a robust system for monitoring plant status.

Original languageEnglish (US)
Pages (from-to)1521-1527
Number of pages7
JournalTransactions of the ASABE
Volume54
Issue number4
StatePublished - Jul 2011

Fingerprint

Greenhouses
Crops
sensors (equipment)
sensor
greenhouses
Recovery
crop
Sensor networks
Field programmable gate arrays (FPGA)
Monitoring
monitoring
Sensors
crops
Fault detection
Health Status
Health
monitoring system
hardware
Technology
Hardware

Keywords

  • Crop monitoring
  • Detection
  • Field programmable gate array
  • Greenhouse
  • Visual sensor network
  • Wireless sensor

ASJC Scopus subject areas

  • Agronomy and Crop Science
  • Biomedical Engineering
  • Food Science
  • Forestry
  • Soil Science

Cite this

A node and network level self-recovering distributed wireless sensor architecture for real-time crop monitoring in greenhouses. / Striemer, G. M.; Story, D. L.; Akoglu, Ali; Kacira, Murat.

In: Transactions of the ASABE, Vol. 54, No. 4, 07.2011, p. 1521-1527.

Research output: Contribution to journalArticle

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