Optimal Placement of Camera Wireless Sensors in Greenhouses

Stability of the ideal plant environment in a greenhouse can be maintained by using wireless sensor networks, which are used for monitoring and controlling temperature, light, and humidity. Tracking plant growth is the best method for early detection of disease thus preventing significant crop losses. Wireless Visual Sensor Network (WVSN) are used for monitoring plant growth with the added feature of a camera. This paper presents a mathematical formulation and an optimal solution for the placement of the WVSN cameras to guarantee coverage of a large area while maintaining high quality images and minimizing overlap between cameras. Simulation results show the effectiveness of the proposed model in finding the minimum number of cameras with the exact position to cover the entire monitored area of the greenhouse, with the desired image quality resolution.

• Publication year

  2021

• Venue

  ICC 2021 - IEEE International Conference on Communications

• Publication date

  2021-06-01

• Fields of study

  Agricultural and Food Sciences, Computer Science, Engineering

• Identifiers
  DOI 10.1109/ICC42927.2021.9500727
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• A Two-Stage RPSO-ACS Based Protocol: A New Method for Sensor Network Clustering and Routing in Mobile Computing

  2019cited by this paper
• Novel RPSO Based Strategy for Optimizing the Placement and Charging of a Large-Scale Camera Network in Proximity Service

  2019cited by this paper
• Managing Traditional Solar Greenhouse With CPSS: A Just-for-Fit Philosophy

  2018cited by this paper
• Implementation of Virtual Sensors for Monitoring Temperature in Greenhouses Using CFD and Control

  2018cited by this paper
• Coverage Control of Sensor Networks in IoT Based on RPSO

  2018cited by this paper
• Modeling Multicamera Coverage for Placement Optimization

  2017cited by this paper
• Optimizing Visual Surveillance Sensor Coverage Using Dynamic Programming

  2017cited by this paper
• Anomaly Detection and Visual Perception for Landslide Monitoring Based on a Heterogeneous Sensor Network

  2017cited by this paper
• Application of Distributed Wireless Chloride Sensors to Environmental Monitoring: Initial Results

  2016cited by this paper
• Recent Advances in Camera Planning for Large Area Surveillance

  2016cited by this paper
• Predictive Distributed Visual Analysis for Video in Wireless Sensor Networks

  2016cited by this paper
• Multi-Camera Coordination and Control in Surveillance Systems

  2015cited by this paper
• Coverage algorithms for visual sensor networks

  2013cited by this paper
• Spatial Partitioning in Self-Organizing Smart Camera Systems

  2008cited by this paper
• DIRECTORATE-GENERAL FOR AGRICULTURE AND RURAL DEVELOPMENT

  2007cited by this paper
• Approximating Optimal Visual Sensor Placement

  2006cited by this paper
• Coverage by directional sensors in randomly deployed wireless sensor networks

  2006cited by this paper
• Grid Coverage for Surveillance and Target Location in Distributed Sensor Networks

  2002cited by this paper

• Lifetime-Guaranteed Cost-Minimized Heterogeneous Visual Sensor Networks With Feature Collection for Effective Target Coverage in 3-D Space

  2026cites this paper
• Camera Planning for Physical Safety of Outdoor Electronic Devices: Perspective and Analysis

  2025cites this paper
• Sensor Placement Optimization of Visual Sensor Networks for Target Tracking Based on Multi-Objective Constraints

  2024cites this paper
• Deep Image Processing Based Periodically Leaves Diseases Detection and Classification through Wireless Visual Sensors Network (WVSN)

  2024cites this paper
• Optimal Deployment of Heterogeneous Visual Sensor Networks for Target Coverage and Feature Aggregation with Lifetime Guarantee

  2024cites this paper
• Efficient Mathematical Programming Formulation and Algorithmic Framework for Optimal Camera Placement

  2024cites this paper
• Configuration Optimization of Temperature–Humidity Sensors Based on Weighted Hilbert–Schmidt Independence Criterion in Chinese Solar Greenhouses

  2024cites this paper
• Multiobjective Optimized Deployment of Edge-Enabled Wireless Visual Sensor Networks for Target Coverage

  2023cites this paper