Lora-Based Visual Monitoring For Horticultural using Raspberry pi

Description

Lora-Based Visual Monitoring For Horticultural using Raspberry pi

The agriculture industry’s Lora-based environmental sensing system enables farmers to remotely monitor the status of a large farm in near real-time. However, there had been only a few explorations to transfer multimedia data such as images or video using Lora because of its low data rate and restricted bandwidth. To this end, we introduce a novel system to transmit continuous images taken from a camera in a static environment through Lora. The key challenge is to reduce the amount of transmitted data while preserving the image quality and the quality of service delivered to the application. Do we develop a technique that splits images into grid patches and transmits only the Modi? ed area of an image based on their dissimilarity measure. We implement and evaluate our scheme on a real Lora device to show its performance and image quality. Lora-Based Visual Monitoring For Horticultural using Raspberry pi


Lora-Based Visual Monitoring For Horticultural using Raspberry pi

INTRODUCTION:

This paper presents a visual monitoring scheme via Lora. To overcome limited bandwidth, the images and videos are divided into small grid patches and the changed patches are the only ones transmitted. Hence, the end-user can monitor visual images and videos continuously. Through experiments and simulations, the optimal dissimilarity measurement method to achieve the exclusive quality of monitoring is discussed. It gives an overview of Lora technology, and describes its core specs? cation and introduces former works about transmitting multimedia data using the Lora network. It proposes our design scheme with a grid system, the prototype architecture, and protocol implemented on the top of the Lora physical layer. The evaluation of system performance is discussed and analysed on the farm in a wide agricultural area. Providing visual monitoring to farmers can prevent crops from getting damaged by intruders and ensure the held conditions. However, it is challenging to deploy a real-time visual monitoring system to observe the whole farm in a wide agriculture area because connecting the farm to the wired network. Lora-Based Visual Monitoring For Horticultural using Raspberry pi.


Lora-Based Visual Monitoring For Horticultural using Raspberry pi

EXISTING SYSTEM:

  • Bluetooth
  • ZigBee
  • Wi-Fi

DISADVANTAGE:

  • It has a disadvantage of short transmission range in existing systems that is not appropriate for the vast agricultural area. Besides, there are numerous wireless network technologies that can be used in smart agriculture.
  • The accuracy of output is less
  • Low range communication
  • Need internet for communication

Lora-Based Visual Monitoring For Horticultural using Raspberry pi

PROPOSED SYSTEM:

  • Lora

ADVANTAGES:

  • We used Lora in this system. It is the main advantage. The main benefits of Lora are low range, low power, and low-cost connectivity. Another key feature of Lora and Lora Wan is security for both devices and networks.
  • Accuracy of output is increased
  • Cost-effective system
  • Long-range system

Lora-Based Visual Monitoring For Horticultural using Raspberry pi

BLOCK DIAGRAM:

Lora Based Visual Monitoring For Horticultural using Raspberry pi

 

SYSTEM MONITORING:

Lora Based Visual Monitoring For Horticultural using Raspberry pi 1

CIRCUIT DIAGRAM

 

Lora Based Visual Monitoring For Horticultural using Raspberry pi

BLOCK DIAGRAM EXPLANATION:

  • In this system camera and Raspberry pi is used
  • The camera is connected to Raspberry pi
  • Lora is connected through the serial interface
  • In the data node, Serial communication is used because we need to connect this node to cloud
  • Receiver Lora is connected to this serial communication and monitored by the system

Lora-Based Visual Monitoring For Horticultural using Raspberry pi

HARDWARE REQUIREMENTS:

  • Raspberry pi
  • Lora module
  • Camera

SOFTWARE REQUIREMENTS:

  • Programming platform: Python IDE
  • Raspberry pi OS: Raspbian stretch
  • Programming language: Python

APPLICATION:

  • Safety purpose
  • Agriculture monitoring

REFERENCE:

[1] A. Augustin, J. Yi, T. Clausen, and W. M. Townsley, A study of Lora: Long-range & low power networks for the internet of things,? Sensors, vol. 16, no. 9, 2016. [Online]. Available: http://www.mdpi.com/1424-8220/16/9/1466

[2] L. Xiao and L. Guo, The realization of precision agriculture monitoring system based on wireless sensor network,? 2010 International Conference on Computer and Communication Technologies in Agriculture Engineering, vol. 3, pp. 89?92, June 2010.

[3] R. Kirichek, M. Makolkina, J. Sene, and V. Takhtuev, Estimation quality parameters of transferring image and voice data over Zigbee in transparent mode,? Distributed Computer and Communication Networks, pp. 260? 267, 2016.

[4] G. Pekhteryev, Z. Sahinoglu, P. Orlik, and G. Bhatti, ?Image transmission over IEEE 802.15.4 and Zigbee networks, 2005 IEEE International Symposium on Circuits and Systems, pp. 3539? 3542 Vol. 4, May 2005.

[5] J. Paek, J. Hicks, S. Coe, and R. Govindan, Image-based environmental monitoring sensor application using an embedded wireless sensor network,? Sensors, vol. 14, no. 9, pp. 15981? 16002, 2014.

[6] J. Paek and J. Ko, K-means clustering-based data compression scheme for wireless imaging sensor networks,? IEEE Systems Journal, vol. 11, no. 4, pp. 2652?2662, Dec 2017.


 

Customer Reviews

There are no reviews yet.

Be the first to review “Lora-Based Visual Monitoring For Horticultural using Raspberry pi”

This site uses Akismet to reduce spam. Learn how your comment data is processed.