Broadcast Tree Construction for Secure and Shortest Path Finding Techniques in WSN for Smart Farming Application

A wireless sensor network (WSN) consists of a large number of distributed sensing devices that use little power and processing capabilities. Data packet switching in sensing devices is often achieved by using multi-hop transmission due to the limited range of connection and the dense distribution of sensor nodes. Dynamic routing in wireless sensor networks (WSN) has been more popular in recent years. In modern times, sensor networks often use the multipath data transmitting approach to optimize system performance by using the available bandwidth. The main objective of this paper is to elucidate the concept of multipath routing, along with its inherent challenges and fundamental justifications for using this approach in sensor networks. This study presents a method for determining the shortest route using the Broadcast Tree Construction (BTC) algorithm, which incorporates data aggregation methods to reduce network overhead during communication. This method is suitable for both cluster networks and Wireless Sensor networks. We conducted a comprehensive experimental study to assess the performance of our proposed system in the NS2 environment. We tested the system using four distinct protocols and examined its efficiency. The system conserves 15% of the energy of internal nodes and improves network life by 7% when it operates with SAODV.

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Published
2024-10-25
DOI
https://doi.org/10.1109/gccit63234.2024.10862359
Primary Topic
Energy Efficient Wireless Sensor Networks
Type
article
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article

Broadcast Tree Construction for Secure and Shortest Path Finding Techniques in WSN for Smart Farming Application

Rajesh Keshavrao Deshmukh, Aparna A. Junnarkar, Ashish Bapurao Manwatkar, Shubhangi Jagdish Kamble et al.
Energy Efficient Wireless Sensor Networks
article

Broadcast Tree Construction for Secure and Shortest Path Finding Techniques in WSN for Smart Farming Application

Rajesh Keshavrao Deshmukh, Aparna A. Junnarkar, Ashish Bapurao Manwatkar, Shubhangi Jagdish Kamble, Pranita Kishor Kachare, Snehal Prashant Latkar
article en

Abstract

A wireless sensor network (WSN) consists of a large number of distributed sensing devices that use little power and processing capabilities. Data packet switching in sensing devices is often achieved by using multi-hop transmission due to the limited range of connection and the dense distribution of sensor nodes. Dynamic routing in wireless sensor networks (WSN) has been more popular in recent years. In modern times, sensor networks often use the multipath data transmitting approach to optimize system performance by using the available bandwidth. The main objective of this paper is to elucidate the concept of multipath routing, along with its inherent challenges and fundamental justifications for using this approach in sensor networks. This study presents a method for determining the shortest route using the Broadcast Tree Construction (BTC) algorithm, which incorporates data aggregation methods to reduce network overhead during communication. This method is suitable for both cluster networks and Wireless Sensor networks. We conducted a comprehensive experimental study to assess the performance of our proposed system in the NS2 environment. We tested the system using four distinct protocols and examined its efficiency. The system conserves 15% of the energy of internal nodes and improves network life by 7% when it operates with SAODV.

International Institute of Information Technology (IN), Kalinga University (IN)
Zero hunger
Openalex Percentile: Top 69%
Energy Efficient Wireless Sensor Networks
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Broadcast Tree Construction for Secure and Shortest Path Finding Techniques in WSN for Smart Farming Application — Rajesh Keshavrao Deshmukh, Aparna A. Junnarkar, et al. · (2024) | TGRS Research Map | TGRS