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1-s2.0-S0168169922004227-main.pdf [article]

mehdi gheisari, mahdi safaei yaraziz, Jafar A. Alzubi, Saied Pirasteh
2022 figshare.com  
This study presents a cluster election algorithm using the fuzzy logic inference system. It uses a coordinates system to map network nodes and map them based on prioritized scheduling  ...  Evaluation and extension lifetime of the network; d. The network consists of homogeneous nodes with the same energy level; WSN in agriculture WSN is an important enabler for precision agriculture.  ...  The proposed clustering algorithm is based on the functionality of the LEACH protocol. The LEACH protocol is one of the first and most popular layer protocols for selecting WSN cluster leaders.  ... 
doi:10.6084/m9.figshare.20055929.v1 fatcat:uffu666zenfmteyy5ivmojflgi

Crop Growth Monitoring System Based on Agricultural Internet of Things Technology

Jienan Wu, Xuefeng Shao
2022 Journal of Electrical and Computer Engineering  
Moreover, this paper combines the fuzzy theory to process the data of the agricultural Internet of Things to reduce the uncertainty of the data processing of the agricultural Internet of Things.  ...  From the test results, it can be seen that the crop growth monitoring system based on the agricultural Internet of Things proposed in this paper has a good effect.  ...  Literature [11] presented the application of wireless sensor network based on ZigBee wireless communication protocol in precision agriculture. e lowpower local area network protocol based on IEEE802.15.4  ... 
doi:10.1155/2022/8466037 fatcat:qk2tsim23jd5lndvquqsz5ecii

A Review of Wireless Sensor Networks in Automated Irrigation

V. Gokul, R. Ezhilarasie, A. Umamakeswari
2016 Indian Journal of Science and Technology  
The aim of this paper is to focus on existing technologies for making the irrigation process autonomous and effective use of wireless sensor networks.  ...  Method: Many existing methodologies use threshold based algorithm and fuzzy logic which lead to imprecise output.  ...  We also thank SASTRA University, Thanjavur, India for extending the infrastructural support to carry out this work. References  ... 
doi:10.17485/ijst/2016/v9i48/108006 fatcat:cqt5tg2dnjbh3c77binm462mva

http://www.warse.org/IJETER/static/pdf/file/ijeter237892020.pdf

2020 International Journal of Emerging Trends in Engineering Research  
The protocol is built based on the existing LEACH protocol to increase the lifetime of sensor network as well as to provide the energy efficiency at each node in WSN.  ...  FEEM (Fuzzified Energy Efficient Mechanism) is a clustering based protocol proposed for continuous data-gathering with reduced energy consumption in WSN.  ...  Some of the application domains of the sensor networks are Military, Environmental, Health (Scanning), Vehicular Movement, Exploration, Precision agriculture, Habitat monitoring, Tracking of containers  ... 
doi:10.30534/ijeter/2020/238892020 fatcat:pi4dlnvvvfdi7cj2zab75vssg4

A Review on Distributed Topology Control Techniques for Energy Efficient Cluster based Protocols for WSN

Er. Amandeep Kaur
2018 International Journal for Research in Applied Science and Engineering Technology  
Various cluster based protocols are there which can sib divide the network area into smaller parts and each part can have specific number of sensor nodes deployed randomly.  ...  So various researches has been done in current time to have efficient protocols which can utilize energy is time efficient manner.  ...  The wireless sensor network is primarily used in precision agriculture.  ... 
doi:10.22214/ijraset.2018.5017 fatcat:sa7xn6wlgzenhpe6vcjrr22ldm

An Intelligent Irrigation System Based on Wireless Sensor Network and Fuzzy Control

Liai Gao, Meng Zhang, Geng Chen
2013 Journal of Networks  
In order to resolve the problems which include loss of soil fertility and waste of water resource in agriculture production, we design an intelligent irrigation system based on wireless sensor networks  ...  Index Terms-water-saving irrigation, wireless sensor network, fuzzy control strategy, sensor  ...  and increase the efficiency of agricultural water.  ... 
doi:10.4304/jnw.8.5.1080-1087 fatcat:4yan3bfyabd45dnzh3lnhm6ile

Energy-Efficient Wireless Sensor Networks for Precision Agriculture: A Review

Haider Jawad, Rosdiadee Nordin, Sadik Gharghan, Aqeel Jawad, Mahamod Ismail
2017 Sensors  
This review outlines the recent applications of WSNs in agriculture research as well as classifies and compares various wireless communication protocols, the taxonomy of energy-efficient and energy harvesting  ...  One of these studies [5] prefers to utilize ZigBee in farming domains and agricultural applications owing to its energy-efficient, reliable, and low-cost wireless protocol.  ...  Figure 2 . 2 Energy-efficient schemes in agriculture based on wireless sensor networks (WSNs). Figure 2 . 2 Energy-efficient schemes in agriculture based on wireless sensor networks (WSNs).  ... 
doi:10.3390/s17081781 pmid:28771214 pmcid:PMC5579920 fatcat:57mdyjuefnezbpaph2i6nip7sq

MACHINE LEARNING TECHNIQUES FOR ROUTING, LOCALIZATION AND QOS FOR FUTURE WIRELESS SENSOR NETWORKS

Mohammad Sirajuddin, Research Scholar, Department of CSE Jawaharlal Technological University Hyderabad, Hyderabad, Telangana, India
2021 International Journal of Advanced Research in Computer Science  
The key difficulties with Wireless Sensor Networks (WSNs) are energy-efficient routing, localization strategies and QoS, as these tiny sensor nodes rely solely on battery power to operate in hazardous  ...  Machine learning approaches are thought to be useful for developing energy-efficient routing and localization strategies.  ...  Energy Efficiency Because sensors have limited energy to execute their jobs during their lifespan, energy efficiency is important in QoS. In WSN, energy harvesting is an essential and difficult task.  ... 
doi:10.26483/ijarcs.v12i6.6788 fatcat:ierg7urpm5eavkofi2ce2a3ty4

IoT Based Energy-Efficient Data Aggregation Wireless Sensor Network in Agriculture: A Review

Vijay Nandal, Dr. Sunita Dahiya
2021 Psychology (Savannah, Ga.)  
In this paper we discuss the aggregation of data and their complex energy-efficient approach used for data aggregation in WSN.  ...  Sensor nodes generate Wireless Sensor Networks (WSNs), these networks have considerable application in the areas of habitat safety, disaster management, surveillance in defense, security & many more areas  ...  This paper also provides a base for Precision Agriculture research for further work. Fig. 1 1 Fig. 1. A Wireless Sensor Network [2].  ... 
doi:10.17762/pae.v58i1.1194 fatcat:zex4fttohfdnxn3g4x6dmw7cci

Automated Irrigation System Using Improved Fuzzy Neural Network in Wireless Sensor Networks

S. Sakthivel, V. Vivekanandhan, M. Manikandan
2023 Intelligent Automation and Soft Computing  
Finally, the uniform distribution-based fuzzy neural network is formulated based on the received data information in the decision-making module.  ...  gathering information from Wireless Sensor Networks (WSNs) positioned in rice, cotton, cassava crops for knowledge discovery and decision making.  ...  This novel intelligent energy-efficient routing protocol uses fuzzy rules, and the protocol is called Terrain-based Routing using Fuzzy rules for precision agriculture.  ... 
doi:10.32604/iasc.2023.026289 fatcat:wavzefx6h5aqrmjw5a5htg626u

Design and Implementation of a Smart Controller in Agriculture for Improved Productivity

V Sravani, Santhosh K V, Sanjay Bhargava, Verina D'Almeida
2018 Istanbul University - Journal of Electrical & Electronics Engineering  
Fuzzy-based controllers were designed to operate the actuators to maintain the set point. The designed system on implementation was tested on a real-life model.  ...  Sensors were placed to continuously monitor the field parameters such as temperature, humidity, sunlight, and soil moisture.  ...  In [14] , design of precision agriculture sensing system based on wireless multimedia sensor network is reported.  ... 
doi:10.5152/iujeee.2018.1808 fatcat:nupzcyyty5c6zppdcnhtqqoqkm

Low-Cost Wireless Sensing System for Precision Agriculture Applications in Orchards

Aristotelis C. Tagarakis, Dimitrios Kateris, Remigio Berruto, Dionysis Bochtis
2021 Applied Sciences  
Wireless sensor networks (WSNs) can be reliable tools in agricultural management.  ...  A star topology was followed for the sake of simplification, low energy demands and increased network reliability.  ...  of the wireless sensors network in agricultural operations.  ... 
doi:10.3390/app11135858 fatcat:awwna4w3ozb5vnydggndy3erti

Modified LEACH and Fuzzy C-Means Based Clustering Protocol for Wireless Sensor Networks

Tin Aye Chit, Nyein Aye Maung Maung, Khine Thin Zar
2021 International Journal of Advances in Scientific Research and Engineering  
Clustering based routing algorithm proved energy efficiency in Wireless Sensor Networks (WSNs) , in which appropriate cluster formation and cluster heads (CHs) selection is crucial for energy saving.  ...  Wireless Sensor Networks formed by grouping of small batteries equipped sensor nodes, faces the major issue in optimization of energy when designing the routing protocols.  ...  objective the energy efficient Fuzzy C-Means and LEACH based proposed protocol is designed and presented in this paper.  ... 
doi:10.31695/ijasre.2021.33963 fatcat:25theji3enhnxakxng4whndruq

Energy efficient hybrid routing protocol for Wireless Sensor Networks Using AI Technique

Amit Gautam, Ravi Yadav
2021 EAI Endorsed Transactions on Scalable Information Systems  
Our proposed method is using a hybrid routing protocol for efficient utilization of energy in the network.  ...  In our hybrid clustering mechanism, Fuzzy Logics is used for the selection of cluster heads based on distance, noise, and residual energy as parameters of sensor nodes.  ...  Selection of Cluster head using Fuzzy logic based on Distance, Residual Energy, and Noise Factor: - The proposed protocol is based on the concept of soft computing aka fuzzy logic for balancing energy  ... 
doi:10.4108/eai.3-11-2021.171757 fatcat:bza4wfvd4vbalo4dfidkrqkihq

Energy optimization of wireless sensor network using neuro-fuzzy algorithms

Mohammed Ali, Fikreselam Gared
2019 Ethiopian Journal of Science and Technology  
Clustering is one of the hierarchical based routing protocols, which manage the communication between sensor nodes and sink via Cluster Head (CH); CH is responsible for sending and receiving information  ...  The major objective of this research was to efficiently consume energy based on the Neuro-Fuzzy approach particularly adaptive Neuro fuzzy inference system (ANFIS).  ...  Energy efficient routing protocols are recommended and developed for several applications. In particular clustering technique is the dominant area to search and optimize energy of sensor node.  ... 
doi:10.4314/ejst.v12i2.5 fatcat:745mwtv4wjds3g2t7cyupiyfsa
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