Energy efficient routing algorithms for application to agro-food wireless sensor networks

Chiti, Francesco; Cristofaro, A. De; Fantacci, Romano; Tarchi, Daniele; Collodo, G.; Giorgetti, Gianni; Manes, Antonio

doi:10.1109/icc.2005.1494957

Cited by 27 publications

(21 citation statements)

References 8 publications

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“…This enables the sensor nodes to transmit the data to the BS through active nodes in their neighboring zones. This is because R c >R s and there is a defined relationship between those ranges [1]. In Figure 6, we find that sensor node a 2 is at the border of two zones Z i and Z i+1 .…”

Section: Zone Creation and Active Node Selectionmentioning

confidence: 80%

“…Chitiet al [1] propose next generation firm for Agrofood productions. This system uses Ambient Intelligence and WSN.…”

Section: Literature Reviewmentioning

confidence: 99%

“…In this article, we focus on routing and topology control challenges. Many of the existing routing protocols [1][2][3] use energy-inefficient tree structure and dynamic flooding. These protocols use the number of hops as the length of data transmission path.…”

Section: Introductionmentioning

confidence: 99%

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The significant impact of a set of topologies on wireless sensor networks

Karim

Salti

Mahmoud

2012

J Wireless Com Network

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Routing and topology control for Wireless Sensor Networks (WSNs) is significantly important to achieve energy efficiency in resource-constrained WSNs, and high-speed packet delivery. In this article, we introduce a framework for WSN that combines three design approaches: (1) clustering, (2) routing, and (3) topology control. In this framework, we implement an energy-efficient zone-based topology and routing protocol. The framework features a new set of graphs referred to as the Mini Gabriel (MG) graphs. The simulation results demonstrate that the framework with the MG graphs and without these graphs are generally 28% better than the framework with an existing geometric graph. This is in terms of the total network energy consumptions. In addition, the proposed framework is 10, 25, 26, and 46% better than the proposed work with an existing geometric graph in terms of the end-to-end data transmission delay, the transmission energy consumptions, the number of hops in established paths and the routing delay, respectively. Moreover, the MG demonstrates that it achieves the connectivity property, which is critical for WSNs.

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Section: Zone Creation and Active Node Selectionmentioning

confidence: 80%

“…Chitiet al [1] propose next generation firm for Agrofood productions. This system uses Ambient Intelligence and WSN.…”

Section: Literature Reviewmentioning

confidence: 99%

See 1 more Smart Citation

The significant impact of a set of topologies on wireless sensor networks

Karim

Salti

Mahmoud

2012

J Wireless Com Network

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“…Due to these inherent characteristics that distinguish WSNs from other networks, routing issue in WSNs is very challenging. Recently, intensive research efforts have been focused on designing routing protocols specifically for WSNs [2][3][4][5][6][7][8][9][10][11].…”

Section: Introductionmentioning

confidence: 99%

Delay-Minimum Energy-Aware Routing Protocol (DERP) for Wireless Sensor Networks

2007

Eighth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Com

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In recent years, wireless sensor networks (WSNs) have been an interesting and important research area. Many routing protocols for WSNs have been designed to achieve high energy-efficiency, high reliability, low overhead, etc. However, few routing protocols for WSNs were designed to minimize the communication delay, which is one of the most important requirements for applications of WSNs, such as real-time surveillance systems. In this paper, a novel routing protocol for WSNs coined Delay-Minimum EnergyAware Routing Protocol (DERP) is proposed for guaranteeing real-time communication. Additionally, energy-efficiency that prolongs the network lifetime is fully considered. Performance analyses and simulation results show that the DERP has much better performance than Directed Diffusion [2] and Rumor Routing [5] in terms of both communication delay and network lifetime.

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“…The continuous development of communication technology has pushed up the demand for diversified monitoring systems. Ever since the first practical application of WSN was made by US Armed Forces, the technology has been extensively applied in the civilian field [2].…”

Section: Introductionmentioning

confidence: 99%

An Agricultural Monitoring System Based on Wireless Sensor and Depth Learning Algorithm

Geng

Dong

2017

Int. J. Onl. Eng.

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Abstract-The rise and development of the Internet of Things (IoT) have given birth to the frontier technology of the agricultural IoT, which marks the future trend in agriculture and the IoT. The agricultural IoT can be combined with Zigbee, a short-range wireless network technology for monitoring systems, to solve the excessively large planting area and other defects in agricultural production. Meanwhile, the modernization of planting and harvesting has set the stage for deep learning. Unlike the artificial neural network, the deep learning is an important intelligent algorithm, capable of solving many real-world problems. Therefore, this paper probes into the problems of modern automatic agriculture. First, the routing allocation technology and transmission mode were optimized to solve the energy consumption problem. Second, the classification model based on deep learning algorithm was put forward according to the application of the Wireless Sensor Network (WSN) in continuous monitoring of soil temperature and humidity. Despite the lack of upper soil humidity sensor in agriculture, the model can still classify the soil moisture of the nodes, and derive the main soil moisture content. Finally, a solution was presented based on agricultural ZigBee WSN technology. In addition to cheap cost and low power consumption, the solution has the functions of reminding and recognition due to the adoption of artificial intelligence algorithm. Suffice it to say that the solution is a successful attempt to integrate artificial intelligence and sensor technology into agricultural modernization.

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Energy efficient routing algorithms for application to agro-food wireless sensor networks

Cited by 27 publications

References 8 publications

The significant impact of a set of topologies on wireless sensor networks

The significant impact of a set of topologies on wireless sensor networks

Delay-Minimum Energy-Aware Routing Protocol (DERP) for Wireless Sensor Networks

An Agricultural Monitoring System Based on Wireless Sensor and Depth Learning Algorithm

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