A hybrid clustering and evolutionary approach for wireless underground sensor network lifetime maximization

Tam, Nguyen Thi; Bình, Huỳnh Thị Thanh; Dũng, Đặng Đức; Lan, Phan Ngoc; Vĩnh, Lê Trọng; Yuan, Bo; Yao, Xin

doi:10.1016/j.ins.2019.07.060

Cited by 23 publications

(6 citation statements)

References 17 publications

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“…This approach is more complex to develop as it requires the integration of routing protocols and different strategies (e.g., the role of a relay node can be given to another one to distribute the energy costs), [35,43,44]. This topology is also confronted by the difficulty to obtain reliable UG2UG communications and by the risk that the failure of one node can make all the network inoperative [45,77]. Future challenges on the network topology underground are thus mainly based on the improvement of the performances and reliability of the UG2UG communication links.…”

Section: Determination Of the Network Topology And Node Placementmentioning

confidence: 99%

Internet of Underground Things in Agriculture 4.0: Challenges, Applications and Perspectives

Cariou

Moiroux-Arvis

Pinet

et al. 2023

Sensors

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Internet of underground things (IoUTs) and wireless underground sensor networks (WUSNs) are new technologies particularly relevant in agriculture to measure and transmit environmental data, enabling us to optimize both crop growth and water resource management. The sensor nodes can be buried anywhere, including in the passage of vehicles, without interfering with aboveground farming activities. However, to obtain fully operational systems, several scientific and technological challenges remain to be addressed. The objective of this paper is to identify these challenges and provide an overview of the latest advances in IoUTs and WUSNs. The challenges related to the development of buried sensor nodes are first presented. The recent approaches proposed in the literature to autonomously and optimally collect the data of several buried sensor nodes, ranging from the use of ground relays, mobile robots and unmanned aerial vehicles, are next described. Finally, potential agricultural applications and future research directions are identified and discussed.

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Section: Determination Of the Network Topology And Node Placementmentioning

confidence: 99%

Internet of Underground Things in Agriculture 4.0: Challenges, Applications and Perspectives

Cariou

Moiroux-Arvis

Pinet

et al. 2023

Sensors

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“…Nguyen et al [105] proposed an idea of a hybrid clustering and evolutionary approach for WUSN's lifetime maximization [106]. The advantages and disadvantages for the cross-layered approach have been presented in Table 1.…”

Section: 5mentioning

confidence: 99%

Magnetic Induction Technology-Based Wireless Sensor Network for Underground Infrastructure, Monitoring Soil Conditions, and Environmental Observation Applications: Challenges and Future Aspects

Singh

et al. 2022

Journal of Sensors

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Wireless sensor networks (WSNs) especially with sensor nodes communicating with each other in medium other than air have been naive area of research since the last few years. In comparison to underwater communication, wireless underground sensor networks (WUSNs) are now being used in a large number of applications ranging from environmental observation, estimating chances of earthquake, communicating in underground tunnels or mines, and infrastructure monitoring to soil monitoring for agricultural purposes. In spite of all such promising applications, due to harsh and dynamically changing soil characteristics including soil type, water content in soil, and soil temperature, underground communication with conventional electromagnetic (EM) wave-based technology could not prove to be feasible for long-distance communication. Alternatively, due to magnetic permeability of soil being similar to air, magnetic induction- (MI-) based approach was adopted using magnetic coils as antenna for sensor nodes. Subsequently, MI waveguide and 3D coil mechanisms were considered to improve the system efficiency. Attributing to different characteristics of underlying transmission channels, communication protocols as well as architecture of MI-based WUSNS (MI-WUSNs) have been developed with different approaches. In this review paper, in addition to the latest advancements made for MI-WUSNs, closely associated areas of MI-WUSNs have also been explored. Additionally, research areas which are still open to be worked upon have been detailed out.

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“…The authors in [9] considered designing WSN with relays, where the networks are deployed underground, but relays are placed above ground. The authors in [10] studied the relay deployment problem in the same network with the constraints of load balance.…”

Section: Related Workmentioning

confidence: 99%

A Sustainable WSN System with Heuristic Schemes in IIoT

Li¹,

Zhang²,

Wu³

et al. 2022

Computers, Materials &Amp; Continua

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Recently, the development of Industrial Internet of Things has taken the advantage of 5G network to be more powerful and more intelligent. However, the upgrading of 5G network will cause a variety of issues increase, one of them is the increased cost of coverage. In this paper, we propose a sustainable wireless sensor networks system, which avoids the problems brought by 5G network system to some extent. In this system, deploying relays and selecting routing are for the sake of communication and charging. The main aim is to minimize the total energy-cost of communication under the precondition, where each terminal with low-power should be charged by at least one relay. Furthermore, from the perspective of graph theory, we extract a combinatorial optimization problem from this system. After that, as to four different cases, there are corresponding different versions of the problem. We give the proofs of computational complexity for these problems, and two heuristic algorithms for one of them are proposed. Finally, the extensive experiments compare and demonstrate the performances of these two algorithms.

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A hybrid clustering and evolutionary approach for wireless underground sensor network lifetime maximization

Cited by 23 publications

References 17 publications

Internet of Underground Things in Agriculture 4.0: Challenges, Applications and Perspectives

Internet of Underground Things in Agriculture 4.0: Challenges, Applications and Perspectives

Magnetic Induction Technology-Based Wireless Sensor Network for Underground Infrastructure, Monitoring Soil Conditions, and Environmental Observation Applications: Challenges and Future Aspects

A Sustainable WSN System with Heuristic Schemes in IIoT

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