A Cross-Layer Predictive and Preemptive Routing Protocol for Underwater Wireless Sensor Networks Using the Lagrange Interpolation

Ahmed, Manel Baba; Cherif, Moussa Ali; Hacene, Sofiane Boukli

doi:10.4018/ijwnbt.2021070105

Cited by 3 publications

(2 citation statements)

References 18 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The author addressed a low-energy adaptive clustering hierarchy (LEACH) for energy discussed at the research. 1 The CHNs are chosen to use a probabilistic model in the Leach algorithm; however, the residual energy of endpoints is not considered. Gola and Gupta 12 introduced an underwater cluster-based approach depending on electromagnetism for UWSNs.…”

Section: Review Based On Clustering Protocolsmentioning

confidence: 99%

See 1 more Smart Citation

A depth-controlled and energy-efficient routing protocol for underwater wireless sensor networks

Lilhore¹,

Khalaf

Simaiya

et al. 2022

International Journal of Distributed Sensor Networks

View full text Add to dashboard Cite

Underwater wireless sensor network attracted massive attention from researchers. In underwater wireless sensor network, many sensor nodes are distributed at different depths in the sea. Due to its complex nature, updating their location or adding new devices is pretty challenging. Due to the constraints on energy storage of underwater wireless sensor network end devices and the complexity of repairing or recharging the device underwater, this is highly significant to strengthen the energy performance of underwater wireless sensor network. An imbalance in power consumption can cause poor performance and a limited network lifetime. To overcome these issues, we propose a depth controlled with energy-balanced routing protocol, which will be able to adjust the depth of lower energy nodes and be able to swap the lower energy nodes with higher energy nodes to ensure consistent energy utilization. The proposed energy-efficient routing protocol is based on an enhanced genetic algorithm and data fusion technique. In the proposed energy-efficient routing protocol, an existing genetic algorithm is enhanced by adding an encoding strategy, a crossover procedure, and an improved mutation operation that helps determine the nodes. The proposed model also utilized an enhanced back propagation neural network for data fusion operation, which is based on multi-hop system and also operates a highly optimized momentum technique, which helps to choose only optimum energy nodes and avoid duplicate selections that help to improve the overall energy and further reduce the quantity of data transmission. In the proposed energy-efficient routing protocol, an enhanced cluster head node is used to select a strategy that can analyze the remaining energy and directions of each participating node. In the simulation, the proposed model achieves 86.7% packet delivery ratio, 12.6% energy consumption, and 10.5% packet drop ratio over existing depth-based routing and energy-efficient depth-based routing methods for underwater wireless sensor network.

show abstract

Section: Review Based On Clustering Protocolsmentioning

confidence: 99%

“…Collecting sensor nodes, base stations, and sink nodes creates a UWSN. 1 In UWSN, all the sensor nodes are strewn across the water, mainly from the exterior to the base. It primarily captures the data and transmits it to the sink nodes, further transmitting it to the base station.…”

Section: Introductionmentioning

confidence: 99%

A depth-controlled and energy-efficient routing protocol for underwater wireless sensor networks

Lilhore¹,

Khalaf

Simaiya

et al. 2022

International Journal of Distributed Sensor Networks

View full text Add to dashboard Cite

show abstract

A Predictive Mechanism Based on Newton Interpolation for Underwater Wireless Sensor Network

Ahmed

Hacene

2022

International Journal of Electronics, Communications, and Measurement Engineering

Self Cite

View full text Add to dashboard Cite

Despite their many applications and advantages inside the marine environment, the UWSN encounters many challenges that can affect the network performances, hence many issues has raised and has been discussed recently. In this paper, we have focused on the link failure and the probability of their occurs caused by the node's mobility, water current, the limited battery of the sensor, or even the presence of some interference. Our approach is based on the newton interpolation formula, using to evaluate the link quality between sensors before that a packet is sent and operates in a cross-layer fashion, the purpose is to detect and predict if a sensor node could move out from it sender’s range, or it can regain it current position, in addition we defined a predictive zone, where the sensors are evaluated before they are selected as forwarders, based on the well-known routing protocol, Vector-Based forwarding VBF, we have implemented our approach called CPN-VBF using the ns2-simulator, the simulation results has proved the merits of the proposed study.

show abstract

Overload Detection and Energy Conserving Routing Protocol for Underwater Acoustic Communication

Ahmed

2022

International Journal of Wireless Networks and Broadband Technologies

Self Cite

View full text Add to dashboard Cite

The Underwater Wireless Acoustic Sensors are facing several challenges due to their limited energy power that can significantly affect their network performances, hence the design of an efficient and reliable routing protocol for the underwater sensor communication is becoming the main purpose for the researchers, however, in this article, a new mechanism is proposed to balance the underwater network energy consumption due to the frequent data packet forwarding, whereas the protocol uses a method that is based on the historical nodes energy, where sensor that are excessively consuming energy are considered as overloaded node and has to be excluded from the forwarding process depending on their priority value. The implementation and simulation have been performed using NS-2 network simulator, based on the well-known protocol for the underwater acoustic communication ‘Vector-Based Forwarding routing protocol’, the results shows the performance of the proposed mechanism over the VBF in term of energy consumption and efficiency, successful delivery data, and end to end delay.

show abstract

A Cross-Layer Predictive and Preemptive Routing Protocol for Underwater Wireless Sensor Networks Using the Lagrange Interpolation

Cited by 3 publications

References 18 publications

A depth-controlled and energy-efficient routing protocol for underwater wireless sensor networks

A depth-controlled and energy-efficient routing protocol for underwater wireless sensor networks

A Predictive Mechanism Based on Newton Interpolation for Underwater Wireless Sensor Network

Overload Detection and Energy Conserving Routing Protocol for Underwater Acoustic Communication

Contact Info

Product

Resources

About