A robust uncertainty-aware cluster-based deployment approach for WSNs: Coverage, connectivity, and lifespan

MR Senouci, A Mellouk - Journal of Network and Computer Applications, 2019 - Elsevier
Predicting the expected performance of Wireless Sensor Networks (WSNs) is the key to their
successful deployment. This paper investigates the following fundamental problem: how to …

Efficient uncertainty-aware deployment algorithms for wireless sensor networks

SM Reda, M Abdelhamid, O Latifa… - 2012 IEEE Wireless …, 2012 - ieeexplore.ieee.org
Deployment is a fundamental issue in wireless sensor networks. Usually the sensor
locations are precomputed based on a” perfect” sensor coverage model, whereas sensors …

Uncertainty-aware sensor network deployment

MR Senouci, A Mellouk, L Oukhellou… - 2011 IEEE Global …, 2011 - ieeexplore.ieee.org
In this paper, we address the issue of handling uncertainty and information fusion for an
efficient WSN deployment. We present a flexible framework for collaborative target detection …

Fusion-based surveillance WSN deployment using Dempster–Shafer theory

MR Senouci, A Mellouk, N Aitsaadi… - Journal of Network and …, 2016 - Elsevier
Abstract In mission-critical Wireless Sensor Networks surveillance applications, a high
detection rate coupled with a low false alarm rate is essential. Additionally, fusion methods …

A survey of artificial intelligence based wsns deployment techniques and related objectives modeling

K Zaimen, L Moalic, A Abouaissa, L Idoumghar - IEEE Access, 2022 - ieeexplore.ieee.org
Recent advances in hardware and communication technologies have accelerated the
deployment of billions of wireless sensors. This transformation has created a wide range of …

A fuzzy/possibility approach for area coverage in wireless sensor networks

A Boualem, C De Runz, M Ayaida, H Akdag - Soft Computing, 2023 - Springer
The literature approaches, devoted to sensor improve network coverage, are deterministic in
terms of deployment environment and node configuration parameters. Nevertheless, this …

Balancing the trade-off between cost and reliability for wireless sensor networks: a multi-objective optimized deployment method

L Chen, Y Xu, F Xu, Q Hu, Z Tang - Applied Intelligence, 2023 - Springer
The deployment of the sensor nodes (SNs) always plays a decisive role in the system
performance of wireless sensor networks (WSNs). In this work, we propose an optimal …

Lifetime optimizing clustering structure using Archimedes' spiral-based deployment in WSNs

A Ghosal, S Halder - IEEE Systems Journal, 2015 - ieeexplore.ieee.org
In wireless sensor networks (WSNs), preserving energy requires utmost attention, as they
are highly resource constrained. Clustering is commonly considered as one of the efficient …

C3: an energy-efficient protocol for coverage, connectivity and communication in WSNs

M Akhlaq, TR Sheltami, EM Shakshuki - Personal and Ubiquitous …, 2014 - Springer
The lower layer of ubiquitous and pervasive systems consists of wireless ad hoc and sensor
networks. In wireless sensor networks (WSNs), sensors consume most of their energy in …

The optimal deployment, coverage, and connectivity problems in wireless sensor networks: revisited

JN Al-Karaki, A Gawanmeh - IEEE Access, 2017 - ieeexplore.ieee.org
Finding an optimal node deployment strategy in wireless sensor networks (WSNs) that
would reduce cost, be robust to node failures, reduce computation, and communication …