Wireless sensor network deployment optimization using reference-point-based non-dominated sorting approach (nsga-iii)

A Metiaf, Q Wu - Journal of Physics: Conference Series, 2019 - iopscience.iop.org
Wireless sensor networks (WSN) nowadays have gained more interest, pushed by the
growing necessity for data collection and transmission from both civilian and military …

Optimization of network coverage and lifetime of the wireless sensor network based on pareto optimization using non-dominated sorting genetic approach

SS Chakravarthi, GH Kumar - Procedia Computer Science, 2020 - Elsevier
Evolutionary algorithms are developed systematically to solve optimization problems with
one, several, and many objectives. NSGA-II is one of the universally used algorithm for …

Hybrid multi-objective evolutionary algorithms based on decomposition for wireless sensor network coverage optimization

Y Xu, O Ding, R Qu, K Li - Applied Soft Computing, 2018 - Elsevier
Abstract In Wireless Sensor Networks (WSN), maintaining a high coverage and extending
the network lifetime are two conflicting crucial issues considered by real world service …

[PDF][PDF] Lagged multi-objective jumping particle swarm optimization for wireless sensor network deployment

M SHUJAA - Journal of Theoretical and Applied Information …, 2019 - researchgate.net
Studies pertaining to wireless sensor network deployment (WSND) have escalated in recent
years due to its exceptional function in planning configurations for sensor networks in order …

Multi-objective evolutionary algorithm based on decomposition for energy efficient coverage in wireless sensor networks

S Özdemir, BA Attea, ÖA Khalil - Wireless personal communications, 2013 - Springer
Wireless sensor networks (WSNs) have become a hot area of research in recent years due
to the realization of their ability in myriad applications including military surveillance, facility …

Node deployment for wireless sensor networks based on improved multi-objective evolutionary algorithm

K Wei - International Journal of Internet Protocol …, 2017 - inderscienceonline.com
Node deployment is a crucial issue for wireless sensor networks, and it significantly affects
the performance of wireless sensor networks. In this paper, we proposed a novel Node …

Adaptive directed evolved NSGA2 based node placement optimization for wireless sensor networks

Y Zhang, M Liu - Wireless Networks, 2020 - Springer
Wireless sensor network (WSN) is a wireless network composed of a large number of static
or mobile sensors in a self-organizing and multi-hop manner. In WSN research, node …

An effective optimisation algorithm for sensor deployment problem in wireless sensor network

V Puri, A Ramesh Babu, T Sudalai Muthu… - … Conference, NGCT 2018 …, 2019 - Springer
Wireless sensor network (WSN) is a group of sensor nodes deployed and resource-
constrained sensor nodes aware their surroundings and communicate the sensed data to …

A new optimal deployment model of internet of things based on wireless sensor networks

F Hajjej, M Hamdi, R Ejbali… - 2019 15th International …, 2019 - ieeexplore.ieee.org
Wireless Sensor Networks (WSNs) are scalable research domain with a multitude of
application contexts. Sensor nodes deployment is a decisive step that has a major impact on …

Improving coverage in wireless sensor networks using multi-objective evolutionary algorithms

F Yildirim Okay, S Ozdemir - Journal of the Faculty of …, 2015 - avesis.hacettepe.edu.tr
Node deployment is one of the important issues to be addressed in Wireless Sensor
Networks (WSNs). A proper node deployment scheme can reduce the complexity of …