A review of Energy Hole mitigating techniques in multi-hop many to one communication and its significance in IoT oriented Smart City infrastructure

T Shafique, R Gantassi, AH Soliman, A Amjad… - IEEE …, 2023 - ieeexplore.ieee.org
A huge increase in the percentage of the world's urban population poses resource
management, especially energy management challenges in smart cities. In this paper, the …

Enhancing QoS and residual energy by using of grid-size clustering, K-means, and TSP algorithms with MDC in LEACH protocol

R Gantassi, Z Masood, Y Choi - IEEE Access, 2022 - ieeexplore.ieee.org
Some recent researches have shown that the energy consumption problem caused by data
collection in a wireless sensor network (WSN) based on a static data collector is a main …

Enhanced Network QoS in Large Scale and High Sensor Node Density Wireless Sensor Networks Using (IR-DV-Hop) localization algorithm and mobile data collector …

R Gantassi, S Messous, Z Masood, QA Sias… - IEEE Access, 2024 - ieeexplore.ieee.org
This paper poses new challenges, especially when designing routing protocols to improve
the quality of service (QoS) criteria and the lifetime of large-scale wireless sensor networks …

Performance analysis of machine learning algorithms with clustering protocol in wireless sensor networks

R Gantassi, Z Masood, S Lim, QA Sias… - … Artificial Intelligence in …, 2023 - ieeexplore.ieee.org
In wireless sensor networks (WSN), machine learning (ML) algorithms have an important
role in cluster head (CH) selection according to several quality of service (QoS) metrics. This …

[PDF][PDF] A Clustering Optimization for Energy Consumption Problems in Wireless Sensor Networks using Modified K-Means++ Algorithm.

FS Mukti, A Junikhah, PMA Putra, A Soetedjo… - International Journal of …, 2022 - inass.org
Wireless Sensor Network (WSN) became viable solution for smart technology for many
industries nowadays. With abundant credentials, WSN still left a major constraint in energy …

An Improved Neural based Cluster Heads Selection Mechanism for Wireless Sensor Network

U Hariharan, KP Merry, S Rattan - 2023 IEEE 9th International …, 2023 - ieeexplore.ieee.org
Wireless Sensor Networks (WSNs) are used in every industry now because of the many
benefits they provide. Over a thousand sensors are networked together to deliver higher …

[HTML][HTML] A Multi-Objective Optimization Framework for Peer-to-Peer Energy Trading in South Korea's Tiered Pricing System

L Kharatovi, R Gantassi, Z Masood, Y Choi - Applied Sciences, 2024 - mdpi.com
This study proposes a multi-objective optimization framework for peer-to-peer (P2P) energy
trading in South Korea's tiered electricity pricing system. The framework employs the Multi …

Divisive hierarchical clustering for energy saving and latency reduction in UAV-assisted WSANs

X Zhang, YL Wang, H Byun - EURASIP Journal on Wireless …, 2025 - Springer
In response to the harsh and limited conditions prevalent in remote areas, wireless sensor
and actuator networks (WSANs) play an essential role in Internet-of-Things systems by …

DBDCC: Density based Distorted Circle Clustering for Energy Efficient Wireless Sensor Networks

K Devmurari, M Kumar… - 2024 IEEE 100th Vehicular …, 2024 - ieeexplore.ieee.org
With the rise of the Internet of Things and the need for sustainable large-area monitoring,
energy-efficient wireless sensor networks (WSNs) have become a necessity. As WSNs rely …

iLEACH: An Improved LEACH Algorithm Using Residual Energy and MDC

AK Mani, Y Al Mtawa… - 2023 IEEE Canadian …, 2023 - ieeexplore.ieee.org
The classical LEACH algorithm is a well-known clustering protocol for WSNs that helps to
improve the network's energy efficiency and prolong its lifetime. However, LEACH and its …