Algorithm for Energy Resource Allocation and Sensor‐Based Clustering in M2M Communication Systems

P Ajay, B Nagaraj, J Jaya - Wireless Communications and …, 2022 - Wiley Online Library
Recent years have seen a surge in curiosity in machine‐to‐machine (M2M) collaborations
between academics and industry. Machine‐to‐machine communication devices (MTCDs) …

Interest-aware energy collection & resource management in machine to machine communications

EE Tsiropoulou, G Mitsis, S Papavassiliou - Ad Hoc Networks, 2018 - Elsevier
The emerging paradigm of Machine to Machine (M2M)-driven Internet of Things (IoT), where
physical objects are not disconnected from the virtual world but aim at collectively provide …

[PDF][PDF] Energy optimization in wireless sensor networks using a hybrid k-means pso clustering algorithm

B Solaiman - Turkish Journal of Electrical Engineering and …, 2016 - journals.tubitak.gov.tr
Energy saving in wireless sensor networks (WSNs) is a critical problem for diversity of
applications. Data aggregation between sensor nodes is huge unless a suitable sensor data …

An efficient cluster-based power saving scheme for wireless sensor networks

JY Chang, PH Ju - EURASIP Journal on Wireless Communications and …, 2012 - Springer
In this article, efficient power saving scheme and corresponding algorithm must be
developed and designed in order to provide reasonable energy consumption and to …

An optimal energy‐efficient clustering method in wireless sensor networks using multi‐objective genetic algorithm

A Peiravi, HR Mashhadi… - International Journal of …, 2013 - Wiley Online Library
In this study, an optimal method of clustering homogeneous wireless sensor networks using
a multi‐objective two‐nested genetic algorithm is presented. The top level algorithm is a …

Optimal energy aware clustering in sensor networks

S Ghiasi, A Srivastava, X Yang, M Sarrafzadeh - Sensors, 2002 - mdpi.com
Sensor networks is among the fastest growing technologies that have the potential of
changing our lives drastically. These collaborative, dynamic and distributed computing and …

Adaptive clustering in wireless sensor networks by mining sensor energy data

S Ci, M Guizani, H Sharif - Computer Communications, 2007 - Elsevier
Clustering has been well received as one of the effective solutions to enhance energy
efficiency and scalability of large-scale wireless sensor networks. The goal of clustering is to …

Improved Soft-k-Means Clustering Algorithm for Balancing Energy Consumption in Wireless Sensor Networks

B Zhu, E Bedeer, HH Nguyen… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Energy load balancing is an essential issue in designing wireless sensor networks (WSNs).
Clustering techniques are utilized as energy-efficient methods to balance the network …

A cluster-based energy optimization algorithm in wireless sensor networks with mobile sink

Q Wei, K Bai, L Zhou, Z Hu, Y Jin, J Li - Sensors, 2021 - mdpi.com
Aiming at high network energy consumption and data delay induced by mobile sink in
wireless sensor networks (WSNs), this paper proposes a cluster-based energy optimization …

EKMT-k-means clustering algorithmic solution for low energy consumption for wireless sensor networks based on minimum mean distance from base station

B Jain, G Brar, J Malhotra - … and Data Knowledge Engineering: Volume 1, 2018 - Springer
EKMT-k-means clustering algorithmic solution is one of the well known methods among all
the partition based algorithms to partition a data set into group of patterns. This paper …