GREPHRO: Nature-inspired optimization duo for Internet-of-Things

G Kumar, R Saha, M Conti, T Devgun, R Thomas - Internet of Things, 2024 - Elsevier
The optimization techniques usually work with the maximization or minimization of the
problem to obtain the local loci or cumulative global loci. Two-dimensional bio-inspired …

Energy‐Efficient Clustering and Localization Technique Using Genetic Algorithm in Wireless Sensor Networks

J Chen, SH Sackey, JH Anajemba, X Zhang, Y He - Complexity, 2021 - Wiley Online Library
Localization is recognized among the topmost vital features in numerous wireless sensor
network (WSN) applications. This paper puts forward energy‐efficient clustering and …

Parametric loop division for 3D localization in wireless sensor networks

T Ahmad, XJ Li, BC Seet - Sensors, 2017 - mdpi.com
Localization in Wireless Sensor Networks (WSNs) has been an active topic for more than
two decades. A variety of algorithms were proposed to improve the localization accuracy …

An enhanced energy-aware cluster-based routing algorithm in wireless sensor networks

S Dehghani, B Barekatain, M Pourzaferani - Wireless Personal …, 2018 - Springer
Despite the wide improvement in wireless sensor networks, energy consumption is still
considered as the most important challenge in this kind of network. Previous research …

Parallel memetic algorithm for training recurrent neural networks for the energy efficiency problem

LGB Ruíz, MI Capel, MC Pegalajar - Applied Soft Computing, 2019 - Elsevier
In our state-of-the-art study, we improve neural network-based models for predicting energy
consumption in buildings by parallelizing the CHC adaptive search algorithm. We compared …

A modified GA-based load balanced clustering algorithm for WSN: MGALBC

M Kumar, D Kumar, MAK Akhtar - International Journal of Embedded …, 2021 - igi-global.com
The prevalent applications of WSN have fascinated a plethora of research efforts. Sensor
nodes have serious limitations such as battery lifetime, memory constraints, and …

A framework for enhancing the performance of Internet of Things applications based on RFID and WSNs

JVV Sobral, JJPC Rodrigues, RAL Rabelo… - Journal of Network and …, 2018 - Elsevier
Abstract Internet of Things (IoT) has emerged as a new paradigm that allows different
objects interconnection to create new smart services and applications. In this sense, key …

Differential evolution algorithm applied to wireless sensor distribution on different geometric shapes with area and energy optimization

A Céspedes-Mota, G Castañón… - Journal of Network and …, 2018 - Elsevier
Sensor distribution is a significant issue in wireless sensor networks and has been
frequently sub-optimally solved by several heuristic algorithms. This research applies multi …

Energy efficient range-free localization algorithm for wireless sensor networks

R Goyat, MK Rai, G Kumar, R Saha, TH Kim - Sensors, 2019 - mdpi.com
In this paper, an energy-efficient localization algorithm is proposed for precise localization in
wireless sensor networks (WSNs) and the process is accomplished in three steps. Firstly, the …

Recent advances in DV-hop localization algorithm for wireless sensor networks

R Goyat, MK Rai, G Kumar - 2019 3rd International Conference …, 2019 - ieeexplore.ieee.org
Localization is defined as most fundamental step in Wireless Sensor Networks (WSNs),
generally used for estimating the position of sensor nodes. However, localization is …