A novel intelligent diagnosis method using optimal LS-SVM with improved PSO algorithm

W Deng, R Yao, H Zhao, X Yang, G Li - Soft computing, 2019 - Springer
Aiming at the problem that the most existing fault diagnosis methods could not effectively
recognize the early faults in the rotating machinery, the empirical mode decomposition, fuzzy …

User scheduling and resource allocation in HetNets with hybrid energy supply: An actor-critic reinforcement learning approach

Y Wei, FR Yu, M Song, Z Han - IEEE Transactions on Wireless …, 2017 - ieeexplore.ieee.org
Densely deployment of various small-cell base stations in cellular networks to increase
capacity will lead to heterogeneous networks (HetNets), and meanwhile, embedding the …

Energy-efficient cluster head selection through relay approach for WSN

PS Rathore, JM Chatterjee, A Kumar… - The Journal of …, 2021 - Springer
In the clustering method, the cluster head node loses much energy between transmissions
to the base station, confirming that determining the cluster heads is crucial. A robust …

Optimal LEACH protocol with modified bat algorithm for big data sensing systems in Internet of Things

Z Cui, Y Cao, X Cai, J Cai, J Chen - Journal of Parallel and Distributed …, 2019 - Elsevier
Big data sensing system (BDSS) plays an important role in the Internet of Things, in which
how to reduce power consumption is one crucial problem. Currently, low energy adaptive …

An Asynchronous Clustering and Mobile Data Gathering Schema Based on Timer Mechanism in Wireless Sensor Networks.

J Wang, Y Gao, W Liu, W Wu… - Computers, Materials & …, 2019 - search.ebscohost.com
Abstract Recently, Wireless sensor networks (WSNs) have become very popular research
topics which are applied to many applications. They provide pervasive computing services …

Intrusion prevention framework for secure routing in WSN-based mobile Internet of Things

K Haseeb, N Islam, A Almogren, IU Din - Ieee Access, 2019 - ieeexplore.ieee.org
The infrastructure of wireless sensor networks (WSN) is structured in an ad-hoc manner and
organized nodes reporting the events to the Base Station (BS). A WSN is integrated with …

Energy-efficient routing mechanism for mobile sink in wireless sensor networks using particle swarm optimization algorithm

S Tabibi, A Ghaffari - Wireless Personal Communications, 2019 - Springer
One of the most effective approaches to increase the lifetime of wireless sensor networks
(WSNs), is the use of a mobile sink to collect data from sensor. In WSNs, mobile sinks …

EGRPM: Energy efficient geographic routing protocol based on mobile sink in wireless sensor networks

M Naghibi, H Barati - Sustainable Computing: Informatics and Systems, 2020 - Elsevier
A wireless sensor network consists of a large number of nodes, sending sensed data to the
base station or sink, either directly or through intermediate nodes. Multi-hop communication …

Bat algorithm with triangle-flip** strategy for numerical optimization

X Cai, H Wang, Z Cui, J Cai, Y Xue, L Wang - International Journal of …, 2018 - Springer
Bat algorithm (BA) is a novel population-based evolutionary algorithm inspired by
echolocation behavior. Due to its simple concept, BA has been widely applied to various …

A multi-objective and PSO based energy efficient path design for mobile sink in wireless sensor networks

A Kaswan, V Singh, PK Jana - Pervasive and Mobile Computing, 2018 - Elsevier
Data collection through mobile sink (MS) in wireless sensor networks (WSNs) is an effective
solution to the hot-spot or sink-hole problem caused by multi-hop routing using the static …