CRLM: A cooperative model based on reinforcement learning and metaheuristic algorithms of routing protocols in wireless sensor networks

Z Wang, L Shao, S Yang, J Wang, D Li - Computer Networks, 2023 - Elsevier
In wireless sensor networks, reasonable clustering and routing are keys to efficient energy
utilization. However, the selection of cluster heads and routes is NP-hard. Most of the …

Triangular fuzzy-based spectral clustering for energy-efficient routing in wireless sensor network

UN Nisha, AM Basha - The Journal of Supercomputing, 2020 - Springer
In this study, a triangular fuzzy-based spectral cluster routing (TF-SCR) mechanism is
proposed in order to improve network lifetime and reliability of data packet transmission in …

A routing optimization strategy for wireless sensor networks based on improved genetic algorithm

G Yao, Z Dong, W Wen, Q Ren - Journal of Applied Science and …, 2016 - jase.tku.edu.tw
In order to resolve the problem of generating invalid new individual when using genetic
algorithm for routing optimization in wireless sensor networks (WSNs), an improved genetic …

Swarm intelligence approaches for cover scheduling problem in wireless sensor networks

V Gopinadh, A Singh - International Journal of Bio-Inspired …, 2015 - inderscienceonline.com
Wireless sensor networks (WSNs) are getting more and more attention these days. Already,
innumerable approaches have been proposed to solve various problems in WSNs. In this …

An adaptive framework for mobile robot navigation

MS Güzel, M Kara, MS Beyazkılıç - Adaptive Behavior, 2017 - journals.sagepub.com
Collective behaviours observed in nature bring new methodologies in proposing control
algorithms for robot groups to perform a variety of complex tasks. In this article, an adaptive …

DV-hop localization algorithm with cuckoo search

B Sun, Z Cui, C Dai, W Chen - Sensor Letters, 2014 - ingentaconnect.com
How to locate the nodes is an important problem for wireless sensor network. To solve it,
many algorithms are proposed, and DV-Hop is one famous example. However, the location …

Energy Efficient Data Routing for IoT Networks Using Genetic Algorithm

F Akhter, JP Near - 2024 International Conference on Smart …, 2024 - ieeexplore.ieee.org
Internet of Things (IoT) applications have gained wide attention due to their potential
applications in healthcare, industry, and the home. These systems are aided by low-cost …

A new WiFi microstrip antenna designed by differential evolution

S Zeng, Y Jiang, Z Liu, Y Wu, D Guo… - … Journal of Wireless …, 2015 - inderscienceonline.com
This paper presents a new WiFi microstrip antenna in 2.4 GHz band by using the differential
evolution (DE). The antenna is small with less than a quarter–wavelength. The geometric …

Optimal trajectory searching based differential evolution

D Jiang, L Li, J Gong, Z Fan - International Journal of …, 2015 - inderscienceonline.com
A well-designed best solution selection scheme is usually beneficial to enhance the
effectiveness and efficiency of evolutionary algorithms. Optimal trajectory searching, a new …

Mobility based application specific low power routing protocol for wireless sensor networks

N Mittal, BS Sohi, U Singh - 2015 2nd International …, 2015 - ieeexplore.ieee.org
Data gathering is a common but critical operation in many applications of wireless sensor
networks (WSNs). Innovative techniques that improve Energy efficiency to prolong the …