Multi-objective optimization in WSN: Opportunities and challenges

O Singh, V Rishiwal, R Chaudhry, M Yadav - Wireless Personal …, 2021 - Springer
Wireless sensor networks (WSNs) plays a significant role in the field of surveillance,
monitoring the real time applications. Regardless its strong ability to handle such tasks, it is …

A survey of multi-objective optimization in wireless sensor networks: Metrics, algorithms, and open problems

Z Fei, B Li, S Yang, C Xing, H Chen… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) have attracted substantial research interest, especially in
the context of performing monitoring and surveillance tasks. However, it is challenging to …

[PDF][PDF] Multiobjective optimization algorithms for wireless sensor networks

D Kandris, A Alexandridis, T Dagiuklas… - … & Mobile Computing …, 2020 - researchgate.net
A Wireless Sensor Network (WSN), distributed within an area of interest, is a network that
contains many wirelessly interconnected devices, with sensing, communication, and …

A survey on WSN issues with its heuristics and meta-heuristics solutions

A Srivastava, PK Mishra - Wireless Personal Communications, 2021 - Springer
A wireless sensor networks (WSN's) has stimulated significant research work among the
researchers in monitoring and tracking tasks. It'sa quite challenging task that needs to cope …

Wireless sensor network optimization: Multi-objective paradigm

M Iqbal, M Naeem, A Anpalagan, A Ahmed, M Azam - Sensors, 2015 - mdpi.com
Optimization problems relating to wireless sensor network planning, design, deployment
and operation often give rise to multi-objective optimization formulations where multiple …

A hybrid multiobjective evolutionary approach for improving the performance of wireless sensor networks

FVC Martins, EG Carrano, EF Wanner… - IEEE Sensors …, 2010 - ieeexplore.ieee.org
The increasing in the demand for Wireless Sensor Networks (WSNs) has intensified studies
which are dedicated to obtain more energy-efficient solutions, since the energy storage …

Efficient configuration for multi-objective QoS optimization in wireless sensor network

N Mazloomi, M Gholipour, A Zaretalab - Ad Hoc Networks, 2022 - Elsevier
Wireless sensor network (WSN) is a self-organizing network consisting of many sensor
nodes situated in the monitoring area. One of the most important challenges of WSNs is to …

Determining the trade-offs between data delivery and energy consumption in large-scale WSNs by multi-objective evolutionary optimization

M Jeske, V Rosset, MCV Nascimento - Computer Networks, 2020 - Elsevier
Abstract Autonomous Wireless Sensor Networks (WSNs) form the basis of several Internet of
Things (IoT) applications. Efficiency in routing data is a major concern in these networks …

Multi-objective node deployment in WSNs: In search of an optimal trade-off among coverage, lifetime, energy consumption, and connectivity

S Sengupta, S Das, MD Nasir, BK Panigrahi - Engineering Applications of …, 2013 - Elsevier
The increased demand of Wireless Sensor Networks (WSNs) in different areas of application
have intensified studies dedicated to the deployment of sensor nodes in recent past. For …

Multi-objective optimization in sensor networks: Optimization classification, applications and solution approaches

M Iqbal, M Naeem, A Anpalagan, NN Qadri, M Imran - Computer Networks, 2016 - Elsevier
A number of the practical scenarios relating to sensor networks are modeled as multi-
objective optimization formulations where multiple desirable objectives compete with each …