An ant colony optimizing algorithm based on scheduling preference for maximizing working time of WSN

Y Liu, WN Chen, X Hu, J Zhang - … of the 2015 Annual Conference on …, 2015 - dl.acm.org
With the proliferation of wireless sensor networks (WSN), the issues about how to schedule
all the sensors in order to maximize the system's working time have been in the spotlight …

An ant colony optimization approach for maximizing the lifetime of heterogeneous wireless sensor networks

Y Lin, J Zhang, HSH Chung, WH Ip… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Maximizing the lifetime of wireless sensor networks (WSNs) is a challenging problem.
Although some methods exist to address the problem in homogeneous WSNs, research on …

Ant colony optimization algorithm for lifetime maximization in wireless sensor network with mobile sink

J Zhong, J Zhang - Proceedings of the 14th annual conference on …, 2012 - dl.acm.org
In wireless sensor networks (WSNs), sensors near the sink can be burdened with a large
amount of traffic, because they have to transmit data generated by themselves and those far …

Optimizing Coverage in Wireless Sensor Networks: A Binary Ant Colony Algorithm with Hill Climbing

AM Kurian, MJ Onuorah, HM Ammari - Applied Sciences, 2024 - mdpi.com
Wireless sensor networks (WSNs) play a vital role in various fields, but ensuring optimal
coverage poses a significant challenge due to the limited energy resources that constrain …

Energy-efficient coverage of wireless sensor networks using ant colony optimization with three types of pheromones

JW Lee, BS Choi, JJ Lee - IEEE Transactions on Industrial …, 2011 - ieeexplore.ieee.org
The Efficient-Energy Coverage (EEC) problem is an important issue when implementing
Wireless Sensor Networks (WSNs) because of the need to limit energy use. In this paper, we …

[PDF][PDF] Number of ants versus number of iterations on ant colony optimization algorithm for wireless sensor layout

S Fidanova, P Marinov - Proceedings of the Workshop of ICT for New …, 2013 - iict.bas.bg
The Wireless Sensor Networks (WSN) have large applications in our modern life. Some of
the applications are monitoring, security, civil engineering and so on. The most important in …

An ant-colony-system-based activity scheduling method for the lifetime maximization of heterogeneous wireless sensor networks

Y Lin, X Hu, J Zhang - Proceedings of the 12th annual conference on …, 2010 - dl.acm.org
Scheduling activities of network devices is an important and promising methodology for
prolonging the lifetime of wireless sensor networks (WSNs). The existing scheduling …

Influence of the number of ants on multi-objective ant colony optimization algorithm for wireless sensor network layout

S Fidanova, P Marinov, M Paprzycki - … 2013, Sozopol, Bulgaria, June 3-7 …, 2014 - Springer
Wireless sensor networks monitor physical or environmental conditions. One of key
objectives during their deployment is full coverage of the monitoring region with a minimal …

Nature-inspired algorithms for wireless sensor networks: A comprehensive survey

A Singh, S Sharma, J Singh - Computer Science Review, 2021 - Elsevier
In order to solve the critical issues in Wireless Sensor Networks (WSNs), with concern for
limited sensor lifetime, nature-inspired algorithms are emerging as a suitable method …

Multi-area path planning for wireless sensor networks based on double populations ant colony optimization algorithm

C Zhai, M Wang, K Jiang, Y Wang… - … on Internet of Things …, 2020 - ieeexplore.ieee.org
Aiming at the problem that the ant colony algorithm (ACO) is slow to converge and easily fall
into the local optimal value in the path planning of multi-area wireless sensor networks …