Machine learning for coverage optimization in wireless sensor networks: a comprehensive review

OS Egwuche, A Singh, AE Ezugwu, J Greeff… - Annals of Operations …, 2023 - Springer
In the context of wireless sensor networks (WSNs), the utilization of artificial intelligence (AI)-
based solutions and systems is on the ascent. These technologies offer significant potential …

An efficient genetic algorithm for maximizing area coverage in wireless sensor networks

NT Hanh, HTT Binh, NX Hoai, MS Palaniswami - Information Sciences, 2019 - Elsevier
Wireless sensor networks collect and transfer environmental data from a predefined region
to a base station to be processed and analyzed. A major problem when designing these …

Evolutionary algorithms for coverage and connectivity problems in wireless sensor networks: a study

S Harizan, P Kuila - Design frameworks for wireless networks, 2020 - Springer
Coverage and connectivity play a vital role in the performance and proper functioning of
wireless sensor networks (WSNs). Proper deployment of the sensor nodes has strong …

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 …

Data fusion based coverage optimization in heterogeneous sensor networks: A survey

X Deng, Y Jiang, LT Yang, M Lin, L Yi, M Wang - Information Fusion, 2019 - Elsevier
Sensor networks, as a promising network paradigm, have been widely applied in a great
deal of critical real-world applications. A key challenge in sensor networks is how to improve …

[HTML][HTML] Memetic algorithm-based multi-objective coverage optimization for wireless sensor networks

Z Chen, S Li, W Yue - Sensors, 2014 - mdpi.com
Maintaining effective coverage and extending the network lifetime as much as possible has
become one of the most critical issues in the coverage of WSNs. In this paper, we propose a …

Deployment techniques in wireless sensor networks, coverage and connectivity: A survey

M Farsi, MA Elhosseini, M Badawy, HA Ali… - Ieee …, 2019 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) have gained wide attention from researchers in the last
few years because it has a vital role in countless applications. The main function of WSN is …

A survey on wireless sensor networks coverage problems

A Maheshwari, N Chand - Proceedings of 2nd International Conference …, 2019 - Springer
All types of applications in Wireless Sensor Network (WSN) generally faces problem of
coverage as per the study. Full coverage method, being simple and easy is widely adopted …

Enhancing Whale Optimization Algorithm with Levy Flight for coverage optimization in wireless sensor networks

R Deepa, R Venkataraman - Computers & Electrical Engineering, 2021 - Elsevier
Coverage Optimization is one of the most essential pre-requisites in Wireless Sensor
Networks (WSNs) which plays a significant and impactful role in the field of environmental …

An improved honey badger algorithm for coverage optimization in wireless sensor network

TK Dao, TD Nguyen, VT Nguyen - Journal of Internet Technology, 2023 - jit.ndhu.edu.tw
One of the critical indicators for a significant impact on the quality of service of wireless
sensor networks (WSN) is coverage that directly determines the monitoring capability of the …