Adaptive wireless networks using learning automata

P Nicopolitidis, GI Papadimitriou… - IEEE Wireless …, 2011 - ieeexplore.ieee.org
Wireless networks operate in environments with unknown and time-varying characteristics.
The changing nature of many of these characteristics will significantly affect network …

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 …

Review of nature-inspired methods for wake-up scheduling in wireless sensor networks

P Musilek, P Krömer, T Bartoň - Swarm and evolutionary computation, 2015 - Elsevier
Over the last few decades, algorithms inspired by nature have matured into a widely used
class of computing methods. They have shown the ability to adjust to variety of conditions …

An improved whale optimization algorithm solving the point coverage problem in wireless sensor networks

M Toloueiashtian, M Golsorkhtabaramiri… - Telecommunication …, 2022 - Springer
In wireless sensor networks (WSNs), coverage and quality detection are the aspects which
are extremely significant in criteria such as quality of service and power consumption …

A distributed reinforcement learning based sensor node scheduling algorithm for coverage and connectivity maintenance in wireless sensor network

A Sharma, S Chauhan - Wireless Networks, 2020 - Springer
The fundamental challenge for randomly deployed resource-constrained wireless sensor
network is to enhance the network lifetime without compromising its performance metrics …

Bayesian coalition game for contention-aware reliable data forwarding in vehicular mobile cloud

N Kumar, R Iqbal, S Misra, JJPC Rodrigues - Future Generation Computer …, 2015 - Elsevier
The exponential growth in the demands of users to access various resources during mobility
has led to the popularity of Vehicular Mobile Cloud. Vehicular users may access various …

Learning automata-based opportunistic data aggregation and forwarding scheme for alert generation in vehicular ad hoc networks

N Kumar, N Chilamkurti, JJPC Rodrigues - Computer Communications, 2014 - Elsevier
Due to the highly mobile and continuously changing topology, the major problem in
Vehicular Ad Hoc Networks (VANETs) is how and where the collected information is to be …

Maximizing lifetime of target coverage in wireless sensor networks using learning automata

H Mostafaei, MR Meybodi - Wireless Personal Communications, 2013 - Springer
In wireless sensor networks, when each target is covered by multiple sensors, we can
schedule sensor nodes to monitor deployed targets in order to improve lifetime of network. In …

[图书][B] Recent advances in learning automata

A Rezvanian, AM Saghiri, SM Vahidipour… - 2018 - Springer
This book is written for computer engineers, scientists, and students studying/working in
reinforcement learning and artificial intelligence domains. The book collects recent …

Optimal deployment of heterogeneous sensor networks for a hybrid point and barrier coverage application

M Karatas - Computer Networks, 2018 - Elsevier
Heterogeneous sensor networks (HSNs) comprise of different types of sensors with varying
range and sensing quality. Coverage is one of the most important performance metrics for …