Fog computing for next-generation internet of things: fundamental, state-of-the-art and research challenges

A Hazra, P Rana, M Adhikari, T Amgoth - Computer Science Review, 2023 - Elsevier
In recent times, the Internet of Things (IoT) applications, including smart transportation, smart
healthcare, smart grid, smart city, etc. generate a large volume of real-time data for decision …

Routing in wireless sensor networks using machine learning techniques: Challenges and opportunities

P Nayak, GK Swetha, S Gupta, K Madhavi - Measurement, 2021 - Elsevier
Energy conservation is the primary task in Wireless Sensor Networks (WSNs) as these tiny
sensor nodes are the backbone of today's Internet of Things (IoT) applications. These nodes …

Machine learning algorithms for wireless sensor networks: A survey

DP Kumar, T Amgoth, CSR Annavarapu - Information Fusion, 2019 - Elsevier
Wireless sensor network (WSN) is one of the most promising technologies for some real-
time applications because of its size, cost-effective and easily deployable nature. Due to …

Renewable energy harvesting schemes in wireless sensor networks: A survey

DK Sah, T Amgoth - Information Fusion, 2020 - Elsevier
Abstract Wireless Sensor Networks (WSNs) are emerging as they demands for various
applications, for example, military surveillance, home automation, vehicle tracking …

EDGF: Empirical dataset generation framework for wireless sensor networks

DK Sah, K Cengiz, PK Donta, VN Inukollu… - Computer …, 2021 - Elsevier
In wireless sensor networks (WSNs), simulation practices, system models, algorithms, and
protocols have been published worldwide based on the assumption of randomness. The …

Big data collection in large-scale wireless sensor networks

AC Djedouboum, AA Abba Ari, AM Gueroui… - Sensors, 2018 - mdpi.com
Data collection is one of the main operations performed in Wireless Sensor Networks
(WSNs). Even if several interesting approaches on data collection have been proposed …

An extended ACO-based mobile sink path determination in wireless sensor networks

PK Donta, T Amgoth, CSR Annavarapu - Journal of Ambient Intelligence …, 2021 - Springer
In wireless sensor networks (WSNs), a mobile sink accumulate the data instead of routing
directly to the sink to avoid the hotspot problem. In this process, it traverses a predetermined …

Data collection and path determination strategies for mobile sink in 3D WSNs

PK Donta, BSP Rao, T Amgoth… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) are composed with a set of sensor nodes, and its primary
task is to sense and relay the data to the base station or sink. Sensor nodes are equipped …

Objective-variable tour planning for mobile data collection in partitioned sensor networks

X Liu, P Lin, T Liu, T Wang, A Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Data collection with mobile elements can improve energy efficiency and balance load
distribution in wireless sensor networks (WSNs). However, complex network environments …

Data gathering via mobile sink in WSNs using game theory and enhanced ant colony optimization

PVP Raj, AM Khedr, ZA Aghbari - Wireless Networks, 2020 - Springer
Optimal performance and improved lifetime are the most desirable design benchmarks for
WSNs and the mechanism for data gathering is a major constituent influencing these …