Machine learning for advanced wireless sensor networks: A review

T Kim, LF Vecchietti, K Choi, S Lee… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) are typically used with dynamic conditions of task-related
environments for sensing (monitoring) and gathering of raw sensor data for subsequent …

[HTML][HTML] Data gathering techniques in wsn: a cross-layer view

O Gurewitz, M Shifrin, E Dvir - Sensors, 2022 - mdpi.com
Wireless sensor networks (WSNs) have taken a giant leap in scale, expanding their
applicability to a large variety of technological domains and applications, ranging from the …

Transmission-efficient grid-based synchronized model for routing in wireless sensor networks using Bayesian compressive sensing

D Devasenapathy, P Madhumathy… - SN Computer …, 2023 - Springer
The concept of compressed sensing in wireless sensor networks (WSNs) involves the
existence of only a small number of compressible signals that possess adequate information …

An enhanced energy proficient clustering (EEPC) algorithm for relay selection in heterogeneous WSNs

K Guleria, AK Verma, N Goyal, AK Sharma… - Ad Hoc Networks, 2021 - Elsevier
The recent advancements in Wireless Sensor Networks (WSNs) have brought attention to
the field of sensor tracking events. Habitat monitoring is considered as one of the most …

Mobile sink-based data collection in event-driven wireless sensor networks using a modified ant colony optimization

S Boyineni, K Kavitha, M Sreenivasulu - Physical Communication, 2022 - Elsevier
The hotspot problem is one of the primary challenges in the wireless sensor networks
(WSNs) because it isolates the sink node from the remaining part of the WSN. A mobile sink …

Obstacle adaptive smooth path planning for mobile data collector in the internet of things

R Anwit, PK Jana, MS Obaidat - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the edge-based Internet of Things (IoT) era, wireless sensor networks (WSNs) are the
prime source for data collection. In such WSNs, mobile edge nodes such as mobile sinks …

Optimal rendezvous points selection and mobile sink trajectory construction for data collection in WSNs

BG Gutam, PK Donta, CSR Annavarapu… - Journal of Ambient …, 2023 - Springer
In wireless sensor networks (WSNs), the energy-hole or hotspot problem is an important,
challenging issue because it isolates some nodes from the sink. The hotspot problem is …

A framework for energy-efficient clustering with utilizing wireless energy balancer

AM Alabdali, N Gharaei, AA Mashat - IEEE Access, 2021 - ieeexplore.ieee.org
Clustering has been accepted as one of the most efficient techniques for conserving the
energy of wireless sensor networks (WSNs). In cluster-based WSN, the cluster heads (CH) …

EE-MSWSN: Energy-efficient mobile sink scheduling in wireless sensor networks

M Biabani, N Yazdani, H Fotouhi - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Data gathering using mobile sink (MS) based on rendezvous points (RPs) is a need in
several Internet of Things (IoT) applications. However, devising energy-efficient and reliable …

Multi-factor optimized mobile sink data collection framework for hybrid WSN-LTE assisted IoT network

S Mohan, S Panda - Heliyon, 2024 - cell.com
The convergence of wireless sensor network-assisted Internet of Things has diverse
applications. In most applications, the sensors are battery-powered, and it is necessary to …