A reinforcement learning-based sleep scheduling algorithm for compressive data gathering in wireless sensor networks

X Wang, H Chen, S Li - EURASIP Journal on Wireless Communications …, 2023 - Springer
Compressive data gathering (CDG) is an adequate method to reduce the amount of data
transmission, thereby decreasing energy expenditure for wireless sensor networks (WSNs) …

Energy-efficient compressive sensing based data gathering and scheduling in wireless sensor networks

N Ghosh, I Banerjee - Wireless Personal Communications, 2023 - Springer
In a low-cost wireless sensor network data collection is the fundamental source of energy
dissipation. In such a scenario, compressive data gathering has emerged as a powerful tool …

A novel framework for energy‐efficient compressive data gathering in heterogeneous wireless sensor network

R Manchanda, K Sharma - International Journal of …, 2021 - Wiley Online Library
Wireless sensor network (WSN) suffers from the energy‐limited sensor nodes which
consume energy heavily depending upon the magnitude of data which is transmitted or …

A self-adaptive sleep/wake-up scheduling approach for wireless sensor networks

D Ye, M Zhang - IEEE transactions on cybernetics, 2017 - ieeexplore.ieee.org
Sleep/wake-up scheduling is one of the fundamental problems in wireless sensor networks,
since the energy of sensor nodes is limited and they are usually unrechargeable. The …

A practical data-gathering algorithm for lossy wireless sensor networks employing distributed data storage and compressive sensing

C Zhang, O Li, G Liu, M Li - Sensors, 2018 - mdpi.com
Reliability and energy efficiency are two key considerations when designing a compressive
sensing (CS)-based data-gathering scheme. Most researchers assume there is no packets …

WDAT‐OMS: A two‐level scheme for efficient data gathering in mobile‐sink wireless sensor networks using compressive sensing theory

SP Tirani, A Avokh, S Azar - IET communications, 2020 - Wiley Online Library
This study addresses the problems of energy and delay in wireless sensor networks
equipped with mobile sinks. The authors jointly consider the compressive sensing (CS) …

A novel sleep scheduling scheme in green wireless sensor networks

J Zhang, L Xu, S Zhou, X Ye - The Journal of Supercomputing, 2015 - Springer
Reduction of unnecessary energy consumption is becoming a major concern in green
wireless sensor networks. Sleep scheduling is one of the efficient strategies to achieve …

Compressive data gathering based on even clustering for wireless sensor networks

J Qiao, X Zhang - IEEE Access, 2018 - ieeexplore.ieee.org
Compressive data gathering (CDG) based on compressed sensing (CS) theory for wireless
sensor networks (WSNs) greatly reduces the amount of data transmitted compared with the …

A Reinforcement Learning‐Based Dynamic Clustering Algorithm for Compressive Data Gathering in Wireless Sensor Networks

X Wang, H Chen - Mobile Information Systems, 2022 - Wiley Online Library
Compressive data gathering (CDG) is an effective technique to handle large amounts of
data transmissions in resource‐constrained wireless sensor networks (WSNs). However …

[PDF][PDF] Reinforcement learning based node sleep or wake-up time scheduling algorithm for wireless sensor network

P Verma, A Dumka, D Vyas… - International Journal of …, 2020 - pdfs.semanticscholar.org
A wireless sensor network is a collection of small sensor nodes that have limited energy and
are usually not rechargeable. Because of this, the lifetime of wireless sensor networks has …