A reliable data compression scheme in sensor-cloud systems based on edge computing

S Lu, Q Xia, X Tang, X Zhang, Y Lu, J She - IEEE Access, 2021 - ieeexplore.ieee.org
The rapid development of the IoT and cloud computing has spawned a new network
structure—sensor-cloud system (SCS) where sensors, sensor networks, and cloud …

An adaptive lossless data compression scheme for wireless sensor networks

JG Kolo, SA Shanmugam, DWG Lim, LM Ang… - Journal of …, 2012 - Wiley Online Library
Energy is an important consideration in the design and deployment of wireless sensor
networks (WSNs) since sensor nodes are typically powered by batteries with limited …

An efficient and robust data compression algorithm in wireless sensor networks

Y Liang, Y Li - IEEE Communications Letters, 2014 - ieeexplore.ieee.org
Data compression is a useful technique in the deployments of resource-constrained wireless
sensor networks (WSNs) for energy conservation. In this letter, we present a new lossless …

[引用][C] Hybrid sensor network data compression with error resiliency

C Kwan, Y Luk - 2018 Data Compression Conference, 2018 - ieeexplore.ieee.org
Hybrid Sensor Network Data Compression with Error Resiliency Page 1 Hybrid Sensor
Network Data Compression with Error Resiliency Chiman Kwan Applied Research LLC …

Temporal lossless and lossy compression in wireless sensor networks

Y Li, Y Liang - ACM Transactions on Sensor Networks (TOSN), 2016 - dl.acm.org
Energy efficiency is one of the most critical issues in the design and deployment of Wireless
Sensor Networks (WSNs). Data compression is an important approach to reducing energy …

Investigation of energy cost of data compression algorithms in WSN for IoT applications

M Mishra, G Sen Gupta, X Gui - Sensors, 2022 - mdpi.com
The exponential growth in remote sensing, coupled with advancements in integrated circuits
(IC) design and fabrication technology for communication, has prompted the progress of …

Lossy data compression for iot sensors: A review

JDA Correa, ASR Pinto, C Montez - Internet of Things, 2022 - Elsevier
Abstract Internet of Things (IoT) can be considered a suitable platform for industrial
applications, enabling large systems that connect a huge number of intelligent sensors and …

A data compression and storage optimization framework for iot sensor data in cloud storage

K Hossain, S Roy - 2018 21st International Conference of …, 2018 - ieeexplore.ieee.org
The paper presents a multi-layered data compression framework that reduces the amount of
data before being stored in cloud. At present, Internet of Things (IoT) has gained noticeable …

Energy efficient data compression in cloud based IoT

HM Al-Kadhim, HS Al-Raweshidy - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
In this study, an adaptive data compression scheme (ADCS) is proposed for efficiently
controlling the IoT device compression rate and energy consumption in the cloud based IoT …

Adaptive Sensor Data Compression in IoT systems: Sensor data analytics based approach

A Ukil, S Bandyopadhyay, A Sinha… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Sensor nodes are embodiment of IoT systems in microscopic level. As the volume of sensor
data increases exponentially, data compression is essential for storage, transmission and in …