Comparison of lossless data compression techniques in low-cost low-power (LCLP) IoT systems

A Hanumanthaiah, A Gopinath, C Arun… - … and System Design …, 2019 - ieeexplore.ieee.org
With the recent advances and proliferation of the Internet of Things (IoT) devices, there is a
huge demand placed on its infrastructure requirements. The amount of data generated by …

Lossless compression techniques in edge computing for mission-critical applications in the IoT

TN Gia, L Qingqing, JP Queralta… - 2019 Twelfth …, 2019 - ieeexplore.ieee.org
The need of data compression at smart Edge/Fog-based gateways is undeniable as data
compression can significantly reduce the amount of data that has to be transmitted over a …

Lossless compression techniques for low bandwidth io ts

SK Routray, A Javali, A Sahoo… - … Conference on I …, 2020 - ieeexplore.ieee.org
In the recent years, Internet of things (IoT) has become an integral part of the modern digital
ecosystem. It has the ability to handle the tasks smartly for many different situations …

Compression techniques used in iot: A comparitive study

S Hamdan, A Awaian, S Almajali - 2019 2nd International …, 2019 - ieeexplore.ieee.org
Due to the improvement of technology, most of the devices used nowadays are connected to
the internet, therefore a huge amount of data is generated, transmitted, and used by these …

Efficient lossy compression for iot using sz and reconstruction with 1d u-net

J Azar, GB Tayeh, A Makhoul, R Couturier - Mobile Networks and …, 2022 - Springer
Several recent research has centered on maximizing Internet of Things (IoT) devices' lifetime
by deploying data reduction techniques on IoT nodes to reduce data transmission. Data …

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 …

Data reduction based on compression technique for big data in IoT

SA Abdulzahra, AKM Al-Qurabat… - … on emerging smart …, 2020 - ieeexplore.ieee.org
The data transmitting is very costly in the IoT sensor nodes and it wastes most of the energy.
There are many techniques and concepts concerned with save of energy, mostly dedicated …

Signal characteristics on sensor data compression in IoT-an investigation

T Bose, S Bandyopadhyay, S Kumar… - 2016 13th Annual …, 2016 - ieeexplore.ieee.org
In Internet of Things (IoT), numerous and diverse types of sensors generate a plethora of
data that needs to be stored and processed with minimum loss of information. This demands …

Lossy compression on IoT big data by exploiting spatiotemporal correlation

A Moon, J Kim, J Zhang, SW Son - 2017 IEEE High …, 2017 - ieeexplore.ieee.org
As the volume of data generated by various deployed IoT devices increases, storing and
processing IoT big data becomes a huge challenge. While compression, especially lossy …

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 …