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Compression methods for microclimate data based on linear approximation of sensor data
(Springer, 2019)
Edge computing is currently one of the main research topics in the field of Internet of Things. Edge computing requires lightweight and computationally simple algorithms for sensor data analytics. Sensing edge devices are ...
Sensor data stream on-line compression with linearity-based methods
(IEEE Computer Society, 2020)
The escalation of the Internet of Things applications has put on display the different sensor data processing methods. The sensor data compression is one of the fundamental methods to reduce the amount of data needed to ...
Linear approximation based compression algorithms efficiency to compress environmental data sets
(Springer, 2020)
Measuring some environmental magnitudes is a very typical application in the field of Internet of Things. Wireless sensor nodes measuring these environmental magnitudes are often battery powered devices. Thus, the energy ...
Identifying electric power system fault types with Deep Neural Network
(IEEE, 2023)
Reliable electric power distribution is crucial in modern society. Modern society is vulnerable to power outages because so many functionalities are using electric power. All the modern communication systems require electric ...
LoRa-Based Sensor Node Energy Consumption with Data Compression
(Institute of Electrical and Electronics Engineers, 2021)
In this paper simple temporal compression algorithms' efficiency to reduce LoRa-based sensor node energy consumption has been evaluated and measured. It is known that radio transmission is the most energy consuming operation ...
Requirements for energy efficient edge computing: a survey
(Springer, 2018)
Internet of Things is evolving heavily in these times. One of the major obstacle is energy consumption in the IoT devices (sensor nodes and wireless gateways). The IoT devices are often battery powered wireless devices and ...
Linearity-based Sensor Data Online Compression Methods for Environmental Applications
(IEEE, 2023)
Environmental monitoring is a typical Internet of Things (IoT) application. Environmental monitoring plays a significant role, for example, in smart farming and smart city applications. Environmental magnitudes are usually ...
Predictive pumping based on sensor data and weather forecast
(Institute of Electrical and Electronics Engineers, 2019)
In energy production, peat extraction has a significant role in Finland. However, protection of nature has become more and more important globally. How do we solve this conflict of interests respecting both views? In peat ...