Progressive Bounded Error Piecewise Linear Approximation with Resolution Reduction for Time Series Data Compression

Today, huge amounts of time series data are sensed continuously by AIoT devices, transmitted to edge nodes, and to data centers. It costs a lot of energy to transmit these data, store them, and process them. Data compression technologies are commonly used to reduce the data size and thus save energy...

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Bibliographic Details
Main Authors: Jeng-Wei Lin, Shih-wei Liao, Yu-Hung Tsai, Ching-Che Huang
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/25/1/145