Title
A Multivariate-Time-Series-Prediction-Based Adaptive Data Transmission Period Control Algorithm for IoT Networks
Abstract
In order to reduce unnecessary data transmissions from Internet of Things (IoT) sensors, this article proposes a multivariate-time-series-prediction-based adaptive data transmission period control (PBATPC) algorithm for IoT networks. Based on the spatio-temporal correlation between multivariate time-series data, we developed a novel multivariate time-series data encoding scheme utilizing the propo...
Year
DOI
Venue
2022
10.1109/JIOT.2021.3124673
IEEE Internet of Things Journal
Keywords
DocType
Volume
Internet of Things,Sensors,Time series analysis,Data communication,Time measurement,Data models,Adaptation models
Journal
9
Issue
ISSN
Citations 
1
2327-4662
0
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
Jaeseob Han112.37
Gyeong Ho Lee211.02
Sangdon Park3399.11
Joohyung Lee4102464.91
Jun Kyun Choi521.72