Online Learning Algorithm for Time Series Forecasting Suitable for Low Cost Wireless Sensor Networks Nodes

Time series forecasting is an important predictive methodology which can be applied to a wide range of problems. Particularly, forecasting the indoor temperature permits an improved utilization of the HVAC (Heating, Ventilating and Air Conditioning) systems in a home and thus a better energy efficie...

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Bibliographic Details
Main Authors: Juan Pardo, Francisco Zamora-Martínez, Paloma Botella-Rocamora
Format: Artigo
Language:Inglês
Published: MDPI AG 2015-04-01
Series:Sensors
Subjects:
wireless sensor networks
artificial neural networks
on-line Back-Propagation
ambient intelligence
energy efficiency
Online Access:http://www.mdpi.com/1424-8220/15/4/9277
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