Extended Kalman filter-based Elman networks for industrial time series prediction with GPU acceleration

Neurocomputing ◽

10.1016/j.neucom.2013.02.031 ◽

2013 ◽

Vol 118 ◽

pp. 215-224 ◽

Author(s):

Jun Zhao ◽

Xiaoliang Zhu ◽

Wei Wang ◽

Ying Liu

Keyword(s):

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Time Series Prediction ◽

Gpu Acceleration

Download Full-text

Extended Kalman Filter Based Echo State Network for Time Series Prediction using MapReduce Framework

2013 IEEE 9th International Conference on Mobile Ad-hoc and Sensor Networks ◽

10.1109/msn.2013.61 ◽

2013 ◽

Author(s):

Chunyang Sheng ◽

Jun Zhao ◽

Henry Leung ◽

Wei Wang

Keyword(s):

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Time Series Prediction ◽

Echo State Network ◽

Mapreduce Framework

Download Full-text

Time series prediction with a weighted bidirectional multi-stream extended Kalman filter

2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) ◽

10.1109/ijcnn.2004.1380206 ◽

2005 ◽

Author(s):

Xian Hu ◽

D.C. Wunsch

Keyword(s):

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Time Series Prediction

Download Full-text

Online chaotic time-series prediction with the derivative-free extended Kalman filter

2008 7th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2008.4593292 ◽

2008 ◽

Author(s):

Xuedong Wu ◽

Zhihuan Song

Keyword(s):

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Derivative Free ◽

Chaotic Time Series Prediction

Download Full-text

Chaotic Time Series Prediction Method Based on BP Neural Network and Extended Kalman Filter

Proceedings of the Fifth Euro-China Conference on Intelligent Data Analysis and Applications - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-03766-6_11 ◽

2018 ◽

pp. 100-108

Author(s):

Xiu-Zhen Zhang ◽

Li-Sang Liu

Keyword(s):

Neural Network ◽

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Bp Neural Network ◽

Time Series Prediction ◽

Prediction Method ◽

Chaotic Time Series ◽

Chaotic Time Series Prediction

Download Full-text

Time series prediction with a weighted bidirectional multi-stream extended Kalman filter

Neurocomputing ◽

10.1016/j.neucom.2005.12.135 ◽

2007 ◽

Vol 70 (13-15) ◽

pp. 2392-2399 ◽

Author(s):

Xiao Hu ◽

Danil V. Prokhorov ◽

Donald C. Wunsch II

Keyword(s):

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Time Series Prediction

Download Full-text

Enhancement of chaotic hydrological time series prediction with real-time noise reduction using Extended Kalman Filter

Journal of Hydrology ◽

10.1016/j.jhydrol.2018.08.044 ◽

2018 ◽

Vol 565 ◽

pp. 737-746 ◽

Author(s):

Dulakshi Santhusitha Kumari Karunasingha ◽

Shie-Yui Liong

Keyword(s):

Time Series ◽

Kalman Filter ◽

Noise Reduction ◽

Real Time ◽

Extended Kalman Filter ◽

Time Series Prediction

Download Full-text

Multi Step Prediction of Landslide Displacement Time Series Based on Extended Kalman Filter and Back Propagation Trough Time

Advances in Neural Networks – ISNN 2019 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-22796-8_20 ◽

2019 ◽

pp. 184-193

Author(s):

Ping Jiang ◽

Jiejie Chen ◽

Zhigang Zeng

Keyword(s):

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Back Propagation

Download Full-text

Run-by-Run Process Control of Metal Sputter Deposition: Combining Time Series and Extended Kalman Filter

IEEE Transactions on Semiconductor Manufacturing ◽

10.1109/tsm.2007.901392 ◽

2007 ◽

Vol 20 (3) ◽

pp. 278-285 ◽

Author(s):

Juhn-Horng Chen ◽

Tzu-Wei Kuo ◽

An-Chen Lee

Keyword(s):

Time Series ◽

Kalman Filter ◽

Process Control ◽

Extended Kalman Filter ◽

Sputter Deposition

Download Full-text

Hyperellipsoidal Neural Network Trained With Extended Kalman Filter for Forecasting of Time Series

Artificial Neural Networks for Engineering Applications ◽

10.1016/b978-0-12-818247-5.00011-3 ◽

2019 ◽

pp. 9-19

Author(s):

Carlos Villaseñor

Keyword(s):

Neural Network ◽

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter

Download Full-text

Improving NDVI time series class separation using an Extended Kalman Filter

2009 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2009.5417323 ◽

2009 ◽

Author(s):

W. Kleynhans ◽

J. C. Olivier ◽

B. P. Salmon ◽

K. J. Wessels ◽

F van den Bergh

Keyword(s):

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Class Separation ◽

Ndvi Time Series

Download Full-text