Data prediction model in wireless sensor networks based on bidirectional LSTM

EURASIP Journal on Wireless Communications and Networking ◽

10.1186/s13638-019-1511-4 ◽

2019 ◽

Vol 2019 (1) ◽

Author(s):

Hongju Cheng ◽

Zhe Xie ◽

Leihuo Wu ◽

Zhiyong Yu ◽

Ruixing Li

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Prediction Model ◽

Wireless Sensor ◽

Data Prediction ◽

Bidirectional Lstm

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Vector-based data prediction model for wireless sensor networks

International Journal of High Performance Computing and Networking ◽

10.1504/ijhpcn.2016.077823 ◽

2016 ◽

Vol 9 (4) ◽

pp. 310 ◽

Author(s):

Samer Samarah

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Prediction Model ◽

Wireless Sensor ◽

Data Prediction

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Multi-Step Data Prediction in Wireless Sensor Networks Based on One-Dimensional CNN and Bidirectional LSTM

IEEE Access ◽

10.1109/access.2019.2937098 ◽

2019 ◽

Vol 7 ◽

pp. 117883-117896 ◽

Author(s):

Hongju Cheng ◽

Zhe Xie ◽

Yushi Shi ◽

Naixue Xiong

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Wireless Sensor ◽

One Dimensional ◽

Data Prediction ◽

Bidirectional Lstm

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A new approach for multi-source data prediction in Wireless Sensor Networks: Collaborative filtering

2012 International Conference on Wireless Communications and Signal Processing (WCSP) ◽

10.1109/wcsp.2012.6542800 ◽

2012 ◽

Author(s):

Mahdieh Inanloo ◽

Majid Ashouri ◽

Sanaz Gheibi ◽

A. M. Afshin Hemmatyar

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Collaborative Filtering ◽

Wireless Sensor ◽

New Approach ◽

Data Prediction ◽

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Orientation-Aware Indoor Localization Path Loss Prediction Model for Wireless Sensor Networks

Network-Based Information Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-540-85693-1_19 ◽

2008 ◽

pp. 169-178 ◽

Author(s):

Marc Lihan ◽

Takeshi Tsuchiya ◽

Keiichi Koyanagi

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Prediction Model ◽

Indoor Localization ◽

Path Loss ◽

Wireless Sensor ◽

Loss Prediction ◽

Path Loss Prediction

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A benchmark for spatial and temporal correlation based data prediction in wireless sensor networks

2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) ◽

10.1109/sita.2015.7358441 ◽

2015 ◽

Author(s):

Youness Riouali ◽

Laila Benhlima ◽

Slimane Bah

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Temporal Correlation ◽

Wireless Sensor ◽

Data Prediction

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Practical Data Prediction for Real-World Wireless Sensor Networks

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2015.2411594 ◽

2015 ◽

Vol 27 (8) ◽

pp. 2231-2244 ◽

Author(s):

Usman Raza ◽

Alessandro Camerra ◽

Amy L. Murphy ◽

Themis Palpanas ◽

Gian Pietro Picco

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Wireless Sensor ◽

Data Prediction

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Data Prediction + Synchronous Transmissions = Ultra-low Power Wireless Sensor Networks

Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems CD-ROM - SenSys '16 ◽

10.1145/2994551.2994558 ◽

2016 ◽

Author(s):

Timofei Istomin ◽

Amy L. Murphy ◽

Gian Pietro Picco ◽

Usman Raza

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Low Power ◽

Wireless Sensor ◽

Ultra Low Power ◽

Data Prediction

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A distributed real-time data prediction and adaptive sensing approach for wireless sensor networks

Pervasive and Mobile Computing ◽

10.1016/j.pmcj.2018.06.007 ◽

2018 ◽

Vol 49 ◽

pp. 62-75 ◽

Author(s):

Gaby Bou Tayeh ◽

Abdallah Makhoul ◽

David Laiymani ◽

Jacques Demerjian

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Real Time ◽

Wireless Sensor ◽

Time Data ◽

Adaptive Sensing ◽

Data Prediction ◽

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Pro-Energy: A novel energy prediction model for solar and wind energy-harvesting wireless sensor networks

2012 IEEE 9th International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2012) ◽

10.1109/mass.2012.6502504 ◽

2012 ◽

Author(s):

Alessandro Cammarano ◽

Chiara Petrioli ◽

Dora Spenza

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Energy Harvesting ◽

Wind Energy ◽

Prediction Model ◽

Wireless Sensor ◽

Energy Prediction

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An Energy Consumption Prediction Model Based on GSPN for Wireless Sensor Networks

2010 International Conference on Computational and Information Sciences ◽

10.1109/iccis.2010.247 ◽

2010 ◽

Author(s):

Zhang-song Shi ◽

Cheng-fei Wang ◽

Peng Zheng ◽

Hang-yu Wang

Keyword(s):

Wireless Sensor Networks ◽

Energy Consumption ◽

Sensor Networks ◽

Prediction Model ◽

Wireless Sensor ◽

Model Based ◽

Energy Consumption Prediction ◽

Consumption Prediction

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