A reliable and energy efficient dual prediction data reduction approach for WSNs based on Kalman filter

Error-Aware Data Clustering for In-Network Data Reduction in Wireless Sensor Networks

(2020) M. K. Alam et al.   SENSORS

Deep learning with LSTM based distributed data mining model for energy efficient wireless sensor networks

(2020) Sachi Nandan Mohanty et al.   Physical Communication

Novel Architecture and Heuristic Algorithms for Software-Defined Wireless Sensor Networks

(2020) Ammar Hawbani et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Reliable spatial and temporal data redundancy reduction approach for WSN

(2020) Zaid Yemeni et al.   Computer Networks

An In-Networking Double-Layered Data Reduction for Internet of Things (IoT)

(2019) Waleed Ismael et al.   SENSORS

Multipath data transmission in WSN using Exponential Cat Swarm and Fuzzy Optimization

(2019) PramodKumar H Kulkarni et al.   IET Communications

Data Transmission Reduction Schemes in WSNs for Efficient IoT Systems

(2019) Abdallah Jarwan et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Lightweight energy-efficient framework for sensor real-time communications

(2019) Marwa F. Mohamed et al.   IET Communications

On improving the lifespan of wireless sensor networks with fuzzy based clustering and machine learning based data reduction

(2019) S. Radhika et al.   APPLIED SOFT COMPUTING

Data Reduction Using Integrated Adaptive Filters for Energy-Efficient in the Clusters of Wireless Sensor Networks

(2019) Walaa M. Elsayed et al.   IEEE Embedded Systems Letters

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

(2018) Gaby Bou Tayeh et al.   Pervasive and Mobile Computing

A Holistic Approach to Reconstruct Data in Ocean Sensor Network Using Compression Sensing

(2018) Huafeng Wu et al.   IEEE Access

Benefits of data aggregation on energy consumption in wireless sensor networks

(2017) Yao Lu et al.   IET Communications

Data Reduction in Wireless Sensor Networks: A Hierarchical LMS Prediction Approach

(2016) Liansheng Tan et al.   IEEE SENSORS JOURNAL

Data prediction, compression, and recovery in clustered wireless sensor networks for environmental monitoring applications

(2016) Mou Wu et al.   INFORMATION SCIENCES

Practical Data Prediction for Real-World Wireless Sensor Networks

(2015) Usman Raza et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

CDC: Compressive Data Collection for Wireless Sensor Networks

(2015) Xiao-Yang Liu et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

A High Efficient and Real Time Data Aggregation Scheme for WSNs

(2015) Tao Du et al.   International Journal of Distributed Sensor Networks

Compressed Sensing Signal and Data Acquisition in Wireless Sensor Networks and Internet of Things

(2012) Shancang Li et al.   IEEE Transactions on Industrial Informatics