These large data sets may cause network traffics slow unnecessarily. The unfiltered transmission of raw data will also consume the WSN batteries inefficiently.
The contribution of this paper includes an adaptive technique of acquiring and utilizing sensor data. Keywords―collaborating sensors; data mining approach. I.
Bibliographic details on Data mining approach to situation-aware sensor actuation in wireless sensor networks.
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Apr 25, 2024 · Jong P. Yoon, Juan Ortiz: Data mining approach to situation-aware sensor actuation in wireless sensor networks. FGCT 2015: 1-6; 2012.
This work provides an overview of how traditional data mining algorithms are revised and improved to achieve good performance in a wireless sensor network ...
1. Estimate the current network topology and link qualities: from networking data collected over time. · 2. Observe one or more sensors or preferences: Using the ...
Missing: mining situation-
Our resource-aware approach builds on this theory by choosing the sensor readings to capture and actuators to adjust that will incur the minimum energy cost to.
Missing: mining situation-
May 31, 2024 · This work provides an overview of how traditional data mining algorithms are revised and improved to achieve good performance in a wireless ...
Missing: actuation | Show results with:actuation
To address these conflicting needs, the approach we advocate uses statistical models and control theory to design robust control laws and tailor sensing ...
Missing: mining situation-
Three-tied data mining paradigm is described, which includes lowering data transmission by mining from the lower tiers, mining time-critical data earlier.