Jul 29, 2013 · In this paper we have proposed a framework to automatically detect and correct the drift of the sensor nodes to keep the WSN usable.

In this paper we have proposed a framework to automatically detect and correct the drift of the sensor nodes to keep the WSN usable. Kriging based interpolation ...

A framework to automatically detect and correct the drift of the sensor nodes to keep the WSN usable is proposed and it is shown that the system is robust ...

For example, Dheeraj et al. proposed an automatic sensor drift detection and correction method based on spatial kriging and Kalman filtering [5]. They showed ...

Kriging based interpolation of the sensor readings of neighboring sensors is used to predict actual value at the sensor node and the measured drift is then ...

Bibliographic details on Automatic Sensor Drift Detection and Correction Using Spatial Kriging and Kalman Filtering.

Automatic Sensor drift detection and correction using Spatial Kriging and Kalman filtering. D Kumar, S Rajasegarar, M Palaniswami. Distributed Computing in ...

The predicted values are then used iteratively to correct the sensor drift by means of a Kalman filter. Our scheme can be implemented in a centralized as ...

In this paper, an algorithm is proposed to detect and calibrate drift of sensors using clustering method and Kalman filter. The proposed method neither requires ...

The proposed technique will automatically detect and correct the drift in the sensor nodes. The interpolation of sensor reading of neighboring sensors is used ...