Geodesic
An Improved MCB Localization Algorithm Based on Weighted RSSI and Motion Prediction
Computer Science and Information Systems, Tome 17 (2020) no. 3.

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Aiming at the problem of low sampling efficiency and high demand for anchor node density of traditional Monte Carlo Localization Boxed algorithm, an improved algorithm based on historical anchor node information and the received signal strength indicator (RSSI) ranging weight is proposed which can effectively constrain sampling area of the node to be located. Moreover, the RSSI ranging of the surrounding anchors and the neighbor nodes is used to provide references for the position sampling weights of the nodes to be located, an improved motion model is proposed to further restrict the sampling area in direction. The simulation results show that the improved Monte Carlo Localization Boxed (IMCB) algorithm effectively improves the accuracy and efficiency of localization.
Keywords: Wireless sensor networks, Localization, Monte Carlo Boxed, RSSI, Motion prediction 
@article{CSIS_2020_17_3_a7,
     author = {Chunyue Zhou and Hui Tian and Baitong Zhong},
     title = {An {Improved} {MCB} {Localization} {Algorithm} {Based} on {Weighted} {RSSI} and {Motion} {Prediction}},
     journal = {Computer Science and Information Systems},
     publisher = {mathdoc},
     volume = {17},
     number = {3},
     year = {2020},
     url = {http://geodesic.mathdoc.fr/item/CSIS_2020_17_3_a7/}
}
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Chunyue Zhou; Hui Tian; Baitong Zhong. An Improved MCB Localization Algorithm Based on Weighted RSSI and Motion Prediction. Computer Science and Information Systems, Tome 17 (2020) no. 3. http://geodesic.mathdoc.fr/item/CSIS_2020_17_3_a7/