Citation

Moe, Sandar Aung and Tan, Kim Geok and Min, Thu Soe @ M Sait (2021) An Optimization Measurement of WiFi RSSI Samples Useful for Indoor Positioning System. In: 2nd FET PG Engineering Colloquium Proceedings 2021, 1-15 Dec. 2021, Online Conference. (Unpublished)

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Abstract

The different collected data sampling rate is analyzed with the statistical method, whether the known label measured data are normality or not. Then, the best optimization of measurement data samples is determined to be useful for indoor environments. Gaussian Process Regression (GPR) method can obviously approve the best optimization result based on the suitable duration. The comparison of accuracy score is implemented to evaluate the optimization information.

Item Type:	Conference or Workshop Item (Paper)
Uncontrolled Keywords:	WiFi, signal strength, distribution, sampling rate, GPR, Gaussian processes
Subjects:	Q Science > QA Mathematics > QA273-280 Probabilities. Mathematical statistics
Divisions:	Faculty of Engineering and Technology (FET)
Depositing User:	Ms Nurul Iqtiani Ahmad
Date Deposited:	25 Jan 2022 14:06
Last Modified:	25 Jan 2022 14:06
URII:	http://shdl.mmu.edu.my/id/eprint/9879

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