Research on the Distribution of Statistical Parameters of the Wi-Fi Positioning System

Author:

Bragin A. S.1ORCID

Affiliation:

1. Siberian State University of Telecommunications and Information Science

Abstract

Statistical and heuristic decision-making methods based on measurements of the received signal physical parameters are used to determine the location of a mobile object in the Wi-Fi network. It is necessary to know the distribution laws of the measured values’ samples to use them correctly. In this paper, it is proposed to test the statistical criteria for the compliance of the sample with the normal law. Pearson and Kolmogorov criteria were applied. The obtained results confirm the proposed hypothesis.

Publisher

Siberian State University of Telecommunications and Informatics

Reference8 articles.

1. Lisneva Yu. S., Kokoreva E. V., Kostyukovich A. E. Prognozirovanie mestopologenia mobil’nogo abonenta v seti Wi-Fi [Forecasting the location of a mobile subscriber in a Wi-Fi network]. Vestnik of SibGUTI, 2022. No. 3. pp.101-111.

2. Kokoreva E.V., Shurygina K.I. Povishenie tochnosti lokalnogo posicionirovania optimizaciei razmegenia tohek dostypa [Improving the accuracy of local positioning by optimizing the placement of access points]. Actual problems of infotelecommunications in science and education (APINO 2022). XI International Scientific-technical and scientific-methodical conference. St. Petersburg, 2022. pp. 581-585.

3. Lapchenko D. A. Teoria prinatia rechenii [Theory of decision-making].Minsk: BNTU, 2021. 62 p.

4. Svidetel’stvo o gosydarstvenoi registracii programmi dla EVM №2022680963. Programma izmerenia i predvaritel’noi obragotki parametrov tohek dostypa lokal’noi besprovodnoi seti v celax pozicionirovania[Certificate of state registration of the computer program No. 2022680963. A program for measuring and preprocessing the parameters of access points of a local wireless network for positioning purposes].

5. Shurygina K.I., Kokoreva E.V. ; copyright holder of the Russian Federation, on behalf of which the Ministry of Digital Development, Communications and Mass Communications of the Russian Federation acts. Application no. 2022668723 11.10.2022; publ. 08.11.2022; registered in the register of computer programs 08.11.2022.

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