Comparison of Indoor/Outdoor, RSSI-Based Positioning Using 433, 868 or 2400 MHz ISM Bands

• Autorzy: Chruszczyk Ł. , Zając A.

Identyfikatory

DOI

10.1515/eletel-2016-0054

• Języki publikacji: EN

Abstrakty

EN

This paper compares accuracy of indoor positioning systems using one of three selected ISM bands: 433, 868 or 2400 MHz. Positioning is based on Received Signal Strength Indication (RSSI), received by majority of ISM RF modules, including lowcost ones. Investigated environment is single, indoor space (e.g. office, hall) and personal use, thus 2-dimensional (2D) coordinate system is used. Obtained results, i.a. average positioning error, are compared with similar measurements taken at outdoor, open space environment. The system is local, i.e. its operational area is limited by range of used RF modules – typical a few tens of meters. The main focus is research of how much accuracy (and usefulness) can be expected from standard RF modules working at typical ISM frequencies.

Słowa kluczowe

EN

indoor location; personal location; RSSI measurement; ISM band

• Wydawca: Polish Academy of Sciences, Committee of Electronics and Telecommunication
• Czasopismo: International Journal of Electronics and Telecommunications
• Rocznik: 2016
• Tom: Vol. 62, No. 4
• Strony: 395--399
• Opis fizyczny: Bibliogr. 14 poz., rys., tab., wykr.

Twórcy

autor

Chruszczyk Ł.

• Silesian University of Technology, Institute of Electronics
• Faculty of Automatic Control, Electronics and Computer Science, Institute of Electronics, Poland, 44-100 Gliwice, Akademicka 16

autor

Zając A.

• MSc study. Faculty of Automatic Control, Electronics and Computer Science, Institute of Electronics, Poland, 44-100 Gliwice, Akademicka 16

Bibliografia

• [1] P. Gilski, J. Stefański, “Survey of Radio Navigation Systems”, International Journal of Electronics and Telecommunications (IJET), Vol. 61, No. 1, pp. 43–48, 2015.
• [2] C. Gao, Z. Yu, Y. Wei, S. Russell, Y. Guan, “A Statistical Indoor Localization Method for Supporting Location-based Access Control”, Mobile Networks and Applications, Vol. 14, Iss. 2, pp. 253-263, 2009.
• [3] C. Rung-Ching, H. Sheng-Ling, “A New Method for Indoor Location Base on Radio Frequency Identification”, 8-th WSEAS International Conference on Applied Computer and Applied Computational Science, 2009.
• [4] J. Rapinski, S. Cellmer, “Analysis of Range Based Indoor Positioning Techniques for Personal Communication Networks”, Mobile Networks and Applications, 2015, doi:10.1007/s11036-015-0646-8.
• [5] L. Pieh Wen, C. Wee Nee, K. Meng Chun, T. Shiang-Yen, R. Idrus, “Application of WiFi-based Indoor Positioning System in Handheld Directory System”, 5th European Computing Conference, 2011.
• [6] H. Koyuncu, S. Hua Yang, “Comparison of Indoor localization techniques by using reference nodes and weighted k-NN algorithms”, Recent Advances in Information Science, 2012.
• [7] M. Stella, M. Russo, M. Šarić, “RBF Network Design for WLAN Indoor Positioning”, Recent Advances in Circuits, Systems, Telecommunications and Control, 2013.
• [8] L. Zhonghua, Z. Zijing, H. Chunhui, H. Xiao, “Advances in RFID-ILA: The Past, Present and Future of RFID-based Indoor Location Algorithms”, 24th Chinese Control and Decision Conference, 2012.
• [9] Ndeye Amy Dieng, M. Charbit, C. Chaudet, L. Toutain, B. Tayeb Meriem, “A Multi-Path Data Exclusion Model for RSSI-based Indoor Localization”, 15th International Symposium on Wireless Personal Multimedia Communications, 2012.
• [10] Raida Al Alawi, “RSSI Based Location Estimation in Wireless Sensors Networks”, 17th IEEE International Conference on Networks, 2011.
• [11] Chia-Yen Shih, P.J. Marron, “COLA: Complexity-Reduced Trilateration Approach for 3D Localization in Wireless Sensor Networks”, Fourth International Conference on Sensor Technologies and Applications, 2010.
• [12] Chruszczyk Ł., Zając A., Grzechca D., “Comparison of 2.4 and 5 GHz WLAN network for purpose of indoor and outdoor location”, International Journal of Electronics and Telecommunications (IJET), 2016, Vol. 62, No. 1, pp. 71-79, DOI: 10.1515/eletel-2016-0010.
• [13] B. Sklar, “Digital Communications: Fundamentals & Applications. Second Edition”, Proc. IRE, Vol. 34, p. 254, 2005.
• [14] Hereman W., Murphy S. W. Jr., “Determination of a Position in Three Dimensions Using Trilateration and Approximate Distances”, Department of Mathematical and Computer Science (MCS), Colorado School of Mines, USA, Oct. 1995.

Uwagi

PL

Opracowanie ze środków MNiSW w ramach umowy 812/P-DUN/2016 na działalność upowszechniającą naukę.