Human Counting and Indoor Positioning System Using WiFi Technology

被引:0
作者
Zourmand, Alireza [1 ]
Sheng, Ng Wooi [1 ]
Hing, Andrew Lai Kun [2 ]
AbdulRehman, Mohammad [2 ]
机构
[1] KDU Univ Coll, Sch Engn, Selangor, Malaysia
[2] Centum Oasis, Tanand Technol Sdn Bhd C-8-11, Corporate Pk, Malaysia
来源
2018 IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND INTELLIGENT SYSTEMS (I2CACIS) | 2018年
关键词
Indoor Positioning; Human Counting;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The position that inside the building are unable to be tracked precisely due to the signal blocking by the wall and rooftop. It is difficult to measure the population of people inside the building such as shopping centre, airport, hospital and so on by current GPS system. Thus, WiFi network is suggested to he used for improvement the positioning technology inside the building where the wireless sensor network are commonly used in the building nowadays. This project study the behavior of RSSI (received signal strength indicator) value. The presentation of RSSI behavior are discussed with Butterworth low pass filter, Savitzky-Golay smoothing filter, and satistical analysis in section IV. After the experiment, the satistical analysis is the chosen algorithm to obtain filtered RSSI value from WiFi embedded devices and radio map. Thus, by comparing the filtered target device's RSSI value with the radio map, the position can be estimated precisely.
引用
收藏
页码:142 / 147
页数:6
相关论文
共 17 条
  • [1] [Anonymous], 2016, CONSUMER BEHAV TOURI
  • [2] [Anonymous], 2016, IND POS SYST IPS RTL
  • [3] Bahl P., 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064), P775, DOI 10.1109/INFCOM.2000.832252
  • [4] BENKIC K, 2008, SYST SIGN IM PROC 20, P303
  • [5] Real-Time Tracking Management System Using GPS, GPRS and Google Earth
    Chadil, Noppadol
    Russameesawang, Apirak
    Keeratiwintakorn, Phongsak
    [J]. ECTI-CON 2008: PROCEEDINGS OF THE 2008 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY, VOLS 1 AND 2, 2008, : 393 - 396
  • [6] A TRIANGULATION ALGORITHM FROM ARBITRARY SHAPED MULTIPLE PLANAR CONTOURS
    EKOULE, AB
    PEYRIN, FC
    ODET, CL
    [J]. ACM TRANSACTIONS ON GRAPHICS, 1991, 10 (02): : 182 - 199
  • [7] A Survey of Indoor Positioning Systems for Wireless Personal Networks
    Gu, Yanying
    Lo, Anthony
    Niemegeers, Ignas
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2009, 11 (01): : 13 - 32
  • [8] Hofmann-Wellenhof B., 2012, Global Positioning System: Theory and Practice
  • [9] Ingram SJ, 2004, IEEE POSITION LOCAT, P706
  • [10] King Thomas., 2006, Proceedings of the 1st international workshop on Wireless network testbeds, experimental evaluation characterization, P34