Scheduling UWB Ranging and Backbone Communications in a Pure Wireless Indoor Positioning System

被引:0
|
作者
Charlier, Maximilien [1 ]
Koutsiamanis, Remous-Aris [2 ]
Quoitin, Bruno [1 ]
机构
[1] Univ Mons UMONS, Dept Comp Sci, B-7000 Mons, Belgium
[2] Inria, IMT Atlantique, STACK Res Grp, LS2N, F-44307 Nantes, France
来源
IOT | 2022年 / 3卷 / 01期
关键词
ultra-wideband; TSCH; MAC; TDMA; IPS; scheduling; localization; SENSOR NETWORKS;
D O I
10.3390/iot3010013
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In this paper, we present and evaluate an ultra-wideband (UWB) indoor processing architecture that allows the performing of simultaneous localizations of mobile tags. This architecture relies on a network of low-power fixed anchors that provide forward-ranging measurements to a localization engine responsible for performing trilateration. The communications within this network are orchestrated by UWB-TSCH, an adaptation to the ultra-wideband (UWB) wireless technology of the time-slotted channel-hopping (TSCH) mode of IEEE 802.15.4. As a result of global synchronization, the architecture allows deterministic channel access and low power consumption. Moreover, it makes it possible to communicate concurrently over multiple frequency channels or using orthogonal preamble codes. To schedule communications in such a network, we designed a dedicated centralized scheduler inspired from the traffic aware scheduling algorithm (TASA). By organizing the anchors in multiple cells, the scheduler is able to perform simultaneous localizations and transmissions as long as the corresponding anchors are sufficiently far away to not interfere with each other. In our indoor positioning system (IPS), this is combined with dynamic registration of mobile tags to anchors, easing mobility, as no rescheduling is required. This approach makes our ultra-wideband (UWB) indoor positioning system (IPS) more scalable and reduces deployment costs since it does not require separate networks to perform ranging measurements and to forward them to the localization engine. We further improved our scheduling algorithm with support for multiple sinks and in-network data aggregation. We show, through simulations over large networks containing hundreds of cells, that high positioning rates can be achieved. Notably, we were able to fully schedule a 400-cell/400-tag network in less than 11 s in the worst case, and to create compact schedules which were up to 11 times shorter than otherwise with the use of aggregation, while also bounding queue sizes on anchors to support realistic use situations.
引用
收藏
页码:219 / 258
页数:40
相关论文
共 50 条
  • [21] Indoor Positioning System with UWB Based on a Digital Twin
    Lou, Ping
    Zhao, Qi
    Zhang, Xiaomei
    Li, Da
    Hu, Jiwei
    SENSORS, 2022, 22 (16)
  • [22] DESIGN OF AN UWB-BASED INDOOR POSITIONING SYSTEM
    Artunc, Turan Can
    Yalcin, Mustak Erhan
    2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,
  • [23] UWB Localization in EIGER Indoor/Outdoor Positioning System
    Kolakowski, Jerzy
    Consoli, Angelo
    Djaja-Josko, Vitomir
    Ayadi, Jaouhar
    Morrigia, Lorenzo
    Piazza, Francesco
    2015 IEEE 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS: TECHNOLOGY AND APPLICATIONS (IDAACS), VOLS 1-2, 2015, : 845 - 849
  • [24] Research on Indoor Positioning System Based on UWB Technology
    Tian, Dadiao
    Xiang, Qiang
    PROCEEDINGS OF 2020 IEEE 5TH INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC 2020), 2020, : 667 - 670
  • [25] Implementation of Receiver of Indoor Positioning System Based on UWB
    Xu Jinsong
    Lu Xiaochun
    Bai Yan
    Wang Jing
    PROCEEDINGS OF THE 23RD INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS 2010), 2010, : 489 - 495
  • [26] Ranging Optimization and Research on Indoor 3D Positioning Algorithm Based on UWB
    Hu, Siquan
    Bao, Tianyu
    3RD ANNUAL INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI2018), 2018, 1069
  • [27] Research on UWB-Based Indoor Ranging Positioning Technolog and a Method to Improve Accuracy
    Ding, Lei
    Zhu, Xinhua
    Zhou, Tong
    Wang, Yagang
    Jie, Yu
    Su, Yan
    2018 IEEE REGION TEN SYMPOSIUM (TENSYMP), 2018, : 69 - 73
  • [28] Experimental Characterisation of Radiowave Signal Propagation for Indoor UWB Wireless Communications
    Loh, T. H.
    Arnaut, L. R.
    PIERS 2009 MOSCOW VOLS I AND II, PROCEEDINGS, 2009, : 1488 - 1492
  • [29] Compact UWB Antenna and Radio Propagation Analysis for Indoor Wireless Communications
    Susila, M.
    RamaRao, T.
    Pushpalatha, M.
    2016 IEEE ANNUAL INDIA CONFERENCE (INDICON), 2016,
  • [30] Wireless network system for indoor human positioning
    Kawakubo, Saki
    Chansavang, Arnaud
    Tanaka, Sayoko
    Iwasaki, Tetsu
    Sasaki, Ken
    Hirota, Terunao
    Hosaka, Hiroshi
    Ando, Hideyuki
    INTERNATIONAL SYMPOSIUM ON WIRELESS PERVASIVE COMPUTING 2006, CONFERENCE PROGRAM, 2006, : 291 - +