Peer-to-peer localization in urban and indoor environments

被引:7
|
作者
Chen S.W. [1 ]
Tan S.Y. [1 ]
Seow C.K. [1 ]
机构
[1] School of Electrical and Electronic Engineering, Nanyang Technologi-cal University
关键词
Indoor positioning systems - Time of arrival - Direction of arrival;
D O I
10.2528/PIERB11070701
中图分类号
学科分类号
摘要
This paper presents a novel peer-to-peer or mobile-to-mobile localization scheme for general indoor and outdoor environments. In this scheme, two mobile nodes at arbitrary locations are able to locate each other without the need of Line-of-Sight (LOS) path between the two mobile device, and without the need for any reference devices such as GPS or land base beacons. Existing peer-to-peer localization techniques make use of Time of Arrival (TOA) and Angle of Arrival (AOA) of LOS and single bounce scattering paths to derive line of possible mobile device positions (LPMDs). The intersections of LPMDs are then used to estimate the unknown mobile device position _ referred to as the Line Segment Intersection. However, in a heavy multipath environment with many multiple-bounce scattering paths, existing techniques require weighting factors and threshold values which are specifically chosen for that particular environment in order to select the LPMDs that correspond to LOS and single-bounce scattering paths for localization. Large localization error will occur if multiple-bounce scattering paths' LPMDs are mistakenly used for intersections. In addition, existing techniques also do not work well in a multipath environment with high level of TOA and AOA noises especially when the angles between LPMDs are small. The accuracy of the Line Segment Intersection also deteriorates as the distance traveled by multipath signals become comparable to each other. This renders the weighting and threshold values ineffective. This paper presents a novel Gaussian weighting process to remove the abovementioned limitations. The Gaussian weighting process also dramatically improves the accuracy of the localization. Experimental coupled with simulation results show that our proposed localization scheme outperforms existing Peer-to-peer localization technique by a significant margin of up to 83% and 54% in indoor and urban environments respectively especially under severe multipath propagation conditions and high level of TOA and AOA noises.
引用
收藏
页码:339 / 358
页数:19
相关论文
共 50 条
  • [1] A localization service for mobile users in peer-to-peer environments
    Thilliez, M
    Delot, T
    [J]. MOBILE AND UBIQUITOUS INFORMATION ACCESS, 2004, 2954 : 271 - 282
  • [2] Improving WiFi Indoor Localization Through a Peer-to-Peer Architecture
    Celso, Armando, Jr.
    Daniel Dantes, Joseph
    Armand Ravelo, Leiko
    Jethro Limjoco, Wilbert
    Michael Tiglao, Nestor
    [J]. PROCEEDINGS OF TENCON 2018 - 2018 IEEE REGION 10 CONFERENCE, 2018, : 2060 - 2065
  • [3] Peer-to-peer in mobile environments
    Kellerer, W
    Schollmeier, R
    Wehrle, K
    [J]. PEER-TO-PEER SYSTEMS AND APPLICATIONS, 2005, 3485 : 401 - 417
  • [4] Distributed High Accuracy Peer-to-Peer Localization in Mobile Multipath Environments
    Ekambaram, Venkatesan. N.
    Ramchandran, Kannan
    [J]. 2010 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE GLOBECOM 2010, 2010,
  • [5] Indoor positioning in peer-to-peer networks
    Brussee, Rogier
    Darau, Mirela
    Dworczynska, Marta
    Fan, Yabin
    Koeleman, Paulien
    Kowalczyk, Piotr
    Samson, Jaron
    Schlomer, Nico
    Swist, Tomasz
    van Wijk, Sandra
    [J]. 2010 5TH ESA WORKSHOP ON SATELLITE NAVIGATION TECHNOLOGIES AND EUROPEAN WORKSHOP ON GNSS SIGNALS AND SIGNAL PROCESSING (NAVITEC), 2010,
  • [6] Peer-to-peer streaming in heterogeneous environments
    Meier, Remo
    Wattenhofer, Roger
    [J]. SIGNAL PROCESSING-IMAGE COMMUNICATION, 2012, 27 (05) : 457 - 469
  • [7] Peer-to-Peer Indoor Navigation Using Smartphones
    Yin, Zuwei
    Wu, Chenshu
    Yang, Zheng
    Liu, Yunhao
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2017, 35 (05) : 1141 - 1153
  • [8] ppNav: Peer-to-Peer Indoor Navigation for Smartphones
    Yin, Zuwei
    Wu, Chenshu
    Yang, Zheng
    Lane, Nicholas
    Liu, Yunhao
    [J]. 2016 IEEE 22ND INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS (ICPADS), 2016, : 104 - 111
  • [9] DynamicTrust: The trust development in peer-to-peer environments
    Wang, Yan
    Varadharajan, Vijay
    [J]. IEEE INTERNATIONAL CONFERENCE ON SENSOR NETWORKS, UBIQUITOUS, AND TRUSTWORTHY COMPUTING, VOL 1, PROCEEDINGS, 2006, : 302 - +
  • [10] Protocol for peer-to-peer networking in mobile environments
    Schollmeier, R
    Gruber, I
    Niethammer, F
    [J]. ICCCN 2003: 12TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, PROCEEDINGS, 2003, : 121 - 127