Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/3322645.3322690acmotherconferencesArticle/Chapter ViewAbstractPublication PagesicissConference Proceedingsconference-collections
research-article

The Seamlessness of Outdoor and Indoor Localization Approaches based on a Ubiquitous Computing Environment: A Survey

Published: 16 March 2019 Publication History

Abstract

In the world today, various ways of positioning alongside location awareness have been developed. They play an important role towards improving the performance of localization system based technologies for indoor and outdoor conditions, which enables the user to clarify a problem, to develop a system that supports various users' needs and assist in their requirements. The outdoor positioning provides an accurate estimation of a location through the use of the global positioning system. However, it cannot be used indoors due to the inherent weakness in the signal. Therefore, the indoor positioning systems require an alternative solution to improve its performance. The integration of indoor and outdoor positioning systems seamlessly is significant towards bridging different systems without obstacle, and helps to support the user with ease. This paper examines previous literature works with regards to different locations and positioning that have enabled integration of indoor and outdoor environments seamlessly. The paper will seek to analyze the historical works in terms of their respective research methods, results and proposals. The associated challenges for the system are included in this paper as well, as a means to enable continuous improvement of the system in a real environment. Through the use of sensor technologies, the system can be utilized to improve daily activities by improving the complexity of the positioning technology.

References

[1]
L. Pei, R. Chen, Y. Chen, H. Leppäkoski, and A. Perttula, "Indoor/Outdoor Seamless Positioning Technologies Integrated on Smart Phone," in 2009 First International Conference on Advances in Satellite and Space Communications, 2009, pp. 141--145.
[2]
M. C. Adell and J. P. González, "Smart indoor-outdoor positioning handover for smartphones," in International Conference on Indoor Positioning and Indoor Navigation, 2013, pp. 1--7.
[3]
A. Petcovici and E. Stroulia, "Location-based services on a smart campus: A system and a study," in 2016 IEEE 3rd World Forum on Internet of Things (WF-IoT), 2016, pp. 94--99.
[4]
A. Ibrahim and D. Ibrahim, "Real-time GPS based outdoor WiFi localization system with map display," Adv. Eng. Softw., vol. 41, no. 9, pp. 1080--1086, 2010.
[5]
S. Shahidi and S. Valaee, "GIPSy: Geomagnetic indoor positioning system for smartphones," in 2015 International Conference on Indoor Positioning and Indoor Navigation (IPIN), 2015, pp. 1--7.
[6]
K. Mannay, N. Benhadjyoussef, M. Machhout, and J. Ureña, "Location and Positioning Systems: Performance and comparison," in 2016 4th International Conference on Control Engineering Information Technology (CEIT), 2016, pp. 1--6.
[7]
J. Cheng, L. Yang, Y. Li, and W. Zhang, "Seamless outdoor/indoor navigation with WIFI/GPS aided low cost Inertial Navigation System," Phys. Commun., vol. 13, no. Part A, pp. 31--43, 2014.
[8]
F. Pittino, M. Driusso, A. D. Torre, and C. Marshall, "Outdoor and indoor experiments with localization using LTE signals," in 2017 European Navigation Conference (ENC), 2017, pp. 311--321.
[9]
M. Yan, C. Xiuwan, and X. Yubin, "Wireless Local Area Network Assisted GPS in Seamless Positioning," in 2012 International Conference on Computer Science and Electronics Engineering, 2012, vol. 3, pp. 612--615.
[10]
S.-C. Yeh, W.-H. Hsu, M.-Y. Su, C.-H. Chen, and K.-H. Liu, "A study on outdoor positioning technology using GPS and WiFi networks," in 2009 International Conference on Networking, Sensing and Control, 2009, pp. 597--601.
[11]
M. Song et al., "Exploring Vision-Based Techniques for Outdoor Positioning Systems: A Feasibility Study," IEEE Trans. Mob. Comput., vol. 16, no. 12, pp. 3361--3375, Dec. 2017.
[12]
W. Lee and W. Chung, "Position estimation using multiple low-cost GPS receivers for outdoor mobile robots," in 2015 12th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), 2015, pp. 460--461.
[13]
A. Proia et al., "Performance results of the Galileo Precise Timing Facility," in 2014 European Frequency and Time Forum (EFTF), 2014, pp. 463--467.
[14]
M. Yan, C. Xiuwan, and X. Yubin, "Wireless Local Area Network Assisted GPS in Seamless Positioning," in 2012 International Conference on Computer Science and Electronics Engineering, 2012, vol. 3, pp. 612--615.
[15]
Y. Gao, S. Liu, M. M. Atia, and A. Noureldin, "INS/GPS/LiDAR Integrated Navigation System for Urban and Indoor Environments Using Hybrid Scan Matching Algorithm," in Sensors, 2015.
[16]
X. Zhang, Q. Zeng, Q. Meng, J. Liu, and J. Wang, "Implementation of smartphone seamless positioning system based on mobile navigation electronic map," in 2016 Fourth International Conference on Ubiquitous Positioning, Indoor Navigation and Location Based Services (UPINLBS), 2016, pp. 89--93.
[17]
J. Hightower and G. Borriello, "Location systems for ubiquitous computing," Computer, vol. 34, no. 8, pp. 57--66, Aug. 2001.
[18]
S. Alletto et al., "An Indoor Location-Aware System for an IoT-Based Smart Museum," IEEE Internet Things J., vol. 3, no. 2, pp. 244--253, Apr. 2016.
[19]
R. Wilfinger, T. Moder, M. Wieser, and B. Grosswindhager, "Indoor position determination using location fingerprinting and vehicle sensor data," in 2016 European Navigation Conference (ENC), 2016, pp. 1--9.
[20]
P. K. Binu, R. A. Krishnan, and A. P. Kumar, "An efficient indoor location tracking and navigation system using simple magnetic map matching," in 2016 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), 2016, pp. 1--7.
[21]
Y. Gu, A. Lo, and I. Niemegeers, "A survey of indoor positioning systems for wireless personal networks," IEEE Commun. Surv. Tutor., vol. 11, no. 1, pp. 13--32, First 2009.
[22]
J. Kárník and J. Streit, "Summary of available indoor location techniques," IFAC-Pap., vol. 49, no. 25, pp. 311--317, 2016.
[23]
E. Jung and S. Kim, "Location-Awareness for Mobile Users in the Pervasive Network Environment," in 2008 International Conference on Information Networking, 2008, pp. 1--5.
[24]
Y.-C. Tseng, S.-L. Wu, W.-H. Liao, and C.-M. Chao, "Location awareness in ad hoc wireless mobile networks," Computer, vol. 34, no. 6, pp. 46--52, Jun. 2001.
[25]
B. Yang, Y. Lei, and B. Yan, "Distributed Multi-Human Location Algorithm Using Naive Bayes Classifier for a Binary Pyroelectric Infrared Sensor Tracking System," IEEE Sens. J., vol. 16, no. 1, pp. 216--223, Jan. 2016.
[26]
R. S. Bandaru, A. Sørnes, J. D'hooge, and E. Samset, "2D localization of specular reflections using ultrasound," in 2014 IEEE International Ultrasonics Symposium, 2014, pp. 2209--2212.
[27]
C. Yao and W. Hsia, "An Indoor Positioning System Based on the Dual-Channel Passive RFID Technology," IEEE Sens. J., vol. 18, no. 11, pp. 4654--4663, Jun. 2018.
[28]
M. Luna, G. Meifeng, Z. Xinxi, Z. Yongjian, and S. Mingliang, "An indoor pedestrian positioning system based on inertial measurement unit and wireless local area network," in 2015 34th Chinese Control Conference (CCC), 2015, pp. 5419--5424.
[29]
A. Satan, "Bluetooth-based indoor navigation mobile system," in 2018 19th International Carpathian Control Conference (ICCC), 2018, pp. 332--337.
[30]
P. Dabove, V. D. Pietra, M. Piras, A. A. Jabbar, and S. A. Kazim, "Indoor positioning using Ultra-wide band (UWB) technologies: Positioning accuracies and sensors' performances," in 2018 IEEE/ION Position, Location and Navigation Symposium (PLANS), 2018, pp. 175--184.
[31]
M. J. Deka, J. Joshi, N. Sinha, A. Tyagi, A. Kushal, and A. Jain, "Indoor and outdoor position identification using RFID," in 2016 International Conference on Recent Advances and Innovations in Engineering (ICRAIE), 2016, pp. 1--7.
[32]
A. Yassin et al., "Recent Advances in Indoor Localization: A Survey on Theoretical Approaches and Applications," IEEE Commun. Surv. Tutor., vol. 19, no. 2, pp. 1327--1346, Secondquarter 2017.
[33]
L. Yu, Y. Liu, T. Chi, and L. Peng, "An iBeacon-based indoor and outdoor positioning system for the fire emergency command," in 2017 Forum on Cooperative Positioning and Service (CPGPS #65289;, 2017, pp. 326--329.
[34]
S. He and S. H. G. Chan, "Wi-Fi Fingerprint-Based Indoor Positioning: Recent Advances and Comparisons," IEEE Commun. Surv. Tutor., vol. 18, no. 1, pp. 466--490, Firstquarter 2016.
[35]
H. Cho and Y. Kwon, "RSS-based indoor localization with PDR location tracking for wireless sensor networks," AEU - Int. J. Electron. Commun., vol. 70, no. 3, pp. 250--256, 2016.
[36]
C. Luo, H. Hong, L. Cheng, M. C. Chan, J. Li, and Z. Ming, "Accuracy-aware wireless indoor localization: Feasibility and applications," J. Netw. Comput. Appl., vol. 62, pp. 128--136, 2016.
[37]
C. R. Karanam, B. Korany, and Y. Mostofi, "Magnitude-Based Angle-of-Arrival Estimation, Localization, and Target Tracking," in 2018 17th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 2018, pp. 254--265.
[38]
Y. Zou and Q. Wan, "Asynchronous Time-of-Arrival-Based Source Localization With Sensor Position Uncertainties," IEEE Commun. Lett., vol. 20, no. 9, pp. 1860--1863, Sep. 2016.
[39]
T. Le and N. Ono, "Robust TDOA-based joint source and microphone localization in a reverberant environment using medians of acceptable recovered TOAs," in 2016 IEEE International Workshop on Acoustic Signal Enhancement (IWAENC), 2016, pp. 1--5.
[40]
W. Xue et al., "A New Weighted Algorithm Based on the Uneven Spatial Resolution of RSSI for Indoor Localization," IEEE Access, vol. 6, pp. 26588--26595, 2018.
[41]
W. Sakpere, M. A. Oshin, and N. Mlitwa, "A State-of-the-Art Survey of Indoor Positioning and Navigation Systems and Technologies," South Afr. Comput. J., vol. 29, no. 3, 2017.
[42]
K. Feher, RFID wireless 2G, 3G, 4G internet systems including Wi-Fi, Wi-Max, OFDM, CDMA, TDMA, GSM. Google Patents, 2010.
[43]
K. Kaemarungsi and P. Krishnamurthy, "Modeling of indoor positioning systems based on location fingerprinting," in IEEE INFOCOM 2004, 2004, vol. 2, pp. 1012--1022 vol.2.
[44]
M. Iwai and H. Tokuda, "RFID-Based Location Information Management System with Privacy Awareness," in 2005 Symposium on Applications and the Internet Workshops (SAINT 2005 Workshops), 2005, pp. 468--471.
[45]
A. Moro and B. Garbinato, "A System-Level Architecture for Fine-Grained Privacy Control in Location-Based Services," in 2016 12th European Dependable Computing Conference (EDCC), 2016, pp. 25--36.
[46]
H. Liu, H. Darabi, P. Banerjee, and J. Liu, "Survey of Wireless Indoor Positioning Techniques and Systems," IEEE Trans. Syst. Man Cybern. Part C Appl. Rev., vol. 37, no. 6, pp. 1067--1080, Nov. 2007.
[47]
S. M. Nekooei and M. T. Manzuri-Shalmani, "Location Finding in Wireless Sensor Network Based on Soft Computing Methods," in 2011 International Conference on Control, Automation and Systems Engineering (CASE), 2011, pp. 1--5.
[48]
J. C. A. Herrera, P. G. Plöger, A. Hinkenjann, J. Maiero, M. Flores, and A. Ramos, "Pedestrian indoor positioning using smartphone multi-sensing, radio beacons, user positions probability map and IndoorOSM floor plan representation," in 2014 International Conference on Indoor Positioning and Indoor Navigation (IPIN), 2014, pp. 636--645.
[49]
X. Liu, Q. Man, H. Lu, and X. Lin, "Wi-Fi/MARG/GPS integrated system for seamless mobile positioning," in 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013, pp. 2323--2328.
[50]
E. Jinlong and J. Ma, "A Research on Seamless Indoor and Outdoor Positioning.," JCP, vol. 8, no. 12, pp. 3047--3057, 2013.
[51]
R. Hansen, R. Wind, C. S. Jensen, and B. Thomsen, "Seamless Indoor/Outdoor Positioning Handover for Location-Based Services in Streamspin," in 2009 Tenth International Conference on Mobile Data Management: Systems, Services and Middleware, 2009, pp. 267--272.
[52]
W. Jiang, Y. Li, C. Rizos, B. Cai, and W. Shangguan, "Seamless Indoor-Outdoor Navigation based on GNSS, INS and Terrestrial Ranging Techniques," J. Navig., vol. 70, no. 6, pp. 1183--1204, 2017.
[53]
A. Chandra, S. Jain, and M. A. Qadeer, "Implementation of location awareness and sharing system based on GPS and GPRS using J2ME, PHP and MYSQL," in 2011 3rd International Conference on Computer Research and Development, 2011, vol. 1, pp. 216--220.
[54]
G. Zhao, D. Wang, M. Fattouche, and M. Jin, "Novel Wireless Positioning System for OFDM-Based Cellular Networks," IEEE Syst. J., vol. 6, no. 3, pp. 444--454, Sep. 2012.
[55]
G. Dang and X. Cheng, "Application of wireless sensor network in monitoring system based on Zigbee," in Advanced Research and Technology in Industry Applications (WARTIA), 2014 IEEE Workshop on, 2014, pp. 181--183.
[56]
E. Jedari, Z. Wu, R. Rashidzadeh, and M. Saif, "Wi-Fi based indoor location positioning employing random forest classifier," in 2015 International Conference on Indoor Positioning and Indoor Navigation (IPIN), 2015, pp. 1--5.
[57]
C. Zhang, X. Bao, Q. Wei, Q. Ma, Y. Yang, and Q. Wang, "A Kalman filter for UWB positioning in LOS/NLOS scenarios," in 2016 Fourth International Conference on Ubiquitous Positioning, Indoor Navigation and Location Based Services (UPINLBS), 2016, pp. 73--78.
[58]
A. Zipf and M. M. Jöst, "Location-Based Services," in Springer Handbook of Geographic Information, W. Kresse and D. M. Danko, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012, pp. 417--421.
[59]
M. M. Rahman, J. R. Mou, K. Tara, and M. I. Sarkar, "Real time Google map and Arduino based vehicle tracking system," in 2016 2nd International Conference on Electrical, Computer Telecommunication Engineering (ICECTE), 2016, pp. 1--4.
[60]
M. Jia, Y. Yang, L. Kuang, W. Xu, T. Chu, and H. Song, "An Indoor and Outdoor Seamless Positioning System Based on Android Platform," in 2016 IEEE Trustcom/BigDataSE/ISPA, 2016, pp. 1114--1120.
[61]
Q. Zeng, J. Wang, Q. Meng, X. Zhang, and S. Zeng, "Seamless Pedestrian Navigation Methodology Optimized for Indoor/Outdoor Detection," IEEE Sens. J., vol. 18, no. 1, pp. 363--374, Jan. 2018.
[62]
D. M. Lee, "The Seamless Localization System for Interworking in Indoor and Outdoor Environments," JSEE Annu. Conf. Int. Sess. Proc. Int. Coop. Eng. Educ., pp. 59--64, 2016.
[63]
W. Jiang, Y. Li, C. Rizos, B. Cai, and W. Shangguan, "Seamless Indoor-Outdoor Navigation based on GNSS, INS and Terrestrial Ranging Techniques," J. Navig., vol. 70, no. 6, pp. 1183--1204, 2017.
[64]
M. Jia, Y. Yang, L. Kuang, W. Xu, T. Chu, and H. Song, "An Indoor and Outdoor Seamless Positioning System Based on Android Platform," in 2016 IEEE Trustcom/BigDataSE/ISPA, 2016, pp. 1114--1120.
[65]
M. M. Rahman, J. R. Mou, K. Tara, and M. I. Sarkar, "Real time Google map and Arduino based vehicle tracking system," in 2016 2nd International Conference on Electrical, Computer Telecommunication Engineering (ICECTE), 2016, pp. 1--4.
[66]
V. A. Windarni, E. Sediyono, and A. Setiawan, "Using GPS and Google maps for mapping digital land certificates," in 2016 International Conference on Informatics and Computing (ICIC), 2016, pp. 422--426.
[67]
S. Wagner, N. Fet, M. Handte, and P. J. Marrón, "An Approach for Hybrid Indoor/Outdoor Navigation," in 2017 International Conference on Intelligent Environments (IE), 2017, pp. 36--43.
[68]
R. Wilfinger, T. Moder, M. Wieser, and B. Grosswindhager, "Indoor position determination using location fingerprinting and vehicle sensor data," in 2016 European Navigation Conference (ENC), 2016, pp. 1--9.

Cited By

View all
  • (2024)Enhanced Seamless Indoor–Outdoor Tracking Using Time Series of GNSS Positioning ErrorsISPRS International Journal of Geo-Information10.3390/ijgi1303007213:3(72)Online publication date: 27-Feb-2024
  • (2023)Privacy-Preserving Wireless Indoor Localization SystemsKocaeli Journal of Science and Engineering10.34088/kojose.10988046:2(114-128)Online publication date: 30-Nov-2023
  • (2023)Location Context Awareness System for Specific Positioning Based on Received Signal Strength for Android Platform System2023 9th International Conference on Engineering, Applied Sciences, and Technology (ICEAST)10.1109/ICEAST58324.2023.10157900(93-96)Online publication date: 1-Jun-2023

Index Terms

  1. The Seamlessness of Outdoor and Indoor Localization Approaches based on a Ubiquitous Computing Environment: A Survey

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image ACM Other conferences
    ICISS '19: Proceedings of the 2nd International Conference on Information Science and Systems
    March 2019
    325 pages
    ISBN:9781450361033
    DOI:10.1145/3322645
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 16 March 2019

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. Localization Technology
    2. Location Awareness
    3. Positioning
    4. Ubiquitous Computing

    Qualifiers

    • Research-article
    • Research
    • Refereed limited

    Conference

    ICISS 2019

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)20
    • Downloads (Last 6 weeks)1
    Reflects downloads up to 07 Dec 2024

    Other Metrics

    Citations

    Cited By

    View all
    • (2024)Enhanced Seamless Indoor–Outdoor Tracking Using Time Series of GNSS Positioning ErrorsISPRS International Journal of Geo-Information10.3390/ijgi1303007213:3(72)Online publication date: 27-Feb-2024
    • (2023)Privacy-Preserving Wireless Indoor Localization SystemsKocaeli Journal of Science and Engineering10.34088/kojose.10988046:2(114-128)Online publication date: 30-Nov-2023
    • (2023)Location Context Awareness System for Specific Positioning Based on Received Signal Strength for Android Platform System2023 9th International Conference on Engineering, Applied Sciences, and Technology (ICEAST)10.1109/ICEAST58324.2023.10157900(93-96)Online publication date: 1-Jun-2023

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media