Crowd-Sourced Mobility Mapping for Location Tracking Using Unlabeled Wi-Fi Simultaneous Localization and Mapping

المؤلفون المشاركون

Tian, Zengshan
Xu, Kunjie
Shi, Ruikang
Zhou, Mu
Wu, Haibo

المصدر

Mobile Information Systems

العدد

المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-14، 14ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2015-05-27

دولة النشر

مصر

عدد الصفحات

14

التخصصات الرئيسية

هندسة الاتصالات

الملخص EN

Due to the increasing requirements of the seamless and round-the-clock Location-based services (LBSs), a growing interest in Wi-Fi network aided location tracking is witnessed in the past decade.

One of the significant problems of the conventional Wi-Fi location tracking approaches based on received signal strength (RSS) fingerprinting is the time-consuming and labor intensive work involved in location fingerprint calibration.

To solve this problem, a novel unlabeled Wi-Fi simultaneous localization and mapping (SLAM) approach is developed to avoid the location fingerprinting and additional inertial or vision sensors.

In this approach, an unlabeled mobility map of the coverage area is first constructed by using the crowd-sourcing from a batch of sporadically recorded Wi-Fi RSS sequences based on the spectral cluster assembling.

Then, the sequence alignment algorithm is applied to conduct location tracking and mobility map updating.

Finally, the effectiveness of this approach is verified by the extensive experiments carried out in a campus-wide area.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Zhou, Mu& Xu, Kunjie& Tian, Zengshan& Wu, Haibo& Shi, Ruikang. 2015. Crowd-Sourced Mobility Mapping for Location Tracking Using Unlabeled Wi-Fi Simultaneous Localization and Mapping. Mobile Information Systems،Vol. 2015, no. 2015, pp.1-14.
https://search.emarefa.net/detail/BIM-1072740

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Zhou, Mu…[et al.]. Crowd-Sourced Mobility Mapping for Location Tracking Using Unlabeled Wi-Fi Simultaneous Localization and Mapping. Mobile Information Systems No. 2015 (2015), pp.1-14.
https://search.emarefa.net/detail/BIM-1072740

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Zhou, Mu& Xu, Kunjie& Tian, Zengshan& Wu, Haibo& Shi, Ruikang. Crowd-Sourced Mobility Mapping for Location Tracking Using Unlabeled Wi-Fi Simultaneous Localization and Mapping. Mobile Information Systems. 2015. Vol. 2015, no. 2015, pp.1-14.
https://search.emarefa.net/detail/BIM-1072740

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1072740