A Novel Indoor Localization Algorithm for Efficient Mobility Management in Wireless Networks
المؤلفون المشاركون
Xiao, Yalong
Zhu, Chengzhang
Wang, Jianxin
Zhang, Shigeng
المصدر
Wireless Communications and Mobile Computing
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-12، 12ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-06-03
دولة النشر
مصر
عدد الصفحات
12
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
Along with the penetration of smart devices and mobile applications in our daily life, how to effectively manage the mobility issues in wireless networks becomes a challenging task.
The ability to continuously and accurately track the target object’s position plays a vital role in mobility management.
In this paper, we propose a novel indoor localization algorithm that fuses multiple signal features as the location fingerprints.
The rationale that motivates our algorithm design stems from the following observation: although using one special signal feature (e.g., channel state information (CSI)) might achieve statistically higher accuracy than using another signal feature (e.g., received signal strength (RSS)), the accuracy for individual position estimations is usually diversified when only one signal feature is used in localization.
For example, using RSS can obtain more accurate location estimation than using CSI for some individual positions.
Thus, we propose a novel indoor localization algorithm that fuses multiple types of signal features as fingerprint of positions, which can effectively improve localization accuracy.
We designed several fusion schemes and evaluated their performance.
Experiments show that our algorithm achieves localization error below 0.5m and 1.1m in two typical indoor environments, about 30% lower than the accuracy of algorithms by fusing multiple signal features.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Xiao, Yalong& Zhang, Shigeng& Wang, Jianxin& Zhu, Chengzhang. 2018. A Novel Indoor Localization Algorithm for Efficient Mobility Management in Wireless Networks. Wireless Communications and Mobile Computing،Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1216406
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Xiao, Yalong…[et al.]. A Novel Indoor Localization Algorithm for Efficient Mobility Management in Wireless Networks. Wireless Communications and Mobile Computing No. 2018 (2018), pp.1-12.
https://search.emarefa.net/detail/BIM-1216406
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Xiao, Yalong& Zhang, Shigeng& Wang, Jianxin& Zhu, Chengzhang. A Novel Indoor Localization Algorithm for Efficient Mobility Management in Wireless Networks. Wireless Communications and Mobile Computing. 2018. Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1216406
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1216406
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر