Fast Indoor Localization of Smart Hand-held Devices Using Bluetooth

被引:13
|
作者
Gu, Yu [1 ,2 ]
Quan, Lianghu [1 ,2 ]
Ren, Fuji [3 ]
Li, Jie [4 ]
机构
[1] Hefei Univ Technol, Key Lab Affect Comp & Adv Intelligent Machine, Hefei, Peoples R China
[2] Hefei Univ Technol, Sch Comp & Informat, Hefei, Peoples R China
[3] Univ Tokushima, Dept Informat Sci & Intelligent Syst, Tokushima, Japan
[4] Univ Tsukuba, Dept Comp Sci, Tsukuba, Ibaraki 305, Japan
关键词
RAY-TRACING MODEL; PROPAGATION;
D O I
10.1109/MSN.2014.32
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Indoor localization remains a hot topic during the last few decades. Previous research mainly relies on wireless fingerprints and thus demands a large number of APs or labor-intensive site survey. To this end, by exploring Bluetooth features and leveraging user motions, we introduce a novel localization scheme that needs neither APs nor site survey. More specifically, through a systematic experimental study, we gain in-depth understandings of Bluetooth characteristics,.e.g., the impact of various factors such as distance, orientation, and obstacles on the Bluetooth RSSI (Received Signal Strength Indicator). With the empirical experiences, a novel motion-assisted localization model is built to describe the relationship between RSSI and device location. Based on the model, we design a localization scheme that iteratively adjusts the search directions according to RSSI changes to approach the target device. We prototype and evaluate our system in several real-world scenarios. Extensive experiments show that the proposed scheme is efficient in terms of localization accuracy, searching time and energy consumption.
引用
收藏
页码:186 / 194
页数:9
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