DocumentCode :
3570805
Title :
Fast Indoor Localization of Smart Hand-Held Devices Using Bluetooth
Author :
Yu Gu ; Lianghu Quan ; Fuji Ren ; Jie Li
Author_Institution :
Key Lab. of Affective Comput. & Adv. Intell. Machine, Hefei Univ. of Technol., Hefei, China
fYear :
2014
Firstpage :
186
Lastpage :
194
Abstract :
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.
Keywords :
Bluetooth; indoor radio; radionavigation; AP; Bluetooth RSSI; Bluetooth characteristics; Bluetooth features; device location; energy consumption; fast indoor localization; labor-intensive site survey; localization accuracy; motion-assisted localization model; received signal strength indicator; searching time; smart hand-held devices; user motion; wireless fingerprints; Ad hoc networks; Mobile communication; Mobile computing; Bluetooth; Fast indoor Localization; IoT; Smart devices;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mobile Ad-hoc and Sensor Networks (MSN), 2014 10th International Conference on
Type :
conf
DOI :
10.1109/MSN.2014.32
Filename :
7051769
Link To Document :
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