2013 Fiscal Year Final Research Report
Robust and Low Cost WLAN Localization for Device Heterogeneity
| Project/Area Number |
23700080
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Multi-year Fund |
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| Research Field |
Computer system/Network
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| Research Institution | Osaka University |
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Principal Investigator |
UCHIYAMA Akira 大阪大学, 情報科学研究科, 助教 (70555234)
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| Project Period (FY) |
2011 – 2013
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| Keywords | ユビキタスコンピューティング / 位置推定 |
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| Research Abstract |
In order for the robustness to heterogeneous devices in WLAN localization, we have proposed a method to estimate device locations using connectivity among nodes. We have also investigated a novel metric to evaluate localization methods considering requirements for localization based on human perception. Since received signal strength is vulnerable to device heterogeneity, the proposed method relies on the maximum radio range (i.e. connectivity) among nodes, which is relatively robust to device heterogeneity. However, using connectivity instead of signal strength degrades localization accuracy since it only provides the maximum distance between devices. To improve the accuracy, we leverage map information and the maximum moving speed as additional information. From simulation results, we have confirmed the average localization error is 70% of the maximum radio range.
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