Augmentation of Fingerprints for Indoor WiFi Localization Based on Gaussian Process Regression.

IEEE Transactions on Vehicular Technology(2018)

引用 131|浏览38
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摘要
WiFi-Fingerprint is extensively utilized for indoor localization with the advent of the high-density wireless networks deployment and research on ubiquitous intelligence. Nevertheless, establishing an elaborate radio map for localization is a highly time-consuming task. Aiming to alleviate this problem and enhance WiFi-based indoor localization accuracy, this paper has done the following contribut...
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关键词
Wireless fidelity,Predictive models,Ground penetrating radar,Hidden Markov models,Kernel,Training,Gaussian processes
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