Wi-Fi DSAR: Wi-Fi based Indoor Localization using Denoising Supervised Autoencoder

Yun-Hao Wang,Ta-Wei Yang,Cheng-Fu Chou,Ing-Chau Chang

2021 30th Wireless and Optical Communications Conference (WOCC)（2021）

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摘要

In recent years, the demand for Wi-Fi has grown exponentially, which has led to the rapid development of indoor positioning services based on Wi-Fi fingerprints. Due to the Received Signal Strength Indicator (RSSI) variation over time, the device heterogeneity, and dynamic changes in the environment, the accuracy and robustness of traditional Wi-Fi fingerprint-based methods usually degrade. To all...

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关键词

Location awareness,Wireless communication,Resistance,Noise reduction,Fingerprint recognition,Robustness,Optical fiber communication

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