Analysis and Visualization of Deep Neural Networks in Device-Free Wi-Fi Indoor Localization

23 Apr 2019Shing-Jiuan LiuRonald Y. ChangFeng-Tsun Chien

Device-free Wi-Fi indoor localization has received significant attention as a key enabling technology for many Internet of Things (IoT) applications. Machine learning-based location estimators, such as the deep neural network (DNN), carry proven potential in achieving high-precision localization performance by automatically learning discriminative features from the noisy wireless signal measurements... (read more)

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