JW Jang, SN Hong - 2018 Tenth International Conference on …, 2018 - ieeexplore.ieee.org
… WIFIFINGERPRINTING In this section, we present a WiFifingerprinting using a CNN for indoor … The proposed CNN classifier identifies the location of a user (eg, building ID and floor …
F Wang, J Feng, Y Zhao, X Zhang, S Zhang… - Ieee …, 2019 - ieeexplore.ieee.org
… For temporal WiFifingerprints, we design a C1D based on the … the joint task of activity recognition and indoorlocalization. … indoorlocalization, we find that the task of indoorlocalization …
… ENERGY SAVING RESULTS This paper develops an indoorlocalization system based on WiFi networks that, in addition to accuracy, has taken into account the energy efficiency of the …
W Sun, M Xue, H Yu, H Tang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… To improve the accuracy of WiFi-based indoorlocalization, we present GPR models to predict the spatial distribution of signal strength in the uncalibrated domain with limited known …
C Chen, Y Chen, HQ Lai, Y Han… - 2016 IEEE international …, 2016 - ieeexplore.ieee.org
… reversal indoor positioning system (WiFi-TRIPS) using the location-specific fingerprints generated … For each location, we generate two fingerprints: the fingerprint associated with the first …
X Song, X Fan, C Xiang, Q Ye, L Liu, Z Wang… - IEEE …, 2019 - ieeexplore.ieee.org
… directly affect the accuracy of localization results. To address the above issues, we propose CNNLoc, a CNNbased indoorLocalization System with WiFifingerprinting. By leveraging the …
… The proposed architecture of LF-DLSTM for WiFifingerprintingindoorlocalization is also presented in this section. Section III illustrates the experimental setup and presents the …
Y Wang, C Xiu, X Zhang, D Yang - Sensors, 2018 - mdpi.com
… ) [10,11] and Simultaneous Localization and Mapping (SLAM) [12], which strongly depend on extra devices, WiFiindoorlocalization utilizes widespread WiFi routes as APs and brings …
… Indoorlocalization systems based on fingerprint approach can be categorized in two classes of processing bases namely; the client base and the server base [9]. The processing bases …