Survey on indoor localization system and recent advances of WIFI fingerprinting technique

C Basri, A El Khadimi - 2016 5th international conference on …, 2016 - ieeexplore.ieee.org
… Most indoor localization approaches adopt WLAN … indoor localization technologies, methods
and performance metrics, and makes benchmark of existing solutions of Wi-Fi fingerprinting

Indoor localization with WiFi fingerprinting using convolutional neural network

JW Jang, SN Hong - 2018 Tenth International Conference on …, 2018 - ieeexplore.ieee.org
WIFI FINGERPRINTING In this section, we present a WiFi fingerprinting using a CNN for
indoor … The proposed CNN classifier identifies the location of a user (eg, building ID and floor …

Joint activity recognition and indoor localization with WiFi fingerprints

F Wang, J Feng, Y Zhao, X Zhang, S Zhang… - Ieee …, 2019 - ieeexplore.ieee.org
… For temporal WiFi fingerprints, we design a C1D based on the … the joint task of activity
recognition and indoor localization. … indoor localization, we find that the task of indoor localization

Energy-efficient indoor localization WiFi-fingerprint system: An experimental study

JLS González, LMS Morillo, JA Álvarez-García… - IEEE …, 2019 - ieeexplore.ieee.org
… ENERGY SAVING RESULTS This paper develops an indoor localization system based on
WiFi networks that, in addition to accuracy, has taken into account the energy efficiency of the …

Augmentation of fingerprints for indoor WiFi localization based on Gaussian process regression

W Sun, M Xue, H Yu, H Tang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… To improve the accuracy of WiFi-based indoor localization, we present GPR models to
predict the spatial distribution of signal strength in the uncalibrated domain with limited known …

High accuracy indoor localization: A WiFi-based approach

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 …

A novel convolutional neural network based indoor localization framework with WiFi fingerprinting

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 indoor Localization System with WiFi fingerprinting. By leveraging the …

WiFi fingerprinting indoor localization using local feature-based deep LSTM

Z Chen, H Zou, JF Yang, H Jiang, L Xie - IEEE Systems Journal, 2019 - ieeexplore.ieee.org
… The proposed architecture of LF-DLSTM for WiFi fingerprinting indoor localization is also
presented in this section. Section III illustrates the experimental setup and presents the …

[HTML][HTML] WiFi indoor localization with CSI fingerprinting-based random forest

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, WiFi indoor localization utilizes widespread WiFi routes as APs and brings …

An enhanced WiFi indoor localization system based on machine learning

AH Salamah, M Tamazin, MA Sharkas… - … conference on indoor …, 2016 - ieeexplore.ieee.org
Indoor localization 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 …