A novel feature based ensemble learning model for indoor localization of smartphone users

[1]  Takuya Maekawa,et al.  Robust Wi-Fi based indoor positioning with ensemble learning , 2014, 2014 IEEE 10th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob).

[2]  M. A. Khanesar,et al.  A novel binary particle swarm optimization , 2007, 2007 Mediterranean Conference on Control & Automation.

[3]  Na Dong,et al.  A Novel Chaotic Particle Swarm Optimization Algorithm for Parking Space Guidance , 2016 .

[4]  Fernando Bação,et al.  Geometric SMOTE a geometrically enhanced drop-in replacement for SMOTE , 2019, Inf. Sci..

[5]  Mohamed Khedr,et al.  An enhanced WiFi indoor localization system based on machine learning , 2016, 2016 International Conference on Indoor Positioning and Indoor Navigation (IPIN).

[6]  Rok Blagus,et al.  Evaluation of SMOTE for High-Dimensional Class-Imbalanced Microarray Data , 2012, 2012 11th International Conference on Machine Learning and Applications.

[7]  Raúl Montoliu,et al.  A radiosity-based method to avoid calibration for indoor positioning systems , 2018, Expert Syst. Appl..

[8]  Zijian Wang,et al.  A Hybrid Wi-Fi Fingerprint-Based Localization Scheme Achieved by Combining Fisher Score and Stacked Sparse Autoencoder Algorithms , 2020, Mob. Inf. Syst..

[9]  Heesung Jun,et al.  Vision-based location positioning using augmented reality for indoor navigation , 2008, IEEE Transactions on Consumer Electronics.

[10]  Chandreyee Chowdhury,et al.  Indoor Localization using Stable Set of Wireless Access Points Subject to Varying Granularity Levels , 2019, 2019 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET).

[11]  Giuseppe Lo Re,et al.  A machine learning approach for user localization exploiting connectivity data , 2016, Eng. Appl. Artif. Intell..

[12]  Ehud Rivlin,et al.  Vision-Based Indoor Positioning of a Robotic Vehicle with a Floorplan , 2018, 2018 International Conference on Indoor Positioning and Indoor Navigation (IPIN).

[13]  Massimo Ficco Calibration-less indoor location systems based on wireless sensors , 2014, J. Ambient Intell. Humaniz. Comput..

[14]  Yu Pang,et al.  Indoor Positioning Algorithm Based on the Improved RSSI Distance Model , 2018, Sensors.

[15]  Peter Brida,et al.  Ubiquitous smartphone based localization with door crossing detection , 2018, Eng. Appl. Artif. Intell..

[16]  Sarmistha Neogy,et al.  Designing a Framework for Real-Time WiFi-Based Indoor Positioning , 2021 .

[17]  Chandreyee Chowdhury,et al.  Novel weighted ensemble classifier for smartphone based indoor localization , 2021, Expert Syst. Appl..

[18]  Sanghamitra Bandyopadhyay,et al.  JUIndoorLoc: A Ubiquitous Framework for Smartphone-Based Indoor Localization Subject to Context and Device Heterogeneity , 2019, Wirel. Pers. Commun..

[19]  Muhammad Kamran,et al.  Opposition-Based Particle Swarm Optimization with Velocity Clamping (OVCPSO) , 2009 .

[20]  Moustafa Youssef,et al.  WiDeep: WiFi-based Accurate and Robust Indoor Localization System using Deep Learning , 2019, 2019 IEEE International Conference on Pervasive Computing and Communications (PerCom.

[21]  Moustafa Youssef,et al.  WLAN location determination via clustering and probability distributions , 2003, Proceedings of the First IEEE International Conference on Pervasive Computing and Communications, 2003. (PerCom 2003)..

[22]  Abdulla Al-Ali,et al.  Indoor positioning and wayfinding systems: a survey , 2020, Human-centric Computing and Information Sciences.

[23]  Yunzhou Zhang,et al.  Indoor Mobile Localization Based on Wi-Fi Fingerprint's Important Access Point , 2015, Int. J. Distributed Sens. Networks.

[24]  Xiao Chen,et al.  Improved Wi-Fi Indoor Positioning Based on Particle Swarm Optimization , 2017, IEEE Sensors Journal.

[25]  Wei Liu,et al.  MAPS: Indoor Localization Algorithm Based on Multiple AP Selection , 2020, Mob. Networks Appl..

[26]  Siwei Feng,et al.  Graph Autoencoder-Based Unsupervised Feature Selection with Broad and Local Data Structure Preservation , 2018, Neurocomputing.

[27]  Gerhard Nahler,et al.  Pearson Correlation Coefficient , 2020, Definitions.

[28]  Kun Yang,et al.  A Map-Assisted WiFi AP Placement Algorithm Enabling Mobile Device’s Indoor Positioning , 2017, IEEE Systems Journal.

[29]  Yiqiang Chen,et al.  Power-efficient access-point selection for indoor location estimation , 2006, IEEE Transactions on Knowledge and Data Engineering.

[30]  Wenguang Luo,et al.  Convergence Analysis of Particle Swarm Optimizer and Its Improved Algorithm Based on Velocity Differential Evolution , 2013, Comput. Intell. Neurosci..

[31]  Wen Liu,et al.  Cooperative indoor positioning with factor graph based on FIM for wireless sensor network , 2018, Future Gener. Comput. Syst..

[32]  Chunlong He,et al.  Kalman-Filter-Based Integration of IMU and UWB for High-Accuracy Indoor Positioning and Navigation , 2020, IEEE Internet of Things Journal.

[33]  Sheng Zhang,et al.  An effective preprocessing Scheme for WLAN-based fingerprint positioning systems , 2010, 2010 IEEE 12th International Conference on Communication Technology.