DeepML: Deep LSTM for Indoor Localization with Smartphone Magnetic and Light Sensors
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[1] Paramvir Bahl,et al. RADAR: an in-building RF-based user location and tracking system , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).
[2] Bin Wu,et al. NaviLight: Indoor localization and navigation under arbitrary lights , 2017, IEEE INFOCOM 2017 - IEEE Conference on Computer Communications.
[3] Shiwen Mao,et al. DeepFi: Deep learning for indoor fingerprinting using channel state information , 2015, 2015 IEEE Wireless Communications and Networking Conference (WCNC).
[4] Qian Zhang,et al. Wearables Can Afford: Light-weight Indoor Positioning with Visible Light , 2015, MobiSys.
[5] Xiangyu Wang,et al. CiFi: Deep convolutional neural networks for indoor localization with 5 GHz Wi-Fi , 2017, 2017 IEEE International Conference on Communications (ICC).
[6] Daniel Roggen,et al. Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition , 2016, Sensors.
[7] Moustafa Youssef,et al. The Horus WLAN location determination system , 2005, MobiSys '05.
[8] Rong Zheng,et al. IDyLL: indoor localization using inertial and light sensors on smartphones , 2015, UbiComp.
[9] Prabal Dutta,et al. Luxapose: indoor positioning with mobile phones and visible light , 2014, MobiCom.
[10] Shiwen Mao,et al. CSI Phase Fingerprinting for Indoor Localization With a Deep Learning Approach , 2016, IEEE Internet of Things Journal.
[11] Shiwen Mao,et al. CSI-Based Fingerprinting for Indoor Localization: A Deep Learning Approach , 2016, IEEE Transactions on Vehicular Technology.
[12] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[13] Xiangyu Wang,et al. ResLoc: Deep residual sharing learning for indoor localization with CSI tensors , 2017, 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).
[14] Shiwen Mao,et al. Advanced Wireless LAN Technologies: IEEE 802.11AC and Beyond , 2015, GETMBL.
[15] Ram Dantu,et al. Magnetic Maps for Indoor Navigation , 2011, IEEE Transactions on Instrumentation and Measurement.
[16] Kaishun Wu,et al. FIFS: Fine-Grained Indoor Fingerprinting System , 2012, 2012 21st International Conference on Computer Communications and Networks (ICCCN).
[17] Jürgen Schmidhuber,et al. LSTM: A Search Space Odyssey , 2015, IEEE Transactions on Neural Networks and Learning Systems.
[18] Oliver Amft,et al. LuxTrace: indoor positioning using building illumination , 2007, Personal and Ubiquitous Computing.
[19] Ig-Jae Kim,et al. Indoor location sensing using geo-magnetism , 2011, MobiSys '11.
[20] Jürgen Schmidhuber,et al. Learning to Forget: Continual Prediction with LSTM , 2000, Neural Computation.
[21] Guobin Shen,et al. Magicol: Indoor Localization Using Pervasive Magnetic Field and Opportunistic WiFi Sensing , 2015, IEEE Journal on Selected Areas in Communications.
[22] Myungsik Yoo,et al. An in-Depth Survey of Visible Light Communication Based Positioning Systems , 2016, Sensors.
[23] John F. Raquet,et al. Magnetic field navigation in an indoor environment , 2010, 2010 Ubiquitous Positioning Indoor Navigation and Location Based Service.
[24] Chi Zhang,et al. LiTell: robust indoor localization using unmodified light fixtures , 2016, MobiCom.
[25] Yongtao Ma,et al. Basmag: An Optimized HMM-Based Localization System Using Backward Sequences Matching Algorithm Exploiting Geomagnetic Information , 2016, IEEE Sensors Journal.
[26] Navdeep Jaitly,et al. Hybrid speech recognition with Deep Bidirectional LSTM , 2013, 2013 IEEE Workshop on Automatic Speech Recognition and Understanding.
[27] Ignas Niemegeers,et al. A survey of indoor positioning systems for wireless personal networks , 2009, IEEE Communications Surveys & Tutorials.