A Spatial–Temporal Positioning Algorithm Using Residual Network and LSTM
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Zhaohui Li | Rongrong Wang | Fang Zhao | Jingyu Huang | Haiyong Luo | Qu Wang | Haiyong Luo | Zhao-hui Li | Fang Zhao | Qu Wang (王曲) | Rongrong Wang | Jingyu Huang
[1] Shoji Kido,et al. Detection and classification of lung abnormalities by use of convolutional neural network (CNN) and regions with CNN features (R-CNN) , 2018, 2018 International Workshop on Advanced Image Technology (IWAIT).
[2] Sunggu Lee,et al. Multi-Mode LSTM Network for Energy-Efficient Speech Recognition , 2018, 2018 International SoC Design Conference (ISOCC).
[3] Haiyong Luo,et al. Location Fingerprint Extraction for Magnetic Field Magnitude Based Indoor Positioning , 2016, J. Sensors.
[4] Alice Buffi,et al. RSSI Measurements for RFID Tag Classification in Smart Storage Systems , 2018, IEEE Transactions on Instrumentation and Measurement.
[5] Francisco Barceló,et al. A Ranging Method with IEEE 802.11 Data Frames for Indoor Localization , 2007, 2007 IEEE Wireless Communications and Networking Conference.
[6] Abdelmoula Bekkali,et al. RFID Indoor Positioning Based on Probabilistic RFID Map and Kalman Filtering , 2007, Third IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2007).
[7] Wei Song,et al. A Novel Clustering Algorithm for Wi-Fi Indoor Positioning , 2019, IEEE Access.
[8] Christian Esposito,et al. Calibrating Indoor Positioning Systems with Low Efforts , 2014, IEEE Transactions on Mobile Computing.
[9] Wei Wang,et al. Improving Wi-Fi Fingerprint Positioning with a Pose Recognition-Assisted SVM Algorithm , 2019, Remote. Sens..
[10] Fang Zhao,et al. A Robust Wi-Fi Fingerprint Positioning Algorithm Using Stacked Denoising Autoencoder and Multi-Layer Perceptron , 2019, Remote. Sens..
[11] Xiaohu You,et al. Indoor Positioning for Multiphotodiode Device Using Visible-Light Communications , 2016, IEEE Photonics Journal.
[12] Jenq-Shiou Leu,et al. Towards the Implementation of Recurrent Neural Network Schemes for WiFi Fingerprint-Based Indoor Positioning , 2018, 2018 IEEE 88th Vehicular Technology Conference (VTC-Fall).
[13] Hao Xia,et al. Indoor Localization on Smartphones Using Built-In Sensors and Map Constraints , 2019, IEEE Transactions on Instrumentation and Measurement.
[14] Yue Li,et al. A Novel Light-Sensor-Based Information Transmission System for Indoor Positioning and Navigation , 2011, IEEE Transactions on Instrumentation and Measurement.
[15] Jieping Ye,et al. Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction , 2018, AAAI.
[16] Haibing Chen,et al. Wireless Indoor Localization Using Convolutional Neural Network and Gaussian Process Regression , 2019, Sensors.
[17] Dario Petri,et al. Accuracy of RSS-Based Centroid Localization Algorithms in an Indoor Environment , 2011, IEEE Transactions on Instrumentation and Measurement.
[18] Amir Nakib,et al. Multi-Layer Perceptron Neural Network and nearest neighbor approaches for indoor localization , 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC).
[19] Dongsoo Han,et al. An LSTM-based Indoor Positioning Method Using Wi-Fi Signals , 2018, ICVISP.
[20] Seyed Ali Ghorashi,et al. A Fingerprint Method for Indoor Localization Using Autoencoder Based Deep Extreme Learning Machine , 2018, IEEE Sensors Letters.
[21] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[22] Eckehard G. Steinbach,et al. Robust WiFi-based indoor localization using multipath component analysis , 2017, 2017 International Conference on Indoor Positioning and Indoor Navigation (IPIN).
[23] Jian Sun,et al. Identity Mappings in Deep Residual Networks , 2016, ECCV.
[24] Zhiyi Qu,et al. Optimization WIFI indoor positioning KNN algorithm location-based fingerprint , 2016, 2016 7th IEEE International Conference on Software Engineering and Service Science (ICSESS).
[25] Eneko Olivares,et al. A Multimodal Fingerprint-Based Indoor Positioning System for Airports , 2018, IEEE Access.
[26] Shueng-Han Gary Chan,et al. Wi-Fi Fingerprint-Based Indoor Positioning: Recent Advances and Comparisons , 2016, IEEE Communications Surveys & Tutorials.
[27] Jürgen Schmidhuber,et al. Learning Precise Timing with LSTM Recurrent Networks , 2003, J. Mach. Learn. Res..
[28] Bengt Ahlgren,et al. Internet of Things for Smart Cities: Interoperability and Open Data , 2016, IEEE Internet Computing.
[29] Chaewoo Lee,et al. Joint Time-Frequency RSSI Features for Convolutional Neural Network-Based Indoor Fingerprinting Localization , 2019, IEEE Access.
[30] Moustafa Youssef,et al. CellinDeep: Robust and Accurate Cellular-Based Indoor Localization via Deep Learning , 2019, IEEE Sensors Journal.
[31] Mustafa ElNainay,et al. CNN based Indoor Localization using RSS Time-Series , 2018, 2018 IEEE Symposium on Computers and Communications (ISCC).
[32] Si Chen,et al. NSAC: A Novel Clustering Protocol in Cognitive Radio Sensor Networks for Internet of Things , 2019, IEEE Internet of Things Journal.
[33] Osman Altay,et al. Location determination by processing signal strength of Wi-Fi routers in the indoor environment with linear discriminant classifier , 2018, 2018 6th International Symposium on Digital Forensic and Security (ISDFS).
[34] Yu Zhang,et al. AP weighted multiple matching nearest neighbors approach for fingerprint-based indoor localization , 2016, 2016 Fourth International Conference on Ubiquitous Positioning, Indoor Navigation and Location Based Services (UPINLBS).
[35] Dit-Yan Yeung,et al. Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting , 2015, NIPS.
[36] Chris J. Bleakley,et al. Robust High Resolution Time of Arrival Estimation for Indoor WLAN Ranging , 2017, IEEE Transactions on Instrumentation and Measurement.
[37] Haiyong Luo,et al. Constructing an Indoor Floor Plan Using Crowdsourcing Based on Magnetic Fingerprinting , 2017, Sensors.
[38] Haiyong Luo,et al. Light positioning: A high-accuracy visible light indoor positioning system based on attitude identification and propagation model , 2018, Int. J. Distributed Sens. Networks.
[39] Moustafa Youssef,et al. Handling samples correlation in the Horus system , 2004, IEEE INFOCOM 2004.
[40] Guigang Zhang,et al. Deep Learning , 2016, Int. J. Semantic Comput..
[41] Haiyong Luo,et al. SP-Loc: A crowdsourcing fingerprint based shop-level indoor localization algorithm integrating shop popularity without the indoor map , 2018, Int. J. Distributed Sens. Networks.
[42] Xiangjian He,et al. A Novel Convolutional Neural Network Based Indoor Localization Framework With WiFi Fingerprinting , 2019, IEEE Access.
[43] Wei Li,et al. Fingerprint and Assistant Nodes Based Wi-Fi Localization in Complex Indoor Environment , 2016, IEEE Access.
[44] Zhenzhong Chen,et al. 3-D BLE Indoor Localization Based on Denoising Autoencoder , 2017, IEEE Access.
[45] Paul Congdon,et al. Avoiding multipath to revive inbuilding WiFi localization , 2013, MobiSys '13.
[46] Qiang Yang,et al. Reducing the Calibration Effort for Probabilistic Indoor Location Estimation , 2007, IEEE Transactions on Mobile Computing.
[47] Han Zou,et al. WiFi Fingerprinting Indoor Localization Using Local Feature-Based Deep LSTM , 2020, IEEE Systems Journal.
[48] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[49] Venkata N. Padmanabhan,et al. Indoor localization without the pain , 2010, MobiCom.
[50] Chaur-Heh Hsieh,et al. Deep Learning-Based Indoor Localization Using Received Signal Strength and Channel State Information , 2019, IEEE Access.
[51] Marios Raspopoulos. Multidevice Map-Constrained Fingerprint-Based Indoor Positioning Using 3-D Ray Tracing , 2018, IEEE Transactions on Instrumentation and Measurement.