A Convolutional Neural Network Approach for Classification of LPWAN Technologies: Sigfox, LoRA and IEEE 802.15.4g
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Ingrid Moerman | Adnan Shahid | Eli De Poorter | Jaron Fontaine | Zaheer Khan | Miguel Camelo | Jetmir Haxhibeqiri | Martijn Saelens
[1] Dries Naudts,et al. Enhancing the Coexistence of LTE and Wi-Fi in Unlicensed Spectrum Through Convolutional Neural Networks , 2019, IEEE Access.
[2] Pierre Jallon,et al. Maximum likelihood based methods for OFDM intercarrier spacing characterization , 2008, 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications.
[3] Octavia A. Dobre,et al. Second-Order Cyclostationarity of Mobile WiMAX and LTE OFDM Signals and Application to Spectrum Awareness in Cognitive Radio Systems , 2012, IEEE Journal of Selected Topics in Signal Processing.
[4] Ingrid Moerman,et al. Demo Abstract: Identification of LPWAN Technologies using Convolutional Neural Networks , 2019, IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).
[5] Amitava Ghosh,et al. Overview of LTE enhancements for cellular IoT , 2015, 2015 IEEE 26th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).
[6] Janne J. Lehtomäki,et al. An FPGA-Based Implementation of a Multifunction Environment Sensing Device for Shared Access With Rotating Radars , 2018, IEEE Transactions on Instrumentation and Measurement.
[7] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[8] Srdjan Capkun,et al. Transient-based identification of wireless sensor nodes , 2009, 2009 International Conference on Information Processing in Sensor Networks.
[9] Jürgen Schmidhuber,et al. Multi-column deep neural networks for image classification , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[10] T. Charles Clancy,et al. Convolutional Radio Modulation Recognition Networks , 2016, EANN.
[11] Jeffrey H. Reed,et al. Cyclostationary Approaches to Signal Detection and Classification in Cognitive Radio , 2007, 2007 2nd IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks.
[12] Mahesh Sooriyabandara,et al. Low Power Wide Area Networks: An Overview , 2016, IEEE Communications Surveys & Tutorials.
[13] Ingrid Moerman,et al. Wireless Technology Recognition Based on RSSI Distribution at Sub-Nyquist Sampling Rate for Constrained Devices , 2017, Sensors.
[14] Uwe Meier,et al. Wireless interference identification with convolutional neural networks , 2017, 2017 IEEE 15th International Conference on Industrial Informatics (INDIN).