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sensornet.html
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<!DOCTYPE html>
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<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="profile" href="http://gmpg.org/xfn/11">
<link rel="pingback" href="https://onlineacademiccommunity.uvic.ca/sensornet/xmlrpc.php">
<title>Sensor Net – Machine Learning for Sensor Based Projects</title>
<meta name='robots' content='max-image-preview:large' />
<link rel='dns-prefetch' href='https://s.w.org/' />
<link rel="alternate" type="application/rss+xml" title="Sensor Net » Feed" href="sensornet/feed/index.html" />
<link rel="alternate" type="application/rss+xml" title="Sensor Net » Comments Feed" href="sensornet/comments/feed/index.html" />
<link rel="alternate" type="application/rss+xml" title="Sensor Net » All Projects Comments Feed" href="sensornet/projects/feed/index.html" />
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<h2><a href="sensornet/index.html%3Fp=26.html">Wireless Indoor Localization</a></h2>
<p><a href="sensornet/index.html%3Fp=26.html">Using Wi-Fi and Bluetooth signals to track mobile devices.</a></p>
<p>The robot automatically collects wireless packets at different locations and produces a database of RSSI and CSI fingerprints together with a 2D LIDAR map of the floor.</p>
<p><iframe loading="lazy" title="Magic Robot" width="1170" height="658" src="https://www.youtube.com/embed/CAoLso08Shc?feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe></p>
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<p> </p>
<h2><a href="sensornet/index.html%3Fp=77.html">Visual SLAM</a></h2>
<p><a href="sensornet/index.html%3Fp=77.html">Simultaneous localization and mapping (SLAM) using cameras and machine learning</a></p>
<p><a href="sensornet/index.html%3Fp=77.html"><img loading="lazy" class="alignnone wp-image-86" src="sensornet/wp-content/uploads/sites/6671/2021/11/elmoo1-p6-elmoo-large-1.gif" alt="" width="570" height="456" /></a></p>
<h2></h2>
<h2></h2>
<h2><a href="sensornet/index.html%3Fp=94.html">ECG Analysis</a></h2>
<p><a href="sensornet/index.html%3Fp=94.html">Electrocardiography analysis via machine learning for detecting QRS complexes and diagnosing cardiovascular diseases.</a></p>
<p><a href="sensornet/index.html%3Fp=94.html"><img loading="lazy" class="alignnone size-full wp-image-96" src="sensornet/wp-content/uploads/sites/6671/2021/11/yuen1-2955738-large.gif" alt="" width="437" height="820" /></a></p>
<p> </p>
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<h2 class="LC20lb MBeuO DKV0Md"><a href="sensornet/index.html%3Fp=105.html">Spectra Analysis</a></h2>
</div>
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<p><a href="sensornet/index.html%3Fp=105.html">Gas spectra quantification and classification using machine learning algorithms</a></p>
<p><img loading="lazy" class="alignnone size-full wp-image-103" src="sensornet/wp-content/uploads/sites/6671/2021/11/make-01-00061-ag.png" alt="" width="660" height="295" srcset="sensornet/wp-content/uploads/sites/6671/2021/11/make-01-00061-ag.png 660w, sensornet/wp-content/uploads/sites/6671/2021/11/make-01-00061-ag-300x134.png 300w, sensornet/wp-content/uploads/sites/6671/2021/11/make-01-00061-ag-230x103.png 230w, sensornet/wp-content/uploads/sites/6671/2021/11/make-01-00061-ag-350x156.png 350w, sensornet/wp-content/uploads/sites/6671/2021/11/make-01-00061-ag-480x215.png 480w" sizes="(max-width: 660px) 100vw, 660px" /></p>
<p> </p>
<h2>Published Papers</h2>
<ol>
<li><a href="https://ieeexplore.ieee.org/document/8988252">M.T. Hoang, B. Yuen, X. Dong, T. Lu, R. Westendorp and K. Reddy, “Semi-Sequential Probabilistic Model for Indoor Localization Enhancement,” IEEE Sensors Journal, 2020</a></li>
<li><a href="https://ieeexplore.ieee.org/abstract/document/9348748">A. Elmoogy, X. Dong, T. Lu, R. Westendorp and K. Reddy, “SURF-LSTM: A Descriptor Enhanced Recurrent Neural Network For Indoor Localization,” IEEE Conference on Vehicular Technology, 2020</a></li>
<li><a href="https://ieeexplore.ieee.org/abstract/document/9348762">A. Elmoogy, X. Dong, T. Lu, R. Westendorp and K. Reddy, “Linear-PoseNet: A Real-Time Camera Pose Estimation System Using Linear Regression and Principal Component Analysis,” IEEE Conference on Vehicular Technology, 2020</a></li>
<li><a href="https://ieeexplore.ieee.org/document/9151983">B. Yuen, X. Dong, and T. Lu, “Detecting Noisy ECG QRS Complexes Using WaveletCNN Autoencoder and ConvLSTM,” IEEE Access, 2020</a></li>
<li><a href="https://ieeexplore.ieee.org/abstract/document/9348447">A. Elmoogy, X. Dong, T. Lu, R. Westendorp and K. Reddy, “Generalizable Sequential Camera Pose Learning Using Surf Enhanced 3D CNN,” IEEE Conference on Vehicular Technology, 2020</a></li>
<li>
<div id="gsc_prf_in"><a href="https://ieeexplore.ieee.org/abstract/document/9046043">A. Elmoogy, X. Dong, T. Lu, R. Westendorp and K. Reddy, “SurfCNN: A Descriptor Accelerated Convolutional Neural Network for Image-Based Indoor Localization,” IEEE Access, 2020</a></div>
</li>
<li><a href="https://ieeexplore.ieee.org/document/8911411">B. Yuen, X. Dong, and T. Lu, “Inter-Patient CNN-LSTM for QRS Complex Detection in Noisy ECG Signals,” IEEE Access, 2019</a></li>
<li><a href="https://www.mdpi.com/2504-4990/1/4/61">Luyun Gan, Brosnan Yuen and Tao Lu, “Multi-Label Classification with Optimal Thresholding for Multi-Composition Spectroscopic Analysis,” Mach. Learn. Knowl. Extr. 2019, 1(4), 1084-1099</a></li>
<li><a href="https://ieeexplore.ieee.org/document/8830368">M.T. Hoang, B. Yuen, X. Dong, T. Lu, R. Westendorp and K. Reddy, “Recurrent Neural Networks for Accurate RSSI Indoor Localization,” <em>IEEE Internet of Things Journal</em>, 2019</a></li>
<li><a href="https://ieeexplore.ieee.org/document/8485369">M.T. Hoang, Y. Zhu, B. Yuen, T. Reese, X. Dong, T. Lu, R. Westendorp and M. Xie, “Soft Range Limited K-Nearest Neighbours Algorithm for Indoor Localization Enhancement,” <em>IEEE Sensor Journal</em>, pp. 10208-10216, Dec. 2018</a></li>
</ol>
<h2></h2>
<h2>Archived Theses</h2>
<ol>
<li><a href="http://dspace.library.uvic.ca/handle/1828/12091">Minh Tu Hoang, “WiFi fingerprinting based indoor localization with autonomous survey and machine learning,” UVicSpace, ETD (Electronic Theses and Dissertations)</a></li>
<li><a href="http://dspace.library.uvic.ca/handle/1828/12867">Ahmed Elmoogy, “Efficient image based localization using machine learning techniques,” UVicSpace, ETD (Electronic Theses and Dissertations)</a></li>
<li><a href="https://dspace.library.uvic.ca/handle/1828/11095">Luyun Gan, “Multi-label classification with optimal thresholding for multi-composition spectroscopic analysis,” UVicSpace, ETD (Electronic Theses and Dissertations)</a></li>
</ol>
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