{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T15:53:02Z","timestamp":1783007582481,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":92,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,11,15]],"date-time":"2021-11-15T00:00:00Z","timestamp":1636934400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"China-Singapore International Joint Research Institute","award":["206-A021001"],"award-info":[{"award-number":["206-A021001"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,11,15]]},"DOI":"10.1145\/3485730.3485932","type":"proceedings-article","created":{"date-parts":[[2021,11,11]],"date-time":"2021-11-11T11:41:43Z","timestamp":1636630903000},"page":"111-124","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":139,"title":["MoRe-Fi"],"prefix":"10.1145","author":[{"given":"Tianyue","family":"Zheng","sequence":"first","affiliation":[{"name":"School of Computer Science and Engineering, Nanyang Technological University, Singapore and Energy Research Institute, Interdisciplinary Graduate Programme, Nanyang Technological University, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhe","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Nanyang Technological University, Singapore and China-Singapore International Joint Research Institute, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shujie","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Nanyang Technological University, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chao","family":"Cai","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Nanyang Technological University, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Nanyang Technological University, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2021,11,15]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1152\/jappl.1992.72.5.1818"},{"key":"e_1_3_2_1_2_1","volume-title":"Proc. of the 10th USENIX NSDI. 317--329","author":"Adib Fadel","unstructured":"Fadel Adib , Zach Kabelac , Dina Katabi , and Robert C. Miller . 2014. 3D Tracking via Body Radio Reflections . In Proc. of the 10th USENIX NSDI. 317--329 . Fadel Adib, Zach Kabelac, Dina Katabi, and Robert C. Miller. 2014. 3D Tracking via Body Radio Reflections. In Proc. of the 10th USENIX NSDI. 317--329."},{"key":"e_1_3_2_1_3_1","volume-title":"Proc. of the 33rd ACM CHI. 837--846","author":"Adib Fadel","unstructured":"Fadel Adib , Hongzi Mao , Zachary Kabelac , Dina Katabi , and Robert C. Miller . 2015. Smart Homes that Monitor Breathing and Heart Rate . In Proc. of the 33rd ACM CHI. 837--846 . Fadel Adib, Hongzi Mao, Zachary Kabelac, Dina Katabi, and Robert C. Miller. 2015. Smart Homes that Monitor Breathing and Heart Rate. In Proc. of the 33rd ACM CHI. 837--846."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1001\/archpedi.1966.02090070078010"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1513\/AnnalsATS.201308-251OC"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2017.1285773"},{"key":"e_1_3_2_1_7_1","volume-title":"Neural Networks: Tricks of the Trade","author":"Bottou L\u00e9on","unstructured":"L\u00e9on Bottou . 2012. Stochastic Gradient Descent Tricks . In Neural Networks: Tricks of the Trade . Springer , 421--436. L\u00e9on Bottou. 2012. Stochastic Gradient Descent Tricks. In Neural Networks: Tricks of the Trade. Springer, 421--436."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1186\/cc11146"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447993.3483251"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447993.3483267"},{"key":"e_1_3_2_1_11_1","volume-title":"Respiration Rate and","author":"Chu Michael","year":"2019","unstructured":"Michael Chu , Thao Nguyen , Vaibhav Pandey , Yongxiao Zhou , Hoang N. Pham , Ronen Bar-Yoseph , Shlomit Radom-Aizik , Ramesh Jain , Dan M. Cooper , and Michelle Khine . 2019. Respiration Rate and Volume Measurements Using Wearable Strain Sensors. NPJ digital medicine 2 , 1 ( 2019 ), 1--9. Michael Chu, Thao Nguyen, Vaibhav Pandey, Yongxiao Zhou, Hoang N. Pham, Ronen Bar-Yoseph, Shlomit Radom-Aizik, Ramesh Jain, Dan M. Cooper, and Michelle Khine. 2019. Respiration Rate and Volume Measurements Using Wearable Strain Sensors. NPJ digital medicine 2, 1 (2019), 1--9."},{"key":"e_1_3_2_1_12_1","volume-title":"Upper and Lower Respiratory Disease","author":"Corren Jonathan","unstructured":"Jonathan Corren , Alkis Togias , and Jean Bousquet . 2003. Upper and Lower Respiratory Disease . CRC Press . Jonathan Corren, Alkis Togias, and Jean Bousquet. 2003. Upper and Lower Respiratory Disease. CRC Press."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3384419.3430735"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2906388.2906411"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.27230"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0272-5231(21)00402-0"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.1.6077.1645"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02348078"},{"key":"e_1_3_2_1_19_1","volume-title":"Relaxation to Reduce Dyspnea and Anxiety in COPD Patients. Nursing Research","author":"Gift Audrey G.","year":"1992","unstructured":"Audrey G. Gift , Trellis Moore , and Karen Soeken . 1992. Relaxation to Reduce Dyspnea and Anxiety in COPD Patients. Nursing Research ( 1992 ). Audrey G. Gift, Trellis Moore, and Karen Soeken. 1992. Relaxation to Reduce Dyspnea and Anxiety in COPD Patients. Nursing Research (1992)."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1307\/mmj\/1029003026"},{"key":"e_1_3_2_1_21_1","volume-title":"Proc. of the 14th AISTATS. 315--323","author":"Glorot Xavier","year":"2011","unstructured":"Xavier Glorot , Antoine Bordes , and Yoshua Bengio . 2011 . Deep Sparse Rectifier Neural Networks . In Proc. of the 14th AISTATS. 315--323 . Xavier Glorot, Antoine Bordes, and Yoshua Bengio. 2011. Deep Sparse Rectifier Neural Networks. In Proc. of the 14th AISTATS. 315--323."},{"key":"e_1_3_2_1_22_1","volume-title":"Proc. of The 27th NIPS. 1--9.","author":"Goodfellow Ian J.","year":"2014","unstructured":"Ian J. Goodfellow , Jean Pouget-Abadie , Mehdi Mirza , Bing Xu , David Warde-Farley , Sherjil Ozair , Aaron Courville , and Yoshua Bengio . 2014 . Generative Adversarial Networks . In Proc. of The 27th NIPS. 1--9. Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. 2014. Generative Adversarial Networks. In Proc. of The 27th NIPS. 1--9."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.3390\/s150306383"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1002\/anie.201511805"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3130922"},{"key":"e_1_3_2_1_26_1","first-page":"571","article-title":"Abnormal Inspiratory Flow-Volume Curves in Patients with Sleep-Disordered Breathing","volume":"124","author":"Haponik Edward F.","year":"1981","unstructured":"Edward F. Haponik , Eugene R. Bleecker , Richard P. Allen , Philip L. Smith , and Joseph Kaplan . 1981 . Abnormal Inspiratory Flow-Volume Curves in Patients with Sleep-Disordered Breathing . American Review of Respiratory Disease 124 , 5 (1981), 571 -- 574 . Edward F. Haponik, Eugene R. Bleecker, Richard P. Allen, Philip L. Smith, and Joseph Kaplan. 1981. Abnormal Inspiratory Flow-Volume Curves in Patients with Sleep-Disordered Breathing. American Review of Respiratory Disease 124, 5 (1981), 571--574.","journal-title":"American Review of Respiratory Disease"},{"key":"e_1_3_2_1_27_1","unstructured":"Irina Higgins Loic Matthey Arka Pal Christopher Burgess Xavier Glorot Matthew Botvinick Shakir Mohamed and Alexander Lerchner. 2016. beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework. (2016).  Irina Higgins Loic Matthey Arka Pal Christopher Burgess Xavier Glorot Matthew Botvinick Shakir Mohamed and Alexander Lerchner. 2016. beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework. (2016)."},{"key":"e_1_3_2_1_28_1","article-title":"Stochastic Variational Inference","volume":"14","author":"Hoffman Matthew D.","year":"2013","unstructured":"Matthew D. Hoffman , David M. Blei , Chong Wang , and John Paisley . 2013 . Stochastic Variational Inference . Journal of Machine Learning Research 14 , 5 (2013). Matthew D. Hoffman, David M. Blei, Chong Wang, and John Paisley. 2013. Stochastic Variational Inference. Journal of Machine Learning Research 14, 5 (2013).","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_29_1","volume-title":"McDonald","author":"Holland Anne E.","year":"2012","unstructured":"Anne E. Holland , Catherine J. Hill , Alice Y. Jones , and Christine F . McDonald . 2012 . Breathing Exercises for Chronic Obstructive Pulmonary Disease. Cochrane Database of Systematic Reviews 10 (2012). Anne E. Holland, Catherine J. Hill, Alice Y. Jones, and Christine F. McDonald. 2012. Breathing Exercises for Chronic Obstructive Pulmonary Disease. Cochrane Database of Systematic Reviews 10 (2012)."},{"key":"e_1_3_2_1_30_1","unstructured":"Pavel Holoborodko. 2008. Smooth Noise Robust Differentiators. http:\/\/www.holoborodko.com\/pavel\/numerical-methods\/numerical-derivative\/smooth-low-noise-differentiators\/.  Pavel Holoborodko. 2008. Smooth Noise Robust Differentiators. http:\/\/www.holoborodko.com\/pavel\/numerical-methods\/numerical-derivative\/smooth-low-noise-differentiators\/."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(98)00140-3"},{"key":"e_1_3_2_1_32_1","unstructured":"IEFT. 2017. Precision Time Protocol Version 2 (PTPv2). Accessed: 2021-04-30.  IEFT. 2017. Precision Time Protocol Version 2 (PTPv2). Accessed: 2021-04-30."},{"key":"e_1_3_2_1_33_1","volume-title":"Proc. of ICML. PMLR, 448--456","author":"Ioffe Sergey","year":"2015","unstructured":"Sergey Ioffe and Christian Szegedy . 2015 . Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift . In Proc. of ICML. PMLR, 448--456 . Sergey Ioffe and Christian Szegedy. 2015. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift. In Proc. of ICML. PMLR, 448--456."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3131672.3131679"},{"key":"e_1_3_2_1_35_1","volume-title":"Proc. of the 4th Int. Symp. on Independent Component Analysis and Blind Signal Separation (ICA2003)","author":"Jutten Christian","year":"2003","unstructured":"Christian Jutten and Juha Karhunen . 2003 . Advances in Nonlinear Blind Source Separation . In Proc. of the 4th Int. Symp. on Independent Component Analysis and Blind Signal Separation (ICA2003) . 245--256. Christian Jutten and Juha Karhunen. 2003. Advances in Nonlinear Blind Source Separation. In Proc. of the 4th Int. Symp. on Independent Component Analysis and Blind Signal Separation (ICA2003). 245--256."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPSN.2014.6846741"},{"key":"e_1_3_2_1_37_1","volume-title":"Proc. of the 20th AISTATS. PMLR, 2207--2217","author":"Khemakhem Ilyes","year":"2020","unstructured":"Ilyes Khemakhem , Diederik Kingma , Ricardo Monti , and Aapo Hyvarinen . 2020 . Variational Autoencoders and Nonlinear ICA: A Unifying Framework . In Proc. of the 20th AISTATS. PMLR, 2207--2217 . Ilyes Khemakhem, Diederik Kingma, Ricardo Monti, and Aapo Hyvarinen. 2020. Variational Autoencoders and Nonlinear ICA: A Unifying Framework. In Proc. of the 20th AISTATS. PMLR, 2207--2217."},{"key":"e_1_3_2_1_38_1","volume-title":"Kingma and Max Welling","author":"Diederik","year":"2013","unstructured":"Diederik P. Kingma and Max Welling . 2013 . Auto-Encoding Variational Bayes. In Proc. of ICLR. 1--14. Diederik P. Kingma and Max Welling. 2013. Auto-Encoding Variational Bayes. In Proc. of ICLR. 1--14."},{"key":"e_1_3_2_1_39_1","volume-title":"Rohde","author":"Kolouri Soheil","year":"2018","unstructured":"Soheil Kolouri , Phillip E. Pope , Charles E. Martin , and Gustavo K . Rohde . 2018 . Sliced Wasserstein Auto-Encoders. In Proc. of ICLR. 1--19. Soheil Kolouri, Phillip E. Pope, Charles E. Martin, and Gustavo K. Rohde. 2018. Sliced Wasserstein Auto-Encoders. In Proc. of ICLR. 1--19."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729694"},{"key":"e_1_3_2_1_41_1","volume-title":"On Weight Initialization in Deep Neural Networks. arXiv preprint arXiv:1704.08863","author":"Kumar Siddharth Krishna","year":"2017","unstructured":"Siddharth Krishna Kumar . 2017. On Weight Initialization in Deep Neural Networks. arXiv preprint arXiv:1704.08863 ( 2017 ). Siddharth Krishna Kumar. 2017. On Weight Initialization in Deep Neural Networks. arXiv preprint arXiv:1704.08863 (2017)."},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1161\/01.CIR.99.11.1435"},{"key":"e_1_3_2_1_43_1","volume-title":"Shape, Contour and Grouping in Computer Vision","author":"LeCun Yann","unstructured":"Yann LeCun , Patrick Haffner , L\u00e9on Bottou , and Yoshua Bengio . 1999. Object Recognition with Gradient-Based Learning . In Shape, Contour and Grouping in Computer Vision . Springer , 319--345. Yann LeCun, Patrick Haffner, L\u00e9on Bottou, and Yoshua Bengio. 1999. Object Recognition with Gradient-Based Learning. In Shape, Contour and Grouping in Computer Vision. Springer, 319--345."},{"key":"e_1_3_2_1_44_1","volume-title":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, 4070--4073","author":"Lee Alexander","year":"2017","unstructured":"Alexander Lee , Xiaomeng Gao , Jia Xu , and Olga Boric-Lubecke . 2017 . Effects of Respiration Depth on Human Body Radar Cross Section Using 2.4 GHz Continuous Wave Radar . In 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, 4070--4073 . Alexander Lee, Xiaomeng Gao, Jia Xu, and Olga Boric-Lubecke. 2017. Effects of Respiration Depth on Human Body Radar Cross Section Using 2.4 GHz Continuous Wave Radar. In 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, 4070--4073."},{"key":"e_1_3_2_1_45_1","volume-title":"Radar Principles","author":"Levanon Nadav","unstructured":"Nadav Levanon . 1988. Radar Principles . Wiley . Nadav Levanon. 1988. Radar Principles. Wiley."},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMTT.2008.2007139"},{"key":"e_1_3_2_1_47_1","volume-title":"Single-Channel Speech Separation. In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 696--700","author":"Luo Yi","year":"2018","unstructured":"Yi Luo and Nima Mesgarani . 2018 . TasNet: Time-Domain Audio Separation Network for Real-Time , Single-Channel Speech Separation. In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 696--700 . Yi Luo and Nima Mesgarani. 2018. TasNet: Time-Domain Audio Separation Network for Real-Time, Single-Channel Speech Separation. In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 696--700."},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMTT.2018.2852625"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJM199512073332307"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1378\/chest.88.2.244"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2017.8168117"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2010.2044239"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2014.2327991"},{"key":"e_1_3_2_1_54_1","volume-title":"Random Body Movement Mitigation for FMCW-radar-based Vital-Sign Monitoring. In IEEE Topical Conference on Biomedical Wireless Technologies, Networks, and Sensing Systems. 22--24","author":"Mu\u00f1oz-Ferreras Jos\u00e9-Mar\u00eda","year":"2016","unstructured":"Jos\u00e9-Mar\u00eda Mu\u00f1oz-Ferreras , Zhengyu Peng , Roberto G\u00f3mez-Garc\u00eda , and Changzhi Li . 2016 . Random Body Movement Mitigation for FMCW-radar-based Vital-Sign Monitoring. In IEEE Topical Conference on Biomedical Wireless Technologies, Networks, and Sensing Systems. 22--24 . Jos\u00e9-Mar\u00eda Mu\u00f1oz-Ferreras, Zhengyu Peng, Roberto G\u00f3mez-Garc\u00eda, and Changzhi Li. 2016. Random Body Movement Mitigation for FMCW-radar-based Vital-Sign Monitoring. In IEEE Topical Conference on Biomedical Wireless Technologies, Networks, and Sensing Systems. 22--24."},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1097\/00008483-200607000-00007"},{"key":"e_1_3_2_1_56_1","unstructured":"NeuLog. 2017. Respiration Monitor Belt Logger Sensor NUL-236. https:\/\/neulog.com\/respiration-monitor-belt\/. Accessed: 2021-04-28.  NeuLog. 2017. Respiration Monitor Belt Logger Sensor NUL-236. https:\/\/neulog.com\/respiration-monitor-belt\/. Accessed: 2021-04-28."},{"key":"e_1_3_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2016.7524402"},{"key":"e_1_3_2_1_58_1","unstructured":"Novelda AS. 2017. The World Leader in Ultra Wideband (UWB) Sensing. https:\/\/novelda.com\/technology\/. Accessed: 2021-04-22.  Novelda AS. 2017. The World Leader in Ultra Wideband (UWB) Sensing. https:\/\/novelda.com\/technology\/. Accessed: 2021-04-22."},{"key":"e_1_3_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1016\/0024-3795(82)90112-4"},{"key":"e_1_3_2_1_60_1","unstructured":"World Health Organization. 2020. The Top 10 Causes of Death. https:\/\/www.who.int\/news-room\/fact-sheets\/detail\/the-top-10-causes-of-death. Accessed: 2021-04-14.  World Health Organization. 2020. The Top 10 Causes of Death. https:\/\/www.who.int\/news-room\/fact-sheets\/detail\/the-top-10-causes-of-death. Accessed: 2021-04-14."},{"key":"e_1_3_2_1_61_1","unstructured":"Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga etal 2019. PyTorch: An Imperative Style High-Performance Deep Learning Library. arXiv preprint arXiv:1912.01703 (2019).  Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga et al. 2019. PyTorch: An Imperative Style High-Performance Deep Learning Library. arXiv preprint arXiv:1912.01703 (2019)."},{"key":"e_1_3_2_1_62_1","first-page":"1378","article-title":"Estimation of Ventilatory Reserve by Stair Climbing","volume":"104","author":"Pollock Mark","year":"1993","unstructured":"Mark Pollock , Jairo Roa , Joshua Benditt , and Bartolome Celli . 1993 . Estimation of Ventilatory Reserve by Stair Climbing : A Study in Patients with Chronic Airflow Obstruction. Chest 104 , 5 (1993), 1378 -- 1383 . Mark Pollock, Jairo Roa, Joshua Benditt, and Bartolome Celli. 1993. Estimation of Ventilatory Reserve by Stair Climbing: A Study in Patients with Chronic Airflow Obstruction. Chest 104, 5 (1993), 1378--1383.","journal-title":"A Study in Patients with Chronic Airflow Obstruction. Chest"},{"key":"e_1_3_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178454"},{"key":"e_1_3_2_1_64_1","volume-title":"Latash","author":"Rasouli Omid","year":"2017","unstructured":"Omid Rasouli , Stanis\u0142aw Solnik , Mariusz P. Furmanek , Daniele Piscitelli , Ali Falaki , and Mark L . Latash . 2017 . Unintentional Drifts During Quiet Stance and Voluntary Body Sway. Experimental brain research 235, 7 (2017), 2301--2316. Omid Rasouli, Stanis\u0142aw Solnik, Mariusz P. Furmanek, Daniele Piscitelli, Ali Falaki, and Mark L. Latash. 2017. Unintentional Drifts During Quiet Stance and Voluntary Body Sway. Experimental brain research 235, 7 (2017), 2301--2316."},{"key":"e_1_3_2_1_65_1","unstructured":"Raspberry Pi Foundation. 2021. Teach Learn and Make with Raspberry Pi -Raspberry Pi. https:\/\/https:\/\/www.raspberrypi.org\/. Accessed: 2021-04-28.  Raspberry Pi Foundation. 2021. Teach Learn and Make with Raspberry Pi -Raspberry Pi. https:\/\/https:\/\/www.raspberrypi.org\/. Accessed: 2021-04-28."},{"key":"e_1_3_2_1_66_1","volume-title":"Proc. of the 13rd IEEE PerCom. 131--139","author":"Ravichandran Ruth","unstructured":"Ruth Ravichandran , Elliot Saba , Ke-Yu Chen , Mayank Goel , Sidhant Gupta , and Shwetak N. Patel . 2015. WiBreathe: Estimating Respiration Rate Using Wireless Signals in Natural Settings in the Home . In Proc. of the 13rd IEEE PerCom. 131--139 . Ruth Ravichandran, Elliot Saba, Ke-Yu Chen, Mayank Goel, Sidhant Gupta, and Shwetak N. Patel. 2015. WiBreathe: Estimating Respiration Rate Using Wireless Signals in Natural Settings in the Home. In Proc. of the 13rd IEEE PerCom. 131--139."},{"key":"e_1_3_2_1_67_1","volume-title":"Proc. of ICML. 1278--1286","author":"Rezende Danilo Jimenez","year":"2014","unstructured":"Danilo Jimenez Rezende , Shakir Mohamed , and Daan Wierstra . 2014 . Stochastic Backpropagation and Approximate Inference in Deep Generative Models . In Proc. of ICML. 1278--1286 . Danilo Jimenez Rezende, Shakir Mohamed, and Daan Wierstra. 2014. Stochastic Backpropagation and Approximate Inference in Deep Generative Models. In Proc. of ICML. 1278--1286."},{"key":"e_1_3_2_1_68_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01216-8_14"},{"key":"e_1_3_2_1_69_1","doi-asserted-by":"publisher","DOI":"10.1145\/3372224.3419209"},{"key":"e_1_3_2_1_70_1","doi-asserted-by":"publisher","DOI":"10.1016\/S2213-2600(20)30105-3"},{"key":"e_1_3_2_1_71_1","volume-title":"Soroush Mehri, Negar Rostamzadeh, Yoshua Bengio, and Christopher J. Pal.","author":"Trabelsi Chiheb","year":"2018","unstructured":"Chiheb Trabelsi , Olexa Bilaniuk , Ying Zhang , Dmitriy Serdyuk , Sandeep Subramanian , Joao Felipe Santos , Soroush Mehri, Negar Rostamzadeh, Yoshua Bengio, and Christopher J. Pal. 2018 . Deep Complex Networks. In Proc. of ICLR. 1--19. Chiheb Trabelsi, Olexa Bilaniuk, Ying Zhang, Dmitriy Serdyuk, Sandeep Subramanian, Joao Felipe Santos, Soroush Mehri, Negar Rostamzadeh, Yoshua Bengio, and Christopher J. Pal. 2018. Deep Complex Networks. In Proc. of ICLR. 1--19."},{"key":"e_1_3_2_1_72_1","volume-title":"Proc. of ICML. PMLR, 4965--4974","author":"Trinh Trieu","year":"2018","unstructured":"Trieu Trinh , Andrew Dai , Thang Luong , and Quoc Le . 2018 . Learning Longer-Term Dependencies in RNNs with Auxiliary Losses . In Proc. of ICML. PMLR, 4965--4974 . Trieu Trinh, Andrew Dai, Thang Luong, and Quoc Le. 2018. Learning Longer-Term Dependencies in RNNs with Auxiliary Losses. In Proc. of ICML. PMLR, 4965--4974."},{"key":"e_1_3_2_1_73_1","volume-title":"Rowe","author":"Tsuyuki Ross T.","year":"2020","unstructured":"Ross T. Tsuyuki , William Midodzi , Cristina Villa-Roel , Darcy Marciniuk , Irvin Mayers , Dilini Vethanayagam , Michael Chan , and Brian H . Rowe . 2020 . Diagnostic Practices for Patients with Shortness of Breath and Presumed Obstructive Airway Disorders: A Cross-Sectional Analysis. CMAJ open 8, 3 (2020), E605. Ross T. Tsuyuki, William Midodzi, Cristina Villa-Roel, Darcy Marciniuk, Irvin Mayers, Dilini Vethanayagam, Michael Chan, and Brian H. Rowe. 2020. Diagnostic Practices for Patients with Shortness of Breath and Presumed Obstructive Airway Disorders: A Cross-Sectional Analysis. CMAJ open 8, 3 (2020), E605."},{"key":"e_1_3_2_1_74_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMTT.2016.2560159"},{"key":"e_1_3_2_1_75_1","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.7.004941"},{"key":"e_1_3_2_1_76_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(16)31678-6"},{"key":"e_1_3_2_1_77_1","doi-asserted-by":"crossref","unstructured":"Anran\n      Wang Jacob E.\n      Sunshine and \n      Shyamnath\n      Gollakota\n    . 2019.\n  Contactless Infant Monitoring Using White Noise\n  . In \n  Proc. of The 25th ACM MobiCom.\n  52\n  :\n  1\n  -\n  16\n  .  Anran Wang Jacob E. Sunshine and Shyamnath Gollakota. 2019. Contactless Infant Monitoring Using White Noise. In Proc. of The 25th ACM MobiCom. 52:1-16.","DOI":"10.1145\/3300061.3345453"},{"key":"e_1_3_2_1_78_1","doi-asserted-by":"crossref","unstructured":"Tianben\n      Wang Daqing\n      Zhang Yuanqing\n      Zheng Tao\n      Gu Xingshe\n      Zhou and \n      Bernadette\n      Dorizzi\n    . 2018.\n  C-FMCW based Contactless Respiration Detection using Acoustic Signal\n  . In \n  Proc. of the 20th ACM UbiComp.\n  170\n  :\n  1\n  -\n  20\n  .  Tianben Wang Daqing Zhang Yuanqing Zheng Tao Gu Xingshe Zhou and Bernadette Dorizzi. 2018. C-FMCW based Contactless Respiration Detection using Acoustic Signal. In Proc. of the 20th ACM UbiComp. 170:1-20.","DOI":"10.1145\/3161188"},{"key":"e_1_3_2_1_79_1","doi-asserted-by":"publisher","DOI":"10.1513\/pats.200510-116JH"},{"key":"e_1_3_2_1_80_1","volume-title":"Chronic Respiratory Illness","author":"Williams Simon Johnson","unstructured":"Simon Johnson Williams . 1993. Chronic Respiratory Illness . Psychology Press . Simon Johnson Williams. 1993. Chronic Respiratory Illness. Psychology Press."},{"key":"e_1_3_2_1_81_1","volume-title":"Guangxi Wanyun and Guangzhou AIWiSe Technology Co","author":"Se.","unstructured":"WiRUSH\/AIWi Se. 2019. Guangxi Wanyun and Guangzhou AIWiSe Technology Co ., Ltd . https:\/\/www.wirush.ai and https:\/\/aiwise.wirush.ai. WiRUSH\/AIWiSe. 2019. Guangxi Wanyun and Guangzhou AIWiSe Technology Co., Ltd. https:\/\/www.wirush.ai and https:\/\/aiwise.wirush.ai."},{"key":"e_1_3_2_1_82_1","doi-asserted-by":"publisher","DOI":"10.1142\/S1793536909000047"},{"key":"e_1_3_2_1_83_1","doi-asserted-by":"publisher","DOI":"10.1145\/3307334.3326074"},{"key":"e_1_3_2_1_84_1","doi-asserted-by":"publisher","DOI":"10.1145\/3089249"},{"key":"e_1_3_2_1_85_1","doi-asserted-by":"crossref","unstructured":"Shichao\n      Yue Hao\n      He Hao\n      Wang Hariharan\n      Rahul and \n      Dina\n      Katabi\n    . 2018.\n  Extracting Multi-Person Respiration from Entangled RF Signals\n  . In \n  Proc. of the 20th ACM UbiComp.\n  86\n  :\n  1\n  -\n  22\n  .  Shichao Yue Hao He Hao Wang Hariharan Rahul and Dina Katabi. 2018. Extracting Multi-Person Respiration from Entangled RF Signals. In Proc. of the 20th ACM UbiComp. 86:1-22.","DOI":"10.1145\/3214289"},{"key":"e_1_3_2_1_86_1","volume-title":"Deconvolutional Networks. In Proc. of the 23rd IEEE CVPR. IEEE, 2528--2535","author":"Zeiler Matthew D.","year":"2010","unstructured":"Matthew D. Zeiler , Dilip Krishnan , Graham W. Taylor , and Rob Fergus . 2010 . Deconvolutional Networks. In Proc. of the 23rd IEEE CVPR. IEEE, 2528--2535 . Matthew D. Zeiler, Dilip Krishnan, Graham W. Taylor, and Rob Fergus. 2010. Deconvolutional Networks. In Proc. of the 23rd IEEE CVPR. IEEE, 2528--2535."},{"key":"e_1_3_2_1_87_1","doi-asserted-by":"publisher","DOI":"10.1145\/3351279"},{"key":"e_1_3_2_1_88_1","doi-asserted-by":"publisher","DOI":"10.1145\/2668332.2668345"},{"key":"e_1_3_2_1_89_1","volume-title":"Kanhere","author":"Zhang Jin","year":"2017","unstructured":"Jin Zhang , Weitao Xu , Wen Hu , and Salil S . Kanhere . 2017 . WiCare: Towards in-Situ Breath Monitoring. In Proc. of the 14th EAI MobiQuitous . 126--135. Jin Zhang, Weitao Xu, Wen Hu, and Salil S. Kanhere. 2017. WiCare: Towards in-Situ Breath Monitoring. In Proc. of the 14th EAI MobiQuitous. 126--135."},{"key":"e_1_3_2_1_90_1","doi-asserted-by":"crossref","unstructured":"Tianyue\n      Zheng Zhe\n      Chen Chao\n      Cai Jun\n      Luo and \n      Xu\n      Zhang\n    . 2020.\n  V2iFi: in-Vehicle Vital Sign Monitoring via Compact RF Sensing\n  . In \n  Proc. of the 22th ACM UbiComp.\n  70\n  :\n  1\n  -\n  27\n  .  Tianyue Zheng Zhe Chen Chao Cai Jun Luo and Xu Zhang. 2020. V2iFi: in-Vehicle Vital Sign Monitoring via Compact RF Sensing. In Proc. of the 22th ACM UbiComp. 70:1-27.","DOI":"10.1145\/3397321"},{"key":"e_1_3_2_1_91_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2000288"},{"key":"e_1_3_2_1_92_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447993.3483258"}],"event":{"name":"SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems","location":"Coimbra Portugal","acronym":"SenSys '21","sponsor":["SIGMETRICS ACM Special Interest Group on Measurement and Evaluation","SIGCOMM ACM Special Interest Group on Data Communication","SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing","SIGOPS ACM Special Interest Group on Operating Systems","SIGBED ACM Special Interest Group on Embedded Systems","SIGARCH ACM Special Interest Group on Computer Architecture"]},"container-title":["Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3485730.3485932","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3485730.3485932","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:12:10Z","timestamp":1750191130000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3485730.3485932"}},"subtitle":["Motion-robust and Fine-grained Respiration Monitoring via Deep-Learning UWB Radar"],"short-title":[],"issued":{"date-parts":[[2021,11,15]]},"references-count":92,"alternative-id":["10.1145\/3485730.3485932","10.1145\/3485730"],"URL":"https:\/\/doi.org\/10.1145\/3485730.3485932","relation":{},"subject":[],"published":{"date-parts":[[2021,11,15]]},"assertion":[{"value":"2021-11-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}