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Publications

Books

  1. Contactless Vital Signs Monitoring, Wenjin Wang and Xuyu Wang (editors), Amsterdam, Netherlands: Elsevier, Nov. 2021. [Book Link]. This is the first book to systematically introduce different contactless and wireless sensing technologies (e.g. camera, radar, Wi-Fi, acoustics, RFID, etc.) for vital signs monitoring and healthcare applications!

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Book Chapters

  1. Xuyu Wang, and Dangdang Shao, “Human Physiology and Contactless Vital Sign Monitoring Using Camera and Wireless Signals,” Chapter X in Contactless Vital Signs Monitoring, Wenjin Wang and Xuyu Wang (editors), Amsterdam, Netherlands: Elsevier, Nov. 2021.

  2. Xuyu Wang, and Shiwen Mao, “Acoustic-based Vital Sign Monitoring,” Chapter X in Contactless Vital Signs Monitoring, Wenjin Wang and Xuyu Wang (editors), Amsterdam, Netherlands: Elsevier, Nov. 2021.

  3. Chao Yang, Xuyu Wang, and Shiwen Mao, “RFID based unsupervised apnea detection,” Chapter X in Intelligent IoT Systems in Personalized Health Care, A.K. Sangaiah and S.C. Mukhopadhyay (editors), Amsterdam, Netherlands: Elsevier, 2020.

  4. Xuyu Wang and Shiwen Mao, “Deep learning for indoor localization based on bi-modal CSI data,” Chapter 10 in Application of Machine Learning in Wireless Communications, pp.343-369, R. He and Z. Ding (editors). London, UK: The Institution of Engineering and Technology (IET), 2019.

  5. Xuyu Wang, Chao Yang, and Shiwen Mao, “Sleeping monitoring using WiFI signal,” Chapter XXX in Encyclopedia of Wireless Networks, pp.XXX-XXX, S. Shen, X. Lin and K. Zhang (editors). Cham, Switzerland: Springer, 2019.

Journal & Magazine Publications

  1. Chao Yang, Xuyu Wang, Shiwen Mao, “TARF: Technology-agnostic RF sensing for human activity recognition,” IEEE Journal of Biomedical and Health Informatics, Special Issue on Cognitive Cyber-Physical Systems with AI based Solutions in Medical Informatics, to appear.

  2. Chao Yang, Shiwen Mao, Xuyu Wang, “An overview of 3GPP positioning standards,” ACM GetMobile, vol.26, no.1, pp.9-13, Mar. 2022.

  3. Xiangyu Wang*, Xuyu Wang*, Shiwen Mao, Jian Zhang, Senthilkumar CG Periaswamy, and Justin Patton, “Adversarial deep learning for indoor localization,” IEEE Internet of Things Journal, to appear. (*means co-first authors)

  4. Chao Yang, Xuyu Wang, and Shiwen Mao, “RFID tag localization with a sparse tag array,” IEEE Internet of Things Journal, Special Issue on Knowledge and Service Oriented Industrial Internet of Things: Architectures, Challenges and Methodologies, to appear.

  5. Chao Yang, Lingxiao Wang, Xuyu Wang, and Shiwen Mao, “Environment adaptive RFID based 3D human pose tracking with a meta-learning approach,” IEEE Journal of Radio Frequency Identification, Special Issue on Wireless Motion Capture and Fine-Scale Localization, to appear.

  6. Chao Yang, Xuyu Wang, and Shiwen Mao, “RFID based 3D human pose tracking: A subject generalization approach,” Elsevier/KeAi Digital Communications and Networks, Special Issue on Edge computation and intelligence, to appear.

  7. Pengming Hu, Weidong Yang, Xuyu Wang, Shiwen Mao, “Contract-free wheat mildew detection using commodity WiFi,” Elsevier/KeAi International Journal of Cognitive Computing in Engineering, vol.3, no.1, pp.9-23, June 2022.

  8. Weidong Yang, Erbo Shen, Xuyu Wang, Shiwen Mao, Yuehong Gong, and Pengming Hu, “Wi-Wheat+: Contact-free wheat moisture sensing with commodity WiFi based on entropy,” Elsevier/KeAi Digital Communications and Networks, Special Issue on Edge computation and intelligence, to appear.

  9. Shanshan Duan, Weidong Yang, Xuyu Wang, Shiwen Mao, and Yuan Zhang, “Temperature forecasting for stored grain: A deep spatio-temporal attention approach,” IEEE Internet of Things Journal, vol.8, no.23, pp.17147-17160, Dec. 2021.

  10. Xuyu Wang, Runze Huang, Chao Yang, and Shiwen Mao, “Smartphone sonar based contact-free respiration rate monitoring,” ACM Transactions on Computing for Healthcare, vol.2, no.2, Article 15, Mar. 2021.

  11. Chao Yang, Xuyu Wang, and Shiwen Mao, “RFID-Pose: Vision-aided 3D human pose estimation with RFID,” IEEE Transactions on Reliability, vol.70, no.3, pp.1218-1231, Sept. 2021.

  12. Xiangyu Wang, Xuyu Wang, and Shiwen Mao, “Indoor fingerprinting with bimodal CSI tensors: A deep residual sharing learning approach,” IEEE Internet of Things Journal, vol.8, no.6, pp.4498-4513, Mar. 2021.

  13. Xiangyu Wang, Xuyu Wang, Shiwen Mao, Jian Zhang, Senthilkumar CG Periaswamy, and Justin Patton, “Indoor radio map construction and localization with deep Gaussian Processes,” IEEE Internet of Things Journal, vol.7, no.11, pp. 11238-11249, Nov. 2020.

  14. Chao Yang, Xuyu Wang, and Shiwen Mao, “Unsupervised drowsy driving detection with RFID,” IEEE Transactions on Vehicular Technology, vol.69, no.8, pp. 8151-8163, Aug. 2020.

  15. Xuyu Wang, Chao Yang, and Shiwen Mao, “Resilient respiration rate monitoring with realtime bimodal CSI data,” IEEE Sensors Journal, vol.20, no.17, pp.10187-10198, Sept. 2020.

  16. Chao Yang, Xuyu Wang, and Shiwen Mao, “Respiration monitoring with RFID in driving environments,” IEEE Journal on Selected Areas in Communications, Special Issue on Internet of Things for In-Home Health Monitoring, vol.39, no.2, pp.500-512, Feb. 2021.

  17. Xuyu Wang, Chao Yang, and Shiwen Mao, “On CSI-based vital sign monitoring using commodity WiFi,” ACM Transactions on Computing for Healthcare, vol.1, no.3, pp.12:1-12:27, Apr. 2020.

  18. Shanshan Duan, Weidong Yang, Xuyu Wang, Shiwen Mao, and Yuan Zhang, “Forecasting of grain pile temperature from meteorological factors using machine learning,” IEEE Access Journal, Special Section on New Technologies for Smart Farming 4.0: Research Challenges and Opportunities, vol.7, no.1, pp.130721-130733, Dec. 2019.

  19. Jian Zhang, Xiangyu Wang, Zhitao Yu, Yibo Lyu, Shiwen Mao, Senthilkumar CG Periaswamy, Justin Patton, and Xuyu Wang, “Robust RFID based 6-DoF localization for unmanned aerial vehicles,” IEEE Access Journal, Special Section on Network Resource Management in Flying Ad Hoc Net-works: Challenges, Potentials, Future Applications, and Wayforward, vol.7, no.1, pp. 77348-77361, June 2019.

  20. Xuyu Wang, Zhitao Yu, and Shiwen Mao, “Indoor localization using magnetic and light sensors with smartphones: A deep LSTM approach,” Springer Mobile Networks and Applications (MONET) Journal, Special Issue on Towards Future Ad Hoc Networks: Technologies and Applications, vol.25, no.2, pp.819-832, Apr. 2020.

  21. Chao Yang, Xuyu Wang, and Shiwen Mao, “Unsupervised detection of apnea using commodity RFID tags with a recurrent variational autoencoder,” IEEE Access Journal, Special Section on Advanced Information Sensing and Learning Technologies for Data-centric Smart Health Applications, vol.7, no.1, pp.67526-67538, June 2019.

  22. Jian Zhang, Zhitao Yu, Xiangyu Wang, Yibo Lyu, Shiwen Mao, Senthilkumar CG Periaswamy, Justin Patton, and Xuyu Wang, “RFHUI: An RFID based human-unmanned aerial vehicle interaction system in an indoor environment,” Elsevier Digital Communications and Networks Journal, vol.6, no.1, pp.14-22, Feb. 2020. DOI: 10.1016/j.dcan.2019.05.001. (included in DCN's High-influence Article Collection, Nov. 2020)

  23. Xuyu Wang, Xiangyu Wang, and Shiwen Mao, “Deep convolutional neural networks for indoor localization with CSI images,” IEEE Transactions on Network Science and Engineering, Special Issue on Network Science for Internet of Things (IoT), vol.7, no.1, pp.316-327, Jan./Mar. 2020. DOI: 10.1109/TNSE.2018.2871165. (No. 2/3/4 in Popular Documents: Oct. 2018 ~ June 2020) ((Web of Science ESI Highly Cited Paper)

  24. Xuyu Wang, Xiangyu Wang, and Shiwen Mao, “RF sensing for Internet of Things: A general deep learning framework,” IEEE Communications, Feature Topic on Exploring Caching, Communications, Computing and Security for the Emerging Smart Internet of Things, vol.56, no.9, pp.62-67, Sept. 2018.

  25. Xuyu Wang, Shiwen Mao, and Michelle X. Gong, “An overview of 3GPP cellular vehicle-to-everything standards,” ACM GetMobile: Mobile Computing and Communications Review, vol.21, no.3, pp.19-25, Sept. 2017. DOI: 10.1145/3161587.3161593. (Sample Articles of ACM Getmobile)

  26. Xuyu Wang, Lingjun Gao, and Shiwen Mao, “BiLoc: Bi-modality deep learning for indoor localization with 5GHz commodity Wi-Fi,” IEEE Access Journal, Special Section on Cooperative and Intelligent Sensing, vol.5, no.1, pp.4209-4220, Mar. 2017.

  27. Xuyu Wang, Chao Yang, and Shiwen Mao, “TensorBeat: Tensor decomposition for monitoring multi-person breathing beats with commodity WiFi,” ACM Transactions on Intelligent Systems and Technology, Special Issue on Data-driven Intelligence for Wireless Networking, vol.9, no.1, Article 8, pp.8:1-8:27, Sept. 2017.

  28. Xuyu Wang, Shiwen Mao, and Michelle X. Gong, “A survey of LTE Wi-Fi coexistence in unlicensed bands,” ACM GetMobile: Mobile Computing and Communications Review, vol.20, no.3, pp.17-23, July 2016.

  29. Xuyu Wang, Lingjun Gao, and Shiwen Mao, “CSI phase fingerprinting for indoor localization with a deep learning approach,” IEEE Internet of Things Journal, vol.3, no.6, pp.1113-1123, Dec. 2016. DOI: 10.1109/JIOT.2016.2558659. (Top 50 most accessed in 2017) (Web of Science ESI Highly Cited Paper)

  30. Xuyu Wang, Lingjun Gao, Shiwen Mao, and Santosh Pandey, “CSI-based fingerprinting for indoor localization: A deep learning approach,” IEEE Transactions on Vehicular Technology, vol.66, no.1, pp.763-776, Jan. 2017. DOI: 10.1109/TVT.2016.2545523. (Top 1/Top 2 Popular Documents, 2017-2019) (featured in MMTC Communications-Review, vol.9, no.6, Dec. 2018) (The IEEE ComSoc Best Readings in Machine Learning in Communications) (The 2018 IEEE ComSoc MMTC Best Journal Paper Award) (Web of Science ESI Highly Cited Paper) (IEEE Vehicular Technology Society 2020 Jack Neubauer Memorial Award)

Conference & Workshop Publications

  1. Shivenkumar Parmar, Xuyu Wang, Chao Yang, and Shiwen Mao, “Voice fingerprinting for indoor localization with a single microphone array and deep learning,” in Proc. the Fourth ACM Wireless Security and Machine Learning Workshop (WiseML'22), in conjunction with ACM WiSec 2022, San Antonio, TX, May 2022.

  2. Ushasree Boora, Xuyu Wang, and Shiwen Mao, “Robust massive MIMO localization using neural ODE in adversarial environments,” in Proc. IEEE ICC 2022, Seoul, South Korea, May 2022.

  3. Erbo Shen, Weidong Yang, Xuyu Wang, Shiwen Mao, and Wei Bin, “TagSense: Robust wheat moisture and temperature sensing using a passive RFID tag,” in Proc. IEEE ICC 2022, Seoul, South Korea, May 2022. (The IEEE ICC 2022 Best Paper Award).

  4. Chao Yang, Lingxiao Wang, Xuyu Wang, and Shiwen Mao, “Demo Abstract: Environment-adaptive 3D human pose tracking with RFID,” in Proc. IEEE INFOCOM 2022, Virtual Conference, May 2022. (The IEEE INFOCOM 2022 Demo Award).

  5. Chao Yang, Xuyu Wang, and Shiwen Mao, “Demo Abstract: Technology-agnostic approach to RF based human activity recognition,” in Proc. IEEE INFOCOM 2022, Virtual Conference, May 2022.

  6. Chao Yang, Lingxiao Wang, Xuyu Wang, and Shiwen Mao, “Meta-Pose: Environment-adaptive human skeleton tracking with RFID,” in Proc. IEEE GLOBECOM 2021 (GLOBECOM'21), Madrid, Spain, Dec. 2021.

  7. Harshit Ambalkar, Xuyu Wang, and Shiwen Mao, “Adversarial human activity recognition using Wi-Fi CSI,” invited paper, in Proc. 2021 Annual IEEE Canadian Conference of Electrical and Computer Engineering (CCECE'21), Virtual Conference, Sept. 2021.

  8. Chao Yang, Xuyu Wang, and Shiwen Mao, “RFID-based vital sign monitoring,” invited paper, in Proc. The 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI'21), Special Session on Contactless Vital Signs Monitoring for AI Healthcare, Virtual Conference, July 2021.

  9. Xuyu Wang and Shiwen Mao, “Acoustic-based vital sign monitoring,” invited paper, in Proc. The 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI'21), Special Session on Contactless Vital Signs Monitoring for AI Healthcare, Virtual Conference, July 2021.

  10. Mohini Patil, Xuyu Wang, Xiangyu Wang, and Shiwen Mao, “Adversarial attacks on deep learning-based floor classification and indoor localization,” invited paper, in Proc. 2001 ACM Workshop on Wireless Security and Machine Learning (WiseML'21), Abu Dhabi, United Arab Emirates, June-July 2021.

  11. Xuyu Wang, Mohini Patil, Chao Yang, Shiwen Mao, and Palak Anilkumar Patel, “Deep Convolutional Gaussian Processes for mmWave outdoor localization,” in Proc. IEEE ICASSP 2021, Special Session on Contactless and Wireless Sensing for Smart Environments, Toronto, Canada, June 2021.

  12. Chao Yang, Xuyu Wang, and Shiwen Mao, “Subject-adaptive skeleton tracking with RFID,” in Proc. The 16th IEEE International Conference on Mobility, Sensing and Networking (MSN 2020), Tokyo, Japan, Dec. 2020 (8 pages).

  13. Chao Yang, Xuyu Wang, and Shiwen Mao, “Demo Abstract: Vision-aided 3D human pose estimation with RFID,” Demo, in Proc. The 16th IEEE International Conference on Mobility, Sensing and Networking (MSN 2020), Tokyo, Japan, Dec. 2020 (2 pages).

  14. Shanshan Duan, Weidong Yang, Xuyu Wang, Shiwen Mao, and Yuan Zhang, “Deep spatio-temporal attention model for grain storage temperature forecasting,” in Proc. IEEE 2020 International Conference on Parallel and Distributed Systems (ICPADS 2020), Hong Kong, China, Dec. 2020 (8 pages).

  15. Jait Purohit, Xuyu Wang, Shiwen Mao, Xiaoyan Sun, and Chao Yang, “Fingerprinting-based indoor and outdoor localization with LoRa and deep learning,” in Proc. IEEE GLOBECOM 2020, Taipei, Taiwan, Dec. 2020.

  16. Mansi Patel, Xuyu Wang, and Shiwen Mao, “Data augmentation with Conditional GAN for automatic modulation classification,” in Proc. Proc. 2020 ACM Workshop on Wireless Security and Machine Learning (WiseML 2020), in conjunction with the 13th ACM Conference on Security and Privacy in Wireless and Mobile Networks (ACM WiSec 2020), Linz, Austria, July 2020.

  17. Chao Yang, Xuyu Wang, and Shiwen Mao, “RFID-based driving fatigue detection,” in Proc. IEEE GLOBECOM 2019, Waikoloa, HI, Dec. 2019. (The IEEE GLOBECOM 2019 Best Paper Award).

  18. Pengming Hu, Weidong Yang, Xuyu Wang, and Shiwen Mao, “MiFi: Device-free wheat mildew detection using off-the-shelf WiFi devices,” in Proc. IEEE GLOBECOM 2019, Waikoloa, HI, Dec. 2019.

  19. Xianting Ke, Lingling An, Qingqi Pei, and Xuyu Wang, “Race Classification Based Iris Image Segmentation,” in Internation Conference on SmartMultimedia (ICSM) 2019, San Diego, CA, Dec. 2019.

  20. Chao Yang, Xuyu Wang, and Shiwen Mao, “SparseTag: High-precision backscatter indoor localization with sparse RFID tag arrays,” in Proc. IEEE SECON 2019, Boston, MA, June 2019.

  21. Shanshan Duan, Weidong Yang, Xuyu Wang, Shiwen Mao, and Yuan Zhang, “Grain pile temperature forecasting from weather factors: A support vector regression approach,” invited paper, in Proc. IEEE/CIC ICCC 2019, Changchun, China, Aug. 2019.

  22. Chao Yang*, Xuyu Wang*, and Shiwen Mao, “AutoTag: Recurrent variational autoencoder for unsupervised apnea detection with RFID tags,” in Proc. IEEE GLOBECOM 2018, Abu Dhabi, United Arab Emirates, Dec. 2018. (*means Co-first authors)

  23. Xiangyu Wang*, Xuyu Wang*, Shiwen Mao, Jian Zhang, Senthilkumar C.G. Periaswamy, and Justin Patton, “DeepMap: Deep Gaussian Process for indoor radio map construction and location estimation,” in Proc. IEEE GLOBECOM 2018, Abu Dhabi, United Arab Emirates, Dec. 2018. (*means Co-first authors)

  24. Jian Zhang, Zhitao Yu, Xiangyu Wang, Yibo Lyu, Shiwen Mao, Senthilkumar C.G. Periaswamy, Justin Patton, and Xuyu Wang, “RFHUI: An intuitive and easy-to-operate human-UAV interaction system for controlling a UAV in a 3D space,” in Proc. EAI MobiQuitous 2018, New York City, NY, Nov. 2018.

  25. Weidong Yang, Xuyu Wang, Shui Cao, Hui Wang, and Shiwen Mao, “Multi-class wheat moisture detection with 5GHz Wi-Fi: A deep LSTM approach,” in Proc. IEEE ICCCN 2018, Hangzhou, China, July/Aug. 2018.

  26. Weidong Yang, Xuyu Wang, Anxiao Song, and Shiwen Mao, “Wi-Wheat: Contact-free wheat moisture detection using commodity WiFi,” in Proc. IEEE ICC 2018, Kansas City, MO, May 2018.

  27. Xuyu Wang, Zhitao Yu, and Shiwen Mao, “DeepML: Deep LSTM for indoor localization with smartphone magnetic and light sensors,” in Proc. IEEE ICC 2018, Kansas City, MO, May 2018.

  28. Xuyu Wang, Xiangyu Wang, and Shiwen Mao, “ResLoc: Deep residual sharing learning for indoor localization with CSI tensors,” in Proc. IEEE PIMRC 2017, Montreal, QC, Canada, Oct. 2017. (The IEEE PIMRC 2017 Best Student Paper Award)

  29. Xuyu Wang Chao Yang, and Shiwen Mao, “ResBeat: Resilient breathing beats monitoring with online bimodal CSI data,” in Proc. IEEE GLOBECOM 2017, Singapore, Dec. 2017.

  30. Xuyu Wang, Runze Huang, and Shiwen Mao, “SonarBeat: Sonar phase for breathing beat monitoring with smartphones,” in Proc. ICCCN 2017, Vancouver, Candada, July/Aug. 2017.

  31. Xuyu Wang, Runze Huang, and Shiwen Mao, “Demo Abstract: SonarBeat: Sonar phase for breathing beat monitoring with smartphones,” in Proc. IEEE SECON 2017, San Diego, CA, June 2017.(The IEEE SECON 2017 Best Demo Award)

  32. Xuyu Wang, Chao Yang, and Shiwen Mao, “PhaseBeat: Exploiting CSI phase data for vital sign monitoring with commodity WiFi devices,” in Proc. IEEE ICDCS 2017, Atlanta, GA, June 2017.

  33. Xuyu Wang, Xiangyu Wang, and Shiwen Mao, “CiFi: Deep convolutional neural networks for indoor localization with 5GHz Wi-Fi,” in Proc. IEEE ICC 2017, Paris, France, May 2017.

  34. Xuyu Wang, Lingjun Gao, and Shiwen Mao, “PhaseFi: Phase fingerprinting for indoor localization with a deep learning approach,” in Proc. IEEE GLOBECOM 2015, San Diego, CA, Dec. 2015, pp.1-6.

  35. Xuyu Wang, Lingjun Gao, Shiwen Mao, and Santosh Pandey, “DeepFi: Deep learning for indoor fingerprinting using channel state information,” in Proc. IEEE WCNC 2015, New Orleans, LA, Mar. 2015, pp.1666-1671.

  36. Xuyu Wang, Hui Zhou, Shiwen Mao, Santosh Pandey, Prathima Agrawal, and David Bevly, “Mobility improves LMI-based cooperative indoor localization,” in Proc. IEEE WCNC 2015, New Orleans, LA, Mar. 2015, pp.2215-2220.

  37. Xuyu Wang, Shiwen Mao, Santosh Pandey, and Prathima Agrawal, “CA2T: Cooperative antenna arrays technique for pinpoint indoor localization,” invited paper, in Proc. MobiSPC 2014, Niagara Falls, Canada, Aug. 2014, pp.392-399.

  38. Xuyu Wang, Xinbo Gao, and Ru Zong, “Deployment of High Altitude Platforms in Heterogeneous Wireless Sensor Network via MRF-MAP and Potential Games,” Proc. IEEE WCNC 2013, Shanghai, China, Apr. 2013, pp. 1446–1451.

  39. Xuyu Wang, Xinbo Gao, and Ru Zong, “Energy-Efficient Deployment of Airships for High Altitude Platforms: A Deterministic Annealing Approach,” Proc. IEEE GLOBECOM 2011, Houston, Texas, USA, Dec. 2011.

  40. Xuyu Wang, Xinbo Gao, and Ru Zong, “An Optimal Model and Solution of Deployment of Airships for High Altitude Platforms,” Proc. IEEE WCSP 2010, Suzhou, China,Oct. 2010.

  41. Ru Zong, Xinbo Gao, Xuyu Wang, and Zongting Lv “Deployment of High Altitude Platforms Network: A Game Theoretic Approach,” Proc. IEEE ICNC 2012, Workshop on Computing, Networking and Communications, Maui, Hawaii, USA, January, 2012, pp. 304–308.

  42. Peng Cheng, Anjin Guo, Youyun Xu, Xuyu Wang, and Xinbo Gao, “A Game Approach for Dynamic Resource Allocation in Cognitive Radio Networks,” in Proc. IEEE WCSP 2010, Suzhou, China, Oct. 2010.

Patents

  1. Shiwen Mao, Xuyu Wang, and Chao Yang, “RFID-based Driving Fatigue Detection ("NodTrack"),” US Provisional Patent Application, Application Number: 62/855,303, May 31, 2019.

  2. Shiwen Mao, Xuyu Wang, Xiangyu Wang, “ResLoc: Deep residual sharing learning for indoor localization with CSI tensors,” US Provisional Patent Application, Application Number: 62/741,723, Oct. 5, 2018.

  3. Shiwen Mao, Xuyu Wang, and Chao Yang, “TensorBeat: Tensor decomposition for monitoring multi-person breathing beats with commodity WiFi,” USProvisional Patent Application, Application Number: 62/444,598, Jan. 10, 2017, Sept. 4, 2018.

  4. Shiwen Mao, Xuyu Wang, and Renze Huang, “SonarBeat: Sonar phase for breathing beat monitoring with smartphones,” US Provisional Patent Application, Application Number: 62/519,336, June 14, 2017.

  5. Shiwen Mao, Xuyu Wang, and Lingjun Gao, “BiLoc: Bi-modal Deep Learning for Indoor Localization with Commodity 5GHz WiFi,” US Provisional Patent Application, Application Number: 62/338,737, May 19, 2016.

  6. Shiwen Mao, Xuyu Wang, and Chao Yang, “PhaseBeat: Exploiting CSI Phase Data for Vital Sign Monitoring with Commodity WiFi Devices,” US Provisional Patent Application, Application Number: 62/514,505, June 2, 2017.