Publications and Citations

Related Publications

Below is an incomplete list of research projects and publications making use of the GeoMCU hardware. If you make use of this project we’d love to hear from you and add your work to the related publication list below! You can email us at eecs-pei-lab@umich.edu.

• Sripong Ariyadech, Amelie Bonde, Orathai Sangpetch, Woranun Woramontri, Wachirawich Siripaktanakon, Shijia Pan, Akkarit Sangpetch, Hae Young Noh, and Pei Zhang. Dependable sensing system for pig farming. In 2019 IEEE Global Conference on Internet of Things (Gciot), 1–7. Dubai, United Arab Emirates, December 2019. IEEE. doi:10.1109/GCIoT47977.2019.9058398.

• Amelie Bonde. Noise-tolerant and context-aware structural vibration based activity monitoring: PhD forum abstract. In Proceedings of the 18th Conference on Embedded Networked Sensor Systems, SenSys '20, 811–812. New York, NY, USA, November 2020. Association for Computing Machinery. doi:10.1145/3384419.3430571.

• Amelie Bonde, Jesse R. Codling, Kanittha Naruethep, Yiwen Dong, Wachirawich Siripaktanakon, Sripong Ariyadech, Akkarit Sangpetch, Orathai Sangpetch, Shijia Pan, Hae Young Noh, and Pei Zhang. PigNet: failure-tolerant pig activity monitoring system using structural vibration. In Proceedings of the 20th International Conference on Information Processing in Sensor Networks (Co-Located with Cps-iot Week 2021), 1–13. Nashville TN USA, May 2021. ACM. doi:10.1145/3412382.3458902.

• Amelie Bonde, Mostafa Mirshekari, Jonathon Fagert, Shijia Pan, Hae Young Noh, and Pei Zhang. Seat vibration for heart monitoring in a moving automobile: extended abstract. In Proceedings of the First Workshop on Data Acquisition to Analysis, DATA '18, 7–8. New York, NY, USA, November 2018. Association for Computing Machinery. doi:10.1145/3277868.3277872.

• Amelie Bonde, Shijia Pan, Zhenhua Jia, Yanyong Zhang, Hae Young Noh, and Pei Zhang. VVRRM: vehicular vibration-based heart RR-interval monitoring system. In Proceedings of the 19th International Workshop on Mobile Computing Systems & Applications, HotMobile '18, 37–42. New York, NY, USA, February 2018. Association for Computing Machinery. doi:10.1145/3177102.3177110.

• Amelie Bonde, Shijia Pan, Mostafa Mirshekari, Carlos Ruiz, Hae Young Noh, and Pei Zhang. OAC: overlapping office activity classification through IoT-sensed structural vibration. In 2020 IEEE/ACM Fifth International Conference on Internet-of-things Design and Implementation (Iotdi), 216–222. Sydney, Australia, April 2020. IEEE. doi:10.1109/IoTDI49375.2020.00028.

• Amelie Bonde, Shijia Pan, Hae Young Noh, and Pei Zhang. Heart and sole - shoe-based heart monitoring: demo abstract. In Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN '17, 329–330. New York, NY, USA, April 2017. Association for Computing Machinery. doi:10.1145/3055031.3055048.

• Amelie Bonde, Shijia Pan, Hae Young Noh, and Pei Zhang. Deskbuddy: an office activity detection system: demo abstract. In Proceedings of the 18th International Conference on Information Processing in Sensor Networks, IPSN '19, 352–353. New York, NY, USA, April 2019. Association for Computing Machinery. doi:10.1145/3302506.3312490.

• Amelie Bonde, Shijia Pan, Orathai Sangpetch, Akkarit Sangpetch, Woranun Woramontri, Hae Young Noh, and Pei Zhang. Structural vibration sensing to evaluate animal activity on a pig farm: extended abstract. In Proceedings of the First Workshop on Data Acquisition to Analysis, DATA '18, 25–26. New York, NY, USA, November 2018. Association for Computing Machinery. doi:10.1145/3277868.3277881.

• Yen Cheng Chang, Jesse Codling, Yiwen Dong, Jiale Zhang, Jiasi Chen, Hae Young Noh, and Pei Zhang. Poster abstract: leveraging general-purpose audio datasets for vibration-based crowd monitoring in stadiums. In Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, 590–591. UC Irvine Student Center. Irvine CA USA, May 2025. ACM. doi:10.1145/3715014.3724022.

• Yen Cheng Chang, Jesse Codling, Yiwen Dong, Jiale Zhang, Jeffrey Shulkin, Hugo Latapie, Carlee Joe-Wong, Hae Young Noh, and Pei Zhang. Poster abstract: listen and then sense: vibration-based sports crowd monitoring by pre-training with public audio datasets. In 2024 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 285–286. Hong Kong, May 2024. IEEE. doi:10.1109/IPSN61024.2024.00043.

• Jesse R Codling, Amelie Bonde, Yiwen Dong, Siyi Cao, Akkarit Sangpetch, Orathai Sangpetch, Hae Young Noh, and Pei Zhang. MassHog: weight-sensitive occupant monitoring for pig pens using actuated structural vibrations. In Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers, UbiComp '21, 600–605. New York, NY, USA, September 2021. Association for Computing Machinery. doi:10.1145/3460418.3480414.

• Jesse R Codling, Luke F Cohen, Venkata Ganesh Kalivarapu, Hae Young Noh, and Pei Zhang. Poster abstract: SeatBeats heart rate monitoring system using structural seat vibrations. In 2022 21st ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 511–512. Milano, Italy, May 2022. IEEE. doi:10.1109/IPSN54338.2022.00056.

• Jesse R Codling, Yiwen Dong, Amelie Bonde, Adeola Bannis, Asya Macon, Gary Rohrer, Jeremy Miles, Sudhendu Sharma, Tami Brown-Brandl, Hae Young Noh, and Pei Zhang. Sow posture and feeding activity monitoring in a farrowing pen using ground vibration. In ECPLF 2022 - 10th European Conference on Precision Livestock Farming. Vienna, Austria, August 2022.

• Jesse R Codling, Jeffrey D Shulkin, Yiwen Dong, Jiale Zhang, Hugo Latapie, Hae Young Noh, and Pei Zhang. Demo abstract: FreePulse heart rate monitoring system using ambient structural vibrations. In The 22nd International Conference on Information Processing in Sensor Networks, IPSN '23, 364–365. San Antonio TX USA, May 2023. Association for Computing Machinery. doi:10.1145/3583120.3589812.

• Jesse R Codling, Jeffrey D Shulkin, Abhipol Vibhatasilpin, Vedant Adhana, Gary Rohrer, Jeremy Miles, Sudhendu Sharma, Tami Brown-Brandl, Hae Young Noh, and Pei Zhang. Poster abstract: multiscale vibration sensing for activity and vital signs monitoring in pig pens. In Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, 650–651. UC Irvine Student Center. Irvine CA USA, May 2025. ACM. doi:10.1145/3715014.3724052.

• Jesse R. Codling, Jeffrey D. Shulkin, Yen-Cheng Chang, Jiale Zhang, Hugo Latapie, Hae Young Noh, Pei Zhang, and Yiwen Dong. FloHR: ubiquitous heart rate measurement using indirect floor vibration sensing. In Proceedings of the 11th ACM International Conference on Systems for Energy-efficient Buildings, Cities, and Transportation, BuildSys '24, 44–54. Hangzhou China, October 2024. Association for Computing Machinery. doi:10.1145/3671127.3698170.

• Yiwen Dong, Amelie Bonde, Jesse R Codling, Adeola Bannis, Jinpu Cao, Asya Macon, Gary Rohrer, Jeremy Miles, Sudhendu Sharma, Tami Brown-Brandl, Akkarit Sangpetch, Orathai Sangpetch, Pei Zhang, and Hae Young Noh. PigSense: structural vibration-based activity and health monitoring system for pigs. ACM Transactions on Sensor Networks, 20(1):1–43, June 2023. doi:10.1145/3604806.

• Yiwen Dong, Jesse R Codling, Gary Rohrer, Jeremy Miles, Sudhendu Sharma, Tami Brown-Brandl, Pei Zhang, and Hae Young Noh. PigV2: monitoring pig vital signs through ground vibrations induced by heartbeat and respiration. In Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, SenSys '22, 1102–1108. New York, NY, USA, January 2023. Association for Computing Machinery. doi:10.1145/3560905.3568416.

• Yiwen Dong, Jonathon Fagert, and Hae Young Noh. Characterizing the variability of footstep-induced structural vibrations for open-world person identification. Mechanical Systems and Signal Processing, 204:110756, December 2023. doi:10.1016/j.ymssp.2023.110756.

• Yiwen Dong, Jonathon Fagert, Pei Zhang, and Hae Young Noh. Non-parametric bayesian learning for newcomer detection using footstep-induced floor vibration: poster abstract. In Proceedings of the 20th International Conference on Information Processing in Sensor Networks (Co-Located with Cps-iot Week 2021), 404–405. Nashville TN USA, May 2021. ACM. doi:10.1145/3412382.3458785.

• Yiwen Dong, Jonathon Fagert, Pei Zhang, and Hae Young Noh. Stranger detection and occupant identification using structural vibrations. In Piervincenzo Rizzo and Alberto Milazzo, editors, European Workshop on Structural Health Monitoring, volume 253, pages 905–914. Springer International Publishing, Cham, 2023. doi:10.1007/978-3-031-07254-3_91.

• Yiwen Dong, Peide Huang, and Hae Young Noh. Characterizing crowd preferences on stadium facilities through dynamic inverse reinforcement learning. In Proceedings of the 10th ACM International Conference on Systems for Energy-efficient Buildings, Cities, and Transportation, 305–306. Istanbul Turkey, November 2023. ACM. doi:10.1145/3600100.3626272.

• Yiwen Dong, Megan Iammarino, Jingxiao Liu, Jesse Codling, Jonathon Fagert, Mostafa Mirshekari, Linda Lowes, Pei Zhang, and Hae Young Noh. Ambient floor vibration sensing advances the accessibility of functional gait assessments for children with muscular dystrophies. Scientific Reports, 14(1):10774, May 2024. doi:10.1038/s41598-024-60034-5.

• Yiwen Dong, Sung Eun Kim, Kornél Schadl, Peide Huang, Wenhao Ding, Jessica Rose, and Hae Young Noh. In-home gait abnormality detection through footstep-induced floor vibration sensing and person-invariant contrastive learning. IEEE Journal of Biomedical and Health Informatics, 28(12):7054–7067, December 2024. doi:10.1109/JBHI.2024.3413815.

• Yiwen Dong, Jingxiao Liu, Yitao Gao, Sulagna Sarkar, Zhizhang Hu, Jonathon Fagert, Shijia Pan, Pei Zhang, Hae Young Noh, and Mostafa Mirshekari. A window-based sequence-to-one approach with dynamic voting for nurse care activity recognition using acceleration-based wearable sensor. In Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers, 390–395. Virtual Event Mexico, September 2020. ACM. doi:10.1145/3410530.3414336.

• Yiwen Dong, Jingxiao Liu, Sung Eun Kim, Kornél Schadl, Jessica Rose, and Hae Young Noh. Graphical modeling of the lower-limb joint motion from the dynamic floor responses under footstep forces. In Matthew Whelan, P. Scott Harvey, and Fernando Moreu, editors, Dynamics of Civil Structures, Vol. 2, pages 9–16. Springer Nature Switzerland, Cham, 2025. doi:10.1007/978-3-031-68889-8_2.

• Yiwen Dong, Jingxiao Liu, and Hae Young Noh. GaitVibe+: enhancing structural vibration-based footstep localization using temporary cameras for in-home gait analysis. In Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 1168–1174. Boston Massachusetts, November 2022. ACM. doi:10.1145/3560905.3568435.

• Yiwen Dong and Hae Young Noh. Human gait parameter and health information extraction using floor-mounted geophone sensors. December 2024. URL: https://patents.google.com/patent/US20240423503A1/en?oq=US20240423503 (visited on 2025-02-13).

• Yiwen Dong and Hae Young Noh. Structure-agnostic gait cycle segmentation for in-home gait health monitoring through footstep-induced structural vibrations. In Hae Young Noh, Matthew Whelan, and P. Scott Harvey, editors, Dynamics of Civil Structures, Volume 2, pages 65–74. Springer Nature Switzerland, Cham, 2024. doi:10.1007/978-3-031-36663-5_8.

• Yiwen Dong and Hae Young Noh. Ubiquitous gait analysis through footstep-induced floor vibrations. Sensors, 24(8):2496, April 2024. doi:10.3390/s24082496.

• Yiwen Dong, Shijia Pan, Tong Yu, Mostafa Mirshekari, Jonathon Fagert, Amelie Bonde, Ole J. Mengshoel, Pei Zhang, and Hae Young Noh. FootprintID dataset: footstep-induced structural vibration data for indoor person identification with different walking speeds. April 2021. doi:10.5281/ZENODO.4691144.

• Yiwen Dong, Zihao Song, Jesse Codling, Gary Rohrer, Jeremy Miles, Raj Sharma, Tami Brown-Brandl, Pei Zhang, and Hae Young Noh. Robust piglet nursing behavior monitoring through multi-modal fusion of computer vision and ambient floor vibration. October 2024. arXiv:4987438, doi:10.2139/ssrn.4987438.

• Yiwen Dong, Haochen Sun, Ruizhi Wang, and Hae Young Noh. Robust personalized gait health monitoring through footstep-induced structural vibrations. In Maria Pina Limongelli, Ching Tai Ng, and Branko Glisic, editors, Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2024, 49. Long Beach, United States, May 2024. SPIE. doi:10.1117/12.3010554.

• Yiwen Dong, Yuyan Wu, Yen-Cheng Chang, Jatin Aggarwal, Jesse R. Codling, Hugo Latapie, Pei Zhang, and Hae Young Noh. Context-aware crowd monitoring for sports games using crowd-induced floor vibrations. Data-Centric Engineering, 5:e25, January 2024. doi:10.1017/dce.2024.28.

• Yiwen Dong, Yuyan Wu, Jesse R Codling, Jatin Aggarwal, Peide Huang, Wenhao Ding, Hugo Latapie, Pei Zhang, and Hae Young Noh. GameVibes: vibration-based crowd monitoring for sports games through audience-game-facility association modeling. In Proceedings of the 10th ACM International Conference on Systems for Energy-efficient Buildings, Cities, and Transportation, BuildSys '23, 177–188. Istanbul Turkey, November 2023. Association for Computing Machinery. doi:10.1145/3600100.3623750.

• Yiwen Dong, Yuyan Wu, Sung Eun Kim, Kornél Schadl, Jessica Rose, and Hae Young Noh. Modeling foot–floor interactions during walking for normal and abnormal gaits. Journal of Engineering Mechanics, 151(1):4024100, January 2025. doi:10.1061/JENMDT.EMENG-7639.

• Yiwen Dong, Yuyan Wu, and Hae Young Noh. Social distancing compliance monitoring for COVID-19 recovery through footstep-induced floor vibrations. In Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, 399–400. Coimbra Portugal, November 2021. ACM. doi:10.1145/3485730.3492893.

• Yiwen Dong, Yuyan Wu, and Hae Young Noh. Detecting gait abnormalities in foot-floor contacts during walking through footstep-induced structural vibrations. In Proceedings of the 14th International Workshop on Structural Health Monitoring. Destech Publications, Inc., September 2023. arXiv:2405.13996, doi:10.12783/shm2023/36965.

• Yiwen Dong, Jiacheng Zhu, and Hae Young Noh. Re-vibe: vibration-based indoor person re-identification through cross-structure optimal transport. In Proceedings of the 9th ACM International Conference on Systems for Energy-efficient Buildings, Cities, and Transportation, 348–352. Boston Massachusetts, November 2022. ACM. doi:10.1145/3563357.3566134.

• Yiwen Dong, Joanna Jiaqi Zou, Jingxiao Liu, Jonathon Fagert, Mostafa Mirshekari, Linda Lowes, Megan Iammarino, Pei Zhang, and Hae Young Noh. MD-vibe: physics-informed analysis of patient-induced structural vibration data for monitoring gait health in individuals with muscular dystrophy. In Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers, 525–531. Virtual Event Mexico, September 2020. ACM. doi:10.1145/3410530.3414610.

• Jonathon Fagert, Amelie Bonde, Sruti Srinidhi, Sarah Hamilton, Pei Zhang, and Hae Young Noh. Clean vibes: hand washing monitoring using structural vibration sensing. ACM Trans. Comput. Healthcare, 3(3):34:1–34:25, July 2022. doi:10.1145/3511890.

• Jonathon Fagert, Mostafa Mirshekari, Shijia Pan, Pei Zhang, and Hae Young Noh. Characterizing left-right gait balance using footstep-induced structural vibrations. In Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2017, volume 10168, 357–365. Portland, Oregon, United States, April 2017. SPIE. doi:10.1117/12.2260376.

• Jonathon Fagert, Mostafa Mirshekari, Shijia Pan, Pei Zhang, and Hae Young Noh. Vibration source separation for multiple people gait monitoring using footstep-induced floor vibrations. In Structural Health Monitoring 2019. DEStech Publications, Inc., November 2019. doi:10.12783/shm2019/32338.

• Jonathon Fagert, Mostafa Mirshekari, Shijia Pan, Pei Zhang, and Hae Young Noh. Monitoring hand-washing practices using structural vibrations. In Structural Health Monitoring 2017. DEStech Publications, Inc., September 2017. doi:10.12783/shm2017/14133.

• Tomas Fernandez, Yen Cheng Chang, Jesse Codling, Yiwen Dong, Jiale Zhang, Carlee Joe-Wong, Hae Young Noh, and Pei Zhang. Poster: drive-by city wide trash sensing for neighborhood sanitation need. In Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services, 704–705. Minato-ku, Tokyo Japan, June 2024. ACM. doi:10.1145/3643832.3661431.

• Zhenhua Jia, Musaab Alaziz, Xiang Chi, Richard E. Howard, Yanyong Zhang, Pei Zhang, Wade Trappe, Anand Sivasubramaniam, and Ning An. HB-phone: a bed-mounted geophone-based heartbeat monitoring system. In 2016 15th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 1–12. Vienna, Austria, April 2016. IEEE. doi:10.1109/IPSN.2016.7460676.

• Zhenhua Jia, Amelie Bonde, Sugang Li, Chenren Xu, Jingxian Wang, Yanyong Zhang, Richard E. Howard, and Pei Zhang. Monitoring a person's heart rate and respiratory rate on a shared bed using geophones. In Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, SenSys '17, 1–14. New York, NY, USA, November 2017. Association for Computing Machinery. doi:10.1145/3131672.3131679.

• Barney H. Miao, Yiwen Dong, Andreas Theissler, Andrew C. Lesh, David J. Loftus, and Michael D. Lepech. BioSys: efficient quality control system for manufacturing of sustainable biopolymer composites. In Proceedings of the 11th ACM International Conference on Systems for Energy-efficient Buildings, Cities, and Transportation, 11–21. Hangzhou China, October 2024. ACM. doi:10.1145/3671127.3698165.

• Barney H. Miao, Yiwen Dong, Zheng Y. Wu, Bulent N. Alemdar, Pei Zhang, Monica D. Kohler, and Hae Young Noh. Integration of physics-based building model and sensor data to develop an adaptive digital twin: poster abstract. In Proceedings of the 9th ACM International Conference on Systems for Energy-efficient Buildings, Cities, and Transportation, 282–283. Boston Massachusetts, November 2022. ACM. doi:10.1145/3563357.3567745.

• Mostafa Mirshekari, Jonathon Fagert, Amelie Bonde, Pei Zhang, and Hae Young Noh. Human gait monitoring using footstep-induced floor vibrations across different structures. In Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, UbiComp '18, 1382–1391. New York, NY, USA, October 2018. Association for Computing Machinery. doi:10.1145/3267305.3274187.

• Mostafa Mirshekari, Jonathon Fagert, Shijia Pan, Pei Zhang, and Hae Young Noh. Physics-guided model transfer for human gait monitoring using footstep-induced floor vibration. In Structural Health Monitoring 2019. DEStech Publications, Inc., November 2019. doi:10.12783/shm2019/32337.

• Shijia Pan, Amelie Bonde, Jie Jing, Lin Zhang, Pei Zhang, and Hae Young Noh. BOES: building occupancy estimation system using sparse ambient vibration monitoring. In Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2014, volume 9061, 406–421. San Diego, California, USA, April 2014. SPIE. doi:10.1117/12.2046510.

• Shijia Pan, Mostafa Mirshekari, Jonathon Fagert, Ceferino Gabriel Ramirez, Albert Jin Chung, Chih Chi Hu, John Paul Shen, Pei Zhang, and Hae Young Noh. Characterizing human activity induced impulse and slip-pulse excitations through structural vibration. Journal of Sound and Vibration, 414:61–80, February 2018. doi:10.1016/j.jsv.2017.10.034.

• Shijia Pan, Ceferino Gabriel Ramirez, Mostafa Mirshekari, Jonathon Fagert, Albert Jin Chung, Chih Chi Hu, John Paul Shen, Hae Young Noh, and Pei Zhang. SurfaceVibe: vibration-based tap & swipe tracking on ubiquitous surfaces. In Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 197–208. Pittsburgh Pennsylvania, April 2017. ACM. doi:10.1145/3055031.3055077.

• Shijia Pan, Susu Xu, Mostafa Mirshekari, Pei Zhang, and Hae Young Noh. Collaboratively adaptive vibration sensing system for high-fidelity monitoring of structural responses induced by pedestrians. Frontiers in Built Environment, 3:28, 2017. doi:10.3389/fbuil.2017.00028.

• Shijia Pan, Tong Yu, Mostafa Mirshekari, Jonathon Fagert, Amelie Bonde, Ole J. Mengshoel, Hae Young Noh, and Pei Zhang. FootprintID: indoor pedestrian identification through ambient structural vibration sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 1(3):89:1–89:31, September 2017. doi:10.1145/3130954.

• Jorge Sa Silva, Pei Zhang, Trevor Pering, Fernando Boavida, Takahiro Hara, and Nicolas C. Liebau. People-centric internet of things. IEEE Communications Magazine, 55(2):18–19, February 2017. doi:10.1109/MCOM.2017.7841465.

• Yuyan Wu, Yiwen Dong, Sumer Vaid, Gabriella M. Harari, and Hae Young Noh. Emotion recognition using footstep-induced floor vibration signals. In Proceedings of the 14th International Workshop on Structural Health Monitoring. Destech Publications, Inc., September 2023. doi:10.12783/shm2023/36968.

• Susu Xu, Lin Zhang, Pei Zhang, and Hae Young Noh. An information-theoretic approach for indirect train traffic monitoring using building vibration. Frontiers in Built Environment, 3:22, May 2017. doi:10.3389/fbuil.2017.00022.

• Jiale Zhang, Shweta Pati, Jesse Codling, Adeola Bannis, Carlos Ruiz, Hae Young Noh, and Pei Zhang. Poster abstract: vibration-based object classification with structural response of ambient music. In Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, IPSN '23, 314–315. New York, NY, USA, May 2023. Association for Computing Machinery. doi:10.1145/3583120.3589825.

• Jiale Zhang, Yuyan Wu, Jesse Codling, Julia Gersey, Adeola Bannis, Carlos Ruiz Dominguez, Ke Sun, and Pei Zhang. Poster abstract: on-shelf weight difference estimation through active vibration sensing. In Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, 640–641. UC Irvine Student Center. Irvine CA USA, May 2025. ACM. doi:10.1145/3715014.3724047.

• Yue Zhang, Shijia Pan, Jonathon Fagert, Mostafa Mirshekari, Hae Young Noh, Pei Zhang, and Lin Zhang. Occupant-induced office floor vibration dataset for activity level monitoring. In Proceedings of the First Workshop on Data Acquisition to Analysis, DATA '18, 5–6. New York, NY, USA, November 2018. Association for Computing Machinery. doi:10.1145/3277868.3277871.

• Yue Zhang, Shijia Pan, Jonathon Fagert, Mostafa Mirshekari, Hae Young Noh, Pei Zhang, and Lin Zhang. Vibration-based occupant activity level monitoring system. In Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems, 349–350. Shenzhen China, November 2018. ACM. doi:10.1145/3274783.3275177.