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.

• 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.

• 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. May 2022. 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, 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, 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, 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, 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. 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, Haochen Sun, Ruizhi Wang, and Hae Young Noh. Robust person identification across various shoe types using footstep-induced structural vibrations. In Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2024, volume 12949, 295–304. SPIE, 2024. doi:10.1117/12.3010554.

• 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, 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. 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.

• 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, MOBISYS '24, 704–705. New York, NY, USA, June 2024. Association for Computing Machinery. doi:10.1145/3643832.3661431.

• 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.

• 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.