Pervasive Autonomous
Networked
Systems
Lab

Make the world a smarter place

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Email: span24@ucmerced.edu   

Tel: (412)354-1876

GitHub: github.com/PANSLAB

Selected Publications

Journal Publication

Yue Zhang, Zhizhang Hu, Susu Xu, Shijia Pan. "AutoQual: Task-Oriented Structural Vibration Sensing Quality Assessment Leveraging Co-Located Mobile Sensing Context." CCF Transactions on Pervasive Computing and Interaction (2021): 1-19. link.

Mostafa Mirshekari, Jonathon Fagert, Shijia Pan, Pei Zhang, Hae Young Noh. "Obstruction-Invariant Occupant Localization Using Footstep-Induced Structural Vibrations." Mechanical Systems and Signal Processing 153 (2021): 107499. link

Jonathon Fagert, Mostafa Mirshekari, Shijia Pan, Linda Lowes, Megan Iammarino, Pei Zhang, Haeyoung Noh. "Structure- and Sampling-Adaptive Gait Balance Symmetry Estimation Using Footstep Induced Structural Floor Vibrations." Journal of Engineering Mechanics 147, no. 2 (2021): 04020151. link

Joao Diogo Falcao, Carlos Ruiz, Shijia Pan, Hae Young Noh, Pei Zhang. "FAIM: Vision and Weight Sensing Fusion Framework for Autonomous Inventory Monitoring in Convenience Stores". Frontiers in Built Environment 6 (2020): 175. link

Shijia Pan, Mario Berges, Juleen Rodakowski, Pei Zhang, Hae Young Noh. "Fine-grained Activity of Daily Living (ADL) Recognition through Heterogeneous Sensing Systems with Complementary Spatiotemporal Characteristics".  Frontiers in Built Environment (Web) 6 (2020): 560497. link

Fully Peer-Reviewed Conference/Workshop Publication

Shijia Pan, Dong Yoon Lee, Jun Ho Lee, and Phuc Nguyen. "TeethVib: Monitoring Teeth Functional  Occlusion Through Retainer Vibration Sensing." Accepted by CHASE 2021.

Acceptance rate = 41%. paper

Gang Wang, Shijia Pan, and Susu Xu. "Decoupling the Unfairness Propagation Chain in Crowd Sensing and Learning Systems for Spatio-temporal Urban Monitoring." Accepted by BuildSys 2021.

Acceptance rate = 26%

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) (pp. 328-340).

Acceptance rate = 24.8%

Prerna Khanna, Tanmay Srivastava, Shijia Pan, Shubham Jain, and Phuc Nguyen. JawSense: Recognizing Unvoiced Sound using a Low-cost Ear-worn System. In the Twenty-second International Workshop on Mobile Computing Systems and Applications (HotMobile 2021).

Acceptance rate = 36%, link.

Carlos Ruiz, Shijia Pan, Adeola Bannis, Ming-Po Chang, Hae Young Noh, and Pei Zhang. "IDIoT: Towards Ubiquitous Identification of IoT Devices through Visual and Inertial Orientation Matching During Human Activity." In 2020 IEEE/ACM Fifth International Conference on Internet-of-Things Design and Implementation (IoTDI), pp. 40-52. IEEE, 2020. (received the Best Paper Award).

Acceptance rate = 35%

Other Conference/Workshop Publication

Zhizhang Hu, Yue Zhang, and Shijia Pan. "Footstep-Induced Floor Vibration Dataset: Reusability and Transferability Analysis". Accepted by DATA '21. 

Tong Yu, Yue Zhang, Zhizhang Hu, Susu Xu, Shijia Pan. Vibration-Based Indoor Human Sensing Quality Reinforcement via Thompson Sampling. In Proceedings of the 1st ACM Workshop on Cyber-Physical Human Sensing, part of CPS-IoT Week 2021. (Invited Paper), link.

 

Shijia Pan and Phuc Nguyen. Opportunities in the Cross-Scale Collaborative Human Sensing of ‘Developing’ Device-Free and Wearable Systems. In The 2nd ACM Workshop on Device-Free Human Sensing (DFHS’20), November 15, 2020, Virtual Event, Japan. ACM, New York, NY, USA. link

Zhizhang Hu, Tong Yu, Yue Zhang, and Shijia Pan. Fine-grained Activities Recognition with Coarse-grained Labeled Multi-modal Data. In the 2nd Workshop on Continual and Multimodal Learning for Internet of Things, September 2020. link

Lixing He, Carlos Ruiz, Mostafa Mirshekari, and Shijia Pan. SCSV2: Physics-informed Self-Configuration Sensing through Vision and Vibration Context Modeling. In the 3rd Workshop on Combining Physical and Data-Driven Knowledge in Ubiquitous Computing, September 2020. link