Publications

Google Scholar Citation

Research Gate

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Journal Publications

[J10] Xinlei Chen, Yu Wang, Jiayou He, Shijia Pan, Yong Li, Pei Zhang. CAP: Context-aware App Usage Prediction with Heterogeneous Graph Embedding. In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 2019.

[J9] Ji Jia, Chengtian Xu, Shijia Pan, Stephen Xia, Peter Wei, Hae Young Noh, Pei Zhang, and Xiaofan Jiang. Conductive Thread-Based Textile Sensor for Continuous Perspiration Level Monitoring. Sensors, 18(11), 3775.

[J8] Shijia Pan, Mostafa Mirshekari, Jonathon Fagert, Carlos Ruiz, Hae Young Noh, and Pei Zhang. Area Occupancy Counting through Sparse Ambient Structural Vibration Sensing. IEEE Pervasive Computing Special Issue - IoT Communication. ( link)

[J7] Carlos Ruiz, Shijia Pan, Adeola Bannis, Xinlei Chen, Carlee Joe-Wong, Hae Young Noh, Pei Zhang. IDrone: Robust Drone Identification through Motion Actuation Feedback. Will appear in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 2018.

[J6] Jun Han, Shijia Pan, Manal Kumar Sinha, Hae Young Noh, Pei Zhang and Patrick Tague. Smart Home Occupant Identification via Sensor Fusion Across On-Object Devices. Fast-tracked at ACM Transactions on Sensor Networks (TOSN) - Special Issue on Systems for Smart and Efficient Built Environments, 2018.

[J5] Mostafa Mirshekari, Shijia Pan, Jonathon Fagert, Eve Schooler, Pei Zhang and Hae Young Noh. Occupant Localization using Footstep-Induced Structural Vibration. Accepted by Mechanical Systems and Signal Processing Journal (MSSP).

[J4] Shijia Pan, Mostafa Mirshekari, Jonathon Fagert, Ceferino Ramirez, Albert Jin Chung, Chih Chi Hu, John Paul Shen, Hae Young Noh, and Pei Zhang. Characterizing Human Induced Impulse and Slip-Pulse Excitations through Structural Vibration. Journal of Sound and Vibration 414 (2018): 61-80..

[J3] Shijia Pan, Susu Xu, Mostafa Mishakeri, Pei Zhang and Haeyoung Noh. Collaboratively Adaptive Vibration Sensing System for High Fidelity Monitoring of Structural Responses Induced by Pedestrians. Frontiers Built Environment, 2017 (paper).

[J2] Xinlei Chen, Aveek Purohit, Shijia Pan, Carlos Ruiz, Jun Han, Zheng Sun, Frank Mokaya, Patrick Tague and Pei Zhang. Design Experiences in Minimalistic Flying Sensor Node Platform through SensorFly. Transactions on Sensor Networks (TOSN), vol. 13, no. 4 (2017).

[J1] Shijia Pan, Tong Yu, Mostafa Mishakeri, Jonathon Fagert, Amelie Bonde, Ole J. Mengshoel, Haeyoung Noh and Pei Zhang. FootprintID: Indoor Pedestrian Identification through Ambient Structural Vibration Sensing. IMWUT, Vol. 3, 2017, presented at Ubicomp 2017 (paper).

Fully Peer Reviewed Publications

[C10] Jun Han, Albert Chung, Manal Kumar Sinha, Madhumitha Harishankar, Shijia Pan, Hae Young Noh, Pei Zhang, and Patrick Tague. Do You Feel What I Hear? Enabling Autonomous IoT Device Pairing using Different Sensor Types. In the Proceedings of the IEEE Symposium on Security & Privacy, May 2018.

[W9] Shijia Pan, Carlos Ruiz, Jun Han, Adeola Bannis, Patrick Tague, Hae Young Noh, and Pei Zhang. UniverSense: IoT Device Pairing Using Heterogeneous Sensing Signals. HotMobile 2018, Tempe, Arizona, USA, Feburary, 2018, Acceptance rate = 29.2%

[W8] Amelie Bonde, Shijia Pan, Zhenghua Jia, Yanyong Zhang, Hae Young Noh, and Pei Zhang. VVRRM: Vehicular Vibration-based Heart RR-Interval Monitoring System. HotMobile 2018, Tempe, Arizona, USA, Feburary, 2018, Acceptance rate = 29.2%

[C7] Jun Han, Shijia Pan, Manal Kumar Sinha, Hae Young Noh, Pei Zhang and Patrick Tague. SenseTribute: Smart Home Occupant Identification via Fusion Across On-Object Sensing Devices. BuildSys 2017, Delft, Netherlands, November, 2017 (Acceptance rate = 31.25%, Audience's Choice Award, paper)

[C6] Shijia Pan, Ceferino Ramirez, Mostafa Mirshekari, Jonathon Fagert, Albert Jin Chung, Chih Chi Hu, John Paul Shen, Hae Young Noh, and Pei Zhang. SurfaceVibe: Vibration-Based Tap and Swipe Tracking on Ubiquitous Surfaces. IPSN 2017, Pittsburgh, PA, United States, April 2017 (Acceptance rate = 18.3%, paper, slides).

[W5] Shijia Pan, Ningning Wang, Yuqiu Qian, Irem Velibeyoglu, Hae Young Noh and Pei Zhang. Indoor Person Identification through Footstep Induced Structural Vibration. HotMobile 2015, Santa Fe, New Mexico, USA, Feburary 2015 (paper, Acceptance rate = 28.8%)

[C4] Zheng Sun, Shijia Pan, Yu-Chi Su, and Pei Zhang. Headio: Zero-Configured Heading Acquisition for Indoor Mobile Devices Through Multimodal Context Sensing. ACM Ubicomp 2013, Zurich, Switzerland, September 2013. (Acceptance rate = 23.4%)

[C3] Aveek Purohit, Zheng Sun, Shijia Pan, and Pei Zhang. SugarTrail: Indoor Navigation in Retail Environments without Surveys and Maps. IEEE SECON 2013, New Orleans, USA, June 2013. (Acceptance rate = 29.5%)

[W2] Zheng Sun, Aveek Purohit, Shijia Pan, Frank Mokaya, Raja Bose, and Pei Zhang. Polaris: Getting Accurate Indoor Orientations for Mobile Devices Using Ubiquitous Visual Patterns on Ceilings. HotMobile 2012, San Diego, California, USA, February, 2012. (Acceptance rate = 20.6%) 

[C1] Zheng Sun, Aveek Purohit, Kaifei Chen, Shijia Pan, Trevor Pering, and Pei Zhang. PANDAA: Physical Arrangement Detection of Networked Devices through Ambient-Sound Awareness. ACM Ubicomp 2011, Beijing, China, September 2011. (Acceptance rate = 16.6%)

Other Conference/Workshop Publications

[W11] Carlos Ruiz, Shijia Pan, Hae Young Noh, and Pei Zhang. WhereWear: Calibration-freeWearable Device Identification through Ambient Sensing. In The 5th ACMWorkshop onWearable Systems and Applications (WearSys’19), June 21, 2019, Seoul, Republic of Korea.

[W10] Ji Jia, Chengtian Xu, Shijia Pan, Stephen Xia, Peter Wei, Hae Young Noh, Pei Zhang, and Xiaofan Jiang. Moisture Based Perspiration Level Estimation. Ubicomp Workshop CPD 2018.

[W9] Xinlei Chen, Xiangxiang Xu, Xinyu Liu, Shijia Pan, Jiayou He, Hae Young Noh, Lin Zhang, Pei Zhang. PGA: Physics Guided and Adaptive Approach for Mobile Fine-Grained Air Pollution Estimation. Ubicomp Workshop CPD 2018.

[W8] Tong Yu *, Shijia Pan *, Susu Xu, Xinlei Chen, Mostafa Mirshekari, Jonathon Fagert, Hae Young Noh, Pei Zhang, and Ole J. Mengshoel. ILPC: Iterative Learning using Physical Constraints in Real-world Sensing Data. AAAI Workshop SmartIoT 2018. (* equal contribution among authors. link)

[W7] Jonathon Fagert, Mostafa Mishekari, Shijia Pan, Pei Zhang and Haeyoung Noh. Monitoring hand-washing practices using structural vibrations In Proceedings of the 11th International Workshop on Structural Health Monitoring, Stanford University, Stanford, CA, USA, September 2017. (paper)

[C6] Jonathon Fagert, Mostafa Mishekari, Shijia Pan, Pei Zhang and Haeyoung Noh. Characterizing Left-Right Gait Balance Using Footstep-Induced Structural Vibrations. SPIE Smart Structure/NDE 2017, Portland, Oregon, United States, March 2017 (paper)

[C5] Shijia Pan, Mostafa Mishakeri, Pei Zhang and Haeyoung Noh. Occupant traffic estimation through structural vibration sensing. SPIE Smart Structure/NDE 2016, Las Vegas, Nevada, United States, March 2016 (paper)

[C4] Mostafa Mishekari, Shijia Pan, Pei Zhang and Haeyoung Noh. Characterizing wave propagation to improve indoor step-level person localization using floor vibration. SPIE Smart Structure/NDE 2016, Las Vegas, Nevada, United States, March 2016 (paper)

[C3] Lam, Mike, Mostafa Mirshekari, Shijia Pan, Pei Zhang, and Hae Young Noh. "Robust Occupant Detection Through Step-Induced Floor Vibration By Incorporating Structural Characteristics." in Proceedings of the International Modal Analysis Conference (IMAC) XXXIV. 2016. (paper)

[C2] Shijia Pan, Amelie Bonde, Jie Jing, Lin Zhang, Pei Zhang and Haeyoung Noh. BOES: Building Occupancy Estimation System Using Sparse Ambient Vibration Monitoring. SPIE Smart Structure/NDE 2014, San Diego, California, March 2014 (paper)

[W1] Shijia Pan, An Chen and Pei Zhang. Securitas: User Identification through RGB-NIR Camera Pair on Mobile Devices. ACM CCS-SPSM 2013, Berlin, Germany, November 2013

Poster/Demo/Abstract/Conference Talk

[T12] Jonathon Fagert, Mostafa Mirshekari, Shijia Pan, Pei Zhang, and Hae Young Noh. Vibration source characterization for human gait health monitoring using footstep-induced floor vibrations. Engineering Mechanics Institute (EMI) Conference 2019, 18 - 21 June 2019, Caltech.

[T11] Mostafa Mirshekari, Jonathon Fagert, Shijia Pan, Pei Zhang, and Hae Young Noh. Obstruction invariant indoor occupant localization uing footstep-induced structural vibration. Engineering Mechanics Institute (EMI) Conference 2019, 18 - 21 June 2019, Caltech.

[P10] Jonathon Fagert, Mostafa Mirshekari, Shijia Pan, Pei Zhang, and Hae Young Noh. Poster Abstract: Gait Health Monitoring through Footstep-Induced Floor Vibrations. ACM IPSN 2019, Montreal, April 2019. (Best Poster Award)

[A9] Shijia Pan, Mostafa Mirshekari, Jonathon Fagert, Pei Zhang, Hae Young Noh. (2018). Collaborative Sensor Grouping for Indoor Human Sensing through Structural Characterization. The 7th World Conference on Structural Control and Monitoring (WCSCM), 2018, Qingdao, China.

[T8] Mostafa Mirshekari, Jonathon Fagert, Shijia Pan, Pei Zhang, Hae Young Noh. (2018). Human Health Tracking through Gait-Induced Floor Vibrations Across Different Structures. 2018 ASCE Engineering Mechanics Institute Conference, Boston, MA. Best Student Paper Award (from Dynamics Committee).

[A7] Shijia Pan. Structure as Sensors: Learning Indoor Human Information from Physical Vibrations. ACM SenSys 2017 Doctoral Colloquium, Delft, Netherlands, November 2017 (Best Presentation Award, paper)

[P6] Shijia Pan, Kent Lyons, Mostafa Mirshekari, Hae Young Noh, and Pei Zhang. Multiple Pedestrian Tracking through Ambient Structural Vibration Sensing. ACM SenSys 2016, Stanford, November 2016 (Best Poster Award, paper)

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[P5] Mostafa Mirshekari, Shijia Pan, Adeola Bannis, YPM Lam, Pei Zhang, Hae Young Noh. Step-level person localization through sparse sensing of structural vibration. ACM IPSN 2015, Seattle, April 2015 (Best Poster Award)

[P4] Adeola Bannis, Shijia Pan, and Pei Zhang. Towards Targeted Gestures: Adding Directional Context to Gestures Using Doppler Effect. ACM Ubicomp 2014, Seattle, USA, September 2014

[D3] Shijia Pan, Yulai Shen, Zheng Sun, Priya Mahaja, Lin Zhang and Pei Zhang. Demo Abstract: Saving Energy in Smart Commercial Buildings through Social Gaming. ACM Ubicomp 2013, Zurich, Switzerland, September 2013, paper)

[D2] Shijia Pan, Bo Liu, Lin Zhang, and Pei Zhang. Demo Abstract: iCEnergy: Augmented Reality Display for Intuitive Energy Monitoring. SenSys 2012, Toronto, Canada, November, 2012

[D1] Zheng Sun, Aveek Purohit, Kaifei Chen, Shijia Pan, Trevor Pering, and Pei Zhang. Demo Abstract: PANDAA: Physical Arrangement Detection of Networked Devices through Ambient-Sound Awareness. ACM Ubicomp 2011, Beijing, China, September 2011 (Best Demo Award)

Patent

[2] ZHANG Pei, NOH Hae Young, PAN, Shijia, WANG Ningning, BONDE Amelie, and MIRSHEKARI Moustafa. Indoor identification of individuals through footstep induced structural vibration. U.S. Patent App. 15/544,928.

[1] CHEN, An M., and PAN, Shijia. "FEATURE IDENTIFICATION USING AN RGB-NIR CAMERA PAIR." U.S. Patent No. 20,150,035,961. 5 Feb. 2015.