CS 598tar


Please refer to this page for the reading list. This list will be populated gradually as the corresponding topics are covered. Papers for which critique/summaries are due will be highlighted in red. No readings are due the first week.

Color coding: suggested reading - required reading - required critique

Readings for 1/31: Urban Sensing – Exploiting the Crowd (from early visions to the present)

J. Burke, D. Estrin, M. Hansen, A. Parker, N. Ramanathan, S. Reddy, M. B. Srivastava. “Participatory sensing,” In Proc. World Sensor Web Workshop, ACM Sensys, Boulder, Colorado, October 31, 2006.

Andrew T. Campbell, Shane B. Eisenman, Nicholas D. Lane, Emiliano Miluzzo, and Ronald A. Peterson, “People-centric Urban Sensing,” In Proc. 2nd annual international workshop on Wireless Internet (WICON), 2006.

Tarek Abdelzaher, Yaw Anokwa, Péter Boda, Jeff Burke, Deborah Estrin, Leonidas Guibas, Aman Kansal, Sam Madden, Jim Reich, “Mobiscopes for Human Spaces,” IEEE Pervasive, Vol. 6, No. 2, pp. 20-29, April 2007.

Raghu Ganti, Fan Ye, and Hui Lei, “Mobile CrowdSensing: Current State and Future Challenges,” IEEE Communications Magazine - Special issue on IoT, Vol. 49, No. 11, November 2011.

Mani Srivastava, Tarek Abdelzaher, Boleslaw K. Szymanski, “Human-centric Sensing,” Philosophical Transactions of the Royal Society, special issue on Wireless Sensor Networks, Vol. 370, No. 1958, pp. 176-197, January 2012.

Dong Wang, Bolek Szymanski, Tarek Abdelzaher, Heng Ji, and Lance Kaplan, "The Age of Social Sensing," IEEE Computer, 2018.

Readings for 2/2: Personal Sensing (Home/Indoor)

Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek Abdelzaher, "VibeBin: A Vibration-Based Waste Bin Level Detection System," Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), also presented at Ubicomp, Maui, HI, September 2017.

Anh Nguyen, Raghda Alqurashi, Zohreh Raghebi, Farnoush Banaei-kashani, Ann C. Halbower, and Tam Vu, “A Lightweight and Inexpensive In-ear Sensing System For Automatic Whole-night Sleep Stage Monitoring,” ACM SenSys, November 2016.

Joshua Adkins and Prabal Dutta, “Monoxalyze: Verifying Smoking Cessation with a Keychain-sized Carbon Monoxide Breathalyzer,” ACM SenSys, November 2016.

Hua Huang and Shan Lin, “Toothbrushing Monitoring using Wrist Watch,” ACM SenSys, November 2016.

Valerie Galluzzi, Ted Herman, and Philip Polgreen, “Hand Hygiene Duration and Technique Recognition Using Wrist-worn Sensors,” IEEE/ACM IPSN, April 2015.

Readings for 2/7: Personal Sensing (Context Detection and Localization)

Samuli Hemminki, Petteri Nurmi, and Sasu Tarkoma, “Accelerometer-based Transportation Mode Detection on Smartphones,” ACM SenSys, November 2013

Valentin Radu, Panagiota Katsikouli, Rik Sarkar, Mahesh K. Marina, “A Semi-Supervised Learning Approach for Robust Indoor-Outdoor Detection with Smartphones,” ACM Sensys, November 2014

Song Liu and Tian He, “SmartLight: Light-weight 3D Indoor Localization Using a Single LED Lamp,” ACM Sensys, Delft, The Netherlands, November 2017

Manuel Eichelberger, Kevin Luchsinger, Simon Tanner, and Roger Wattenhofer, “Indoor Localization with Aircraft Signals,” ACM Sensys, Delft, The Netherlands, November 2017

Readings for 2/9: Personal Sensing (Supporting Emerging Applications)

Deep Learning: Nicholas D. Lane and Petko Georgiev, “Can Deep Learning Revolutionize Mobile Sensing?” ACM HotMobile, February 2015

Augmented Reality: Puneet Jain, Justin Manweiler, Romit Roy Choudhury, “OverLay: Practical Mobile Augmented Reality,” ACM Mobisys, May 2015

Virtual Reality: Tianxing Li, Qiang Liu, Xia Zhou “Ultra-Low Power Gaze Tracking for Virtual Reality,” ACM Sensys, Delft, The Netherlands, November 2017 (Critique required.)

Readings for 2/14: Interaction Sensing (Monitoring Human Interactions)

Denise Frauendorfer, Marianne Schmid Mast, Laurent Son Nguyen, Daniel Gatica-Perez, “Nonverbal Social Sensing in Action: Unobtrusive Recording and Extracting of Nonverbal Behavior in Social Interactions Illustrated with a Research Example,” Journal of Nonverbal Behavior, Vol. 38, No. 2, June 2014

Z. Zhou, L. Shangguan, X. Zheng, L. Yang and Y. Liu, "Design and Implementation of an RFID-Based Customer Shopping Behavior Mining System," in IEEE/ACM Transactions on Networking, vol. 25, no. 4, pp. 2405-2418, Aug. 2017

Alessandro Montanari, Cecilia Mascolo, Kerstin Sailer, and Sarfraz Nawaz, “Detecting Emerging Activity-Based Working Traits through Wearable Technology,” Proc. ACM Interact. Mob. Wearable Ubiquitous Technology (IMWUT), September 2017

Readings for 2/16: Group Behavior Sensing

Wai-Tian Tan, Mary Baker, Ramin Samadani, Bowon Lee, “The Sound of Silence,” ACM Sensys, November 2013

Rijurekha Sen, Youngki Lee, Kasthuri Jayarajah, Archan Misra, Rajesh Krishna Balan, “GruMon: Fast and Accurate Group Monitoring for Heterogeneous Urban Spaces,” ACM Sensys, November 2014 (Critique required.)

Tadashi Okoshi and Vu Lu, Chetna Vig, Youngki Lee, Rajesh Krishna Balan, and Archan Misra, “QueueVadis: Queuing Analytics using Smartphones,” IEEE/ACM IPSN, April 2015