CS 69/169: Mobile X

Readings

Here are expanded lists of papers for all topics. If you are interested in presenting papers that are in these lists (except those background lists) but not selected in the schedule page, let me know. We can be flexible in selecting papers to present as long as the paper is high-quality and relevant. Papers in the background lists just provide background to help you understand the topic.

Mobile Communication & Systems

  • [VSC21] L2D2: low latency distributed downlink for LEO satellites. SIGCOMM 2021.
  • [SPZ+21] A community-driven approach to democratize access to satellite ground stations. MobiCom 2021.
  • [GZL+21] Efficient Wideband Spectrum Sensing Using MEMS Acoustic Resonators. NSDI 2021.
  • [AB20] RFocus: Beamforming Using Thousands of Passive Antennas. NSDI. 2020.
  • [MCA21] mmTag: a millimeter wave backscatter network. SIGCOMM 2021.
  • [JSB21] Two beams are better than one: towards reliable and high throughput mmWave links. SIGCOMM. 2021.
  • [WZC+21] SpaceBeam: LiDAR-driven one-shot mmWave beam management. MobiSys 2021.
  • [LYX+21] Shrimp: A Robust Underwater Visible Light Communication System. MobiCom 2021.
  • [GZL21] A principled design for passive light communication. MobiCom 2021.
  • [CHJ+21] Pushing the Physical Limits of IoT Devices with Programmable Metasurfaces. NSDI 2021.
  • [MWJ+21] ShaZam: Charge-Free Wearable Devices via Intra-Body Power Transfer from Everyday Objects. IMWUT/UBICOMP 2021.

Mobile Learning/AI

  • [ZHW+21] nn-Meter: towards accurate latency prediction of deep-learning model inference on diverse edge devices. MobiSys 2021.
  • [WDC+21] AsyMo: scalable and efficient deep-learning inference on asymmetric mobile CPUs. MobiCom 2021.
  • [ZHL+21] Elf: Accelerate High-resolution Mobile Deep Vision with Content-aware Parallel Offloading. MobiCom 2021.
  • [KBH+21] zTT: learning-based DVFS with zero thermal throttling for mobile devices. MobiSys 2021.
  • [JLF+21] One Protocol to Rule Them All: Wireless Network-on-Chip using Deep Reinforcement Learning. NSDI 2021.
  • [CLT+21] NeckFace: Continuously Tracking Full Facial Expressions on Neck-mounted Wearables. IMWUT/UBICOMP 2021.
  • [PLK21] Enabling Real-time Sign Language Translation on Mobile Platforms with On-board Depth Cameras. IMWUT/UBICOMP 2021.
  • [MSW+21] DeepRange: Acoustic Ranging via Deep Learning. IMWUT/UBICOMP 2021.
  • [XNV+21] Listen2Cough: Leveraging End-to-End Deep Learning Cough Detection Model to Enhance Lung Health Assessment Using Passively Sensed Audio. IMWUT/UBICOMP 2021.

Mobile Sensing

  • [SPB+21] Millimetro: mmWave retro-reflective tags for accurate, long range localization. MobiCom 2021.
  • [GBR21] Owlet: enabling spatial information in ubiquitous acoustic devices. MobiSys 2021.
  • [HCH+21] Vi-liquid: unknown liquid identification with your smartphone vibration. MobiCom 2021.
  • [CLX+21] Thermotag: item-level temperature sensing with a passive RFID tag. MobiSys 2021.
  • [GGD+21] WiForce: Wireless Sensing and Localization of Contact Forces on a Space Continuum. NSDI 2021.
  • [INJ+20] Wireless steerable vision for live insects and insect-scale robots. Science Robotics 2020.
  • [JMB+20] Probing Sucrose Contents in Everyday Drinks Using Miniaturized Near-Infrared Spectroscopy Scanners. IMWUT/UBICOMP. 2020.
  • [FSR+21] HeadFi: bringing intelligence to all headphones. MobiCom 2021.
  • [MFM21] OESense: employing occlusion effect for in-ear human sensing. MobiSys 2021.
  • [SS21] Healthy diapering with passive RFIDs for diaper wetness sensing and urine pH identification. MobiSys 2021.
  • [KM21] Counting a stationary crowd using off-the-shelf wifi. MobiSys 2021.
  • [JGZ+21] SonicASL: An Acoustic-based Sign Language Gesture Recognizer Using Earphones. IMWUT/UBICOMP 2021.
  • [ZWJ+21] Your Smart Speaker Can "Hear" Your Heartbeat! IMWUT/UBICOMP 2021.
  • [HMA21] WiStress: Contactless Stress Monitoring using Wireless Signals. IMWUT/UBICOMP 2021.
  • [WNS+21] Objective Measures of Cognitive Load Using Deep Multi-Modal Learning: A Use-Case in Aviation. IMWUT/UBICOMP 2021.
  • [CXT+21] ApneaDetector: Detecting Sleep Apnea with Smartwatches. IMWUT/UBICOMP 2021.

Mobile HCI

  • [LH21] BitLight: Turning DLP Projections into an Interactive Surface through Bit-level Light Encoding. IMWUT/UBICOMP 2021.
  • [HBH21] ShadowSense: Detecting Human Touch in a Social Robot Using Shadow Image Classification. IMWUT/UBICOMP 2021.
  • [JHS+21] Designing Interactions Beyond Conscious Control: A New Model for Wearable Interfaces. IMWUT/UBICOMP 2021.
  • [XBZ+21] BackTrack: 2D Back-of-device Interaction Through Front Touchscreen. CHI 2021.
  • [XCY+21] FollowUpAR: enabling follow-up effects in mobile AR applications. MobiSys 2021.
  • [ZG21] Xihe: a 3D vision-based lighting estimation framework for mobile augmented reality. MobiSys 2021.
  • [JCF+21] Douleur: Creating Pain Sensation with Chemical Stimulant to Enhance User Experience in Virtual Reality. IMWUT/UBICOMP 2021.
  • [VP21] Exploration of Person-Independent BCIs for Internal and External Attention-Detection in Augmented Reality. IMWUT/UBICOMP 2021.
  • [CTF+21] PinpointFly: An Egocentric Position-control Drone Interface using Mobile AR. CHI 2021.

Mobile Security/Privacy

  • [TSS+21] MegaMind: a platform for security & privacy extensions for voice assistants. MobiSys. 2021.
  • [FYX+21] S3: Side-Channel Attack on Stylus Pencil through Sensors. IMWUT/UBICOMP 2021.
  • [SWL+21] IriTrack: Face Presentation Attack Detection Using Iris Tracking. IMWUT/UBICOMP 2021.
  • [SH21] EarFisher: Detecting Wireless Eavesdroppers by Stimulating and Sensing Memory EMR. NSDI 2021.
  • [WTZ+21] EarDynamic: An Ear Canal Deformation Based Continuous User Authentication Using In-Ear Wearables. IMWUT/UBICOMP 2021.
  • [HIL21] LensCap: split-process framework for fine-grained visual privacy control for augmented reality apps. MobiSys 2021.
  • [GST21] Unravelling Spatial Privacy Risks of Mobile Mixed Reality Data. IMWUT/UBICOMP 2021.

Next-Generation Mobile Platform

  • [ASM+21] OmniFiber: Integrated Fluidic Fiber Actuators for Weaving Movement-based Interactions into the ‘Fabric of Everyday Life’. UIST 2021.
  • [] Brainwear: towards multi-modal garment integrated EEG. IMWUT/UBICOMP 2021.
  • [MMM+21] ClothTiles: A Prototyping Platform to Fabricate Customized Actuators on Clothing using 3D Printing and Shape-Memory Alloys. CHI 2021.
  • [GSH+21] MetaSense: Integrating Sensing Capabilities into Mechanical Metamaterial. UIST 2021.
  • [LCC+21] PneuSeries: 3D Shape Forming with Modularized Serial-Connected Inflatables. UIST 2021.

Background Reading on Wireless Communication

  • [ARY95] J. Andersen, T. Rappaport, and S. Yoshida. Propagation Measurements and Models for Wireless Communications Channels. IEEE Communications Magazine. 1995.
  • [ABB+04] D. Aguayo et al. Link-level Measurements from an 802.11b Mesh Network. SIGCOMM. 2004.
  • [CJS+10] Jung Il Choi et al. Achieving Single Channel, Full Duplex Wireless Communication. MobiCom. 2010.
  • [JCK+11] Mayank Jain eta al. Practical, Real-time, Full Duplex Wireless. MobiCom. 2011.
  • [BMK13] Dinesh Bharadia, Emily McMilin, and Sachin Katti. Full Duplex Radios. SIGCOMM. 2013.
  • [BK14-NSDI] Dinesh Bharadia and Sachin Katti. Full Duplex MIMO Radios. NSDI. 2014.
  • [BK14] Dinesh Bharadia and Sachin Katti. FastForward: Fast and Constructive Full Duplex Relays. SIGCOMM. 2014.
  • [ALV+06] I. Akyildiz et al. NeXt generation/dynamic spectrum access/cognitive radio wireless networks: A survey. Computer Networks Journal (ELSEVIER). 2006.
  • [CZ05] L. Cao, and H. Zheng. Spectrum allocation in ad hoc networks via local bargaining. SECON. 2005.
  • [ZGS+08] X. Zhou et al. eBay in the Sky: strategy-proof wireless spectrum auctions. MobiCom. 2008.
  • [YZZ+12] Lei Yang et al. Enforcing Dynamic Spectrum Access with Spectrum Permits. MobiHoc. 2012.
  • [ZLB14] T. Zhang, N. Leng, and S. Banerjee. Vehicle-based Measurement Framework for Enhancing Whitespace Spectrum Databases. MobiCom. 2014.
  • [NZZ+14] A. Nika et al. Towards Commoditized Real-time Spectrum Monitoring. HotWireless. 2014.
  • [ZPL+15] Tan Zhang et al. A Wireless Spectrum Analyzer in Your Pocket. HotMobile. 2015.
  • [ARC+15] Andreas Achtzehn et al. CrowdREM: Harnessing the Power of the Mobile Crowd for Flexible Wireless Network Monitoring. HotMobile. 2015.
  • [SBK15] L. Shi, P. Bahl, and D. Katabi. Beyond Sensing: Multi-GHz Realtime Spectrum Analytics. NSDI. 2015.
  • [HAW08] D. Halperin, T. Anderson, D. Wetherall. Taking the Sting out of Carrier Sense: Interference Cancellation for Wireless LANs. MobiCom. 2008.
  • [GK08] S. Gollakota and D. Katabi. ZigZag Decoding: Combating Hidden Terminals in Wireless Networks. SIGCOMM. 2008.
  • [GPK09] S. Gollakota, S. Perli and D. Katabi. Interference Alignment and Cancellation. SIGCOMM. 2009.
  • [JHK13] K. Joshi, S. Hong, and S. Katti. PinPoint: Localizing Interfering Radios. NSDI. 2013.
  • [ZZW+13] X. Zhou et al. Practical Conflict Graphs for Dynamic Spectrum Distribution. SIGMETRICS. 2013.
  • [ZZZ+12] X. Zhou et al. Mirror Mirror on the Ceiling: Flexible Wireless Links for Data Centers. SIGCOMM 2012.
  • [ZZM+14] Y. Zhu et al. Demystifying 60GHz Outdoor Picocells. MobiCom. 2014.
  • [ZZZ+15] Yanzi Zhu et al. Reusing 60GHz Radios for Mobile Radar Imaging. MobiCom. 2015.
  • [SVZ+15] Sanjib Sur et al. 60 GHz Indoor Networking through Flexible Beams: A Link-Level Profiling. SIGMETRICS. 2015.
  • [WZZ17] Teng Wei et al. Facilitating Robust 60 GHz Network Deployment by Sensing Ambient Reflectors. NSDI. 2017.
  • [LHP+14] Liqun Li et al. Epsilon: A Visible Light Based Positioning System. NSDI. 2014.
  • [KPH+14] Ye-Sheng Kuo, Pat Pannuto, Ko-Jen Hsiao, and Prabal Dutta. Luxapose: Indoor Positioning with Mobile Phones and Visible Light. MobiCom. 2014.
  • [LLS+15] Jiangtao Li et al. Retro-VLC: Enabling Battery-free Duplex Visible Light Communication for Mobile and IoT Applications. HotMobile. 2015.
  • [YWZ+15] Zeyu Wang et al. Wearables Can Afford: Lightweight Visible Light Communication for Indoor Positioning. MobiSys. 2015.
  • [LLT+15] Hui-Yu Lee et al. RollingLight: Enabling Line-of-Sight Light-to-Camera Communications. MobiSys. 2015.
  • [ZTZ+15] Chi Zhang et al. Extending Mobile Interaction Through NearField Visible Light Sensing. MobiCom. 2015.
  • [LAT+15] Tianxing Li et al. Human Sensing Using Visible Light Communication. MobiCom. 2015.
  • [CCS+15] Jiska Classen et al. The Spy Next Door: Eavesdropping on High Throughput Visible Light Communications. VLCS. 2015.
  • [LPT+13] V. Liu et al. Ambient Backscatter: Wireless Communication Out of Thin Air. SIGCOMM. 2013.
  • [KPG+14] B. Kellogg et al. Wi-Fi Backscatter: Internet Connectivity for RF-Powered Devices. SIGCOMM. 2014.
  • [PLG+14] Aaron N. Parks et al. Turbocharging Ambient Backscatter Communication. SIGCOMM. 2014.
  • [BJK+15] Dinesh Bharadia, Kiran Joshi, Manikanta Kotaru, Sachin Katti. BackFi: High Throughput WiFi Backscatter. SIGCOMM. 2015.
  • [HZG15] Pan Hu, Pengyu Zhang, Deepak Ganesan. Laissez-Faire: Fully asymmetric backscatter communication. SIGCOMM. 2015.
  • [WIT+17] Anran Wang, Vikram Iyer, Vamsi Talla, Joshua R. Smith, and Shyamnath Gollakota. FM Backscatter: Enabling Connected Cities and Smart Fabrics. NSDI. 2017.
  • [RGC15] Nirupam Roy, Mahanth Gowda, and Romit Roy Choudhury. Ripple: Communicating through Physical Vibration. NSDI. 2015.
  • [PHW+14] Tobias Grosse-Puppendahl et al. Capacitive Near-Field Communication for Ubiquitous Interaction and Perception. UbiComp. 2014.
  • [JFY+14] Weiwei Jiang et al. Pulse: Low Bitrate Wireless Magnetic Communication for Smartphones. UbiComp. 2014.

Background Reading on Wireless Systems and Applications

  • [KPH+14] Ye-Sheng Kuo, Pat Pannuto, Ko-Jen Hsiao, and Prabal Dutta. Luxapose: Indoor Positioning with Mobile Phones and Visible Light. MobiCom. 2014.
  • [LHP+14] Liqun Li et al. Epsilon: A Visible Light Based Positioning System. NSDI. 2014.
  • [AVK+15] Omid Abari et al. Caraoke: An E-Toll Transponder Network for Smart Cities. SIGCOMM. 2015.
  • [KJB+15] Manikanta Kotaru et al. SpotFi: Decimeter Level Localization Using WiFi. SIGCOMM. 2015.
  • [XSJ15] Jie Xiong, Karthikeyan Sundaresan, and Kyle Jamieson. ToneTrack: Leveraging Frequency-Agile Radios for Time-Based Indoor Wireless Localization. MobiCom. 2015.
  • [JA19] Underwater backscatter networking. SIGCOMM. 2019.
  • [GAR+20] Ultra-Wideband Underwater Backscatter via Piezoelectric Metamaterials. SIGCOMM. 2020.
  • [PGG+13] Q. Pu et al. Whole-Home Gesture Recognition Using Wireless Signals. MobiCom. 2013.
  • [WVK14] J. Wang, D. Vasisht, and D. Katabi. RF-IDraw: Virtual Touch Screen in the Air Using RF Signals. SIGCOMM. 2014.
  • [AKK+14] F. Adib et al. 3D Tracking via Body Radio Reflections. NSDI. 2014.
  • [HNG14] Donny Huang, Rajalakshmi Nandakumar, and Shyamnath Gollakota. Feasibility and Limits of Wi-Fi Imaging. SenSys. 2014.
  • [BJK13] Dinesh Bharadia, Kiran Raj Joshi, and Sachin Katti. Full Duplex Backscatter. HotNets. 2013.
  • [KTG14] Bryce Kellogg, Vamsi Talla, and Shyamnath Gollakota. Bringing Gesture Recognition to All Devices. NSDI. 2014.
  • [JBK+15] Kiran Joshi, Dinesh Bharadia, Manikanta Kotaru, and Sachin Katti. WiDeo: Fine-grained Device-free Motion Tracing using RF Backscatter. NSDI. 2015.
  • [AKK15] Fadel Adib, Zachary Kabelac, and Dina Katabi. Multi-Person Localization via RF Body Reflections. NSDI. 2015.
  • [GPL14] Jeremy Gummeson, Bodhi Priyantha, and Jie Liu. An energy harvesting wearable ring platform for gesture input on surfaces. MobiSys. 2014.
  • [HCH+14] Kiryong Ha et al. Towards wearable cognitive assistance. MobiSys. 2014.
  • [SM15] G. Enrico Santagati and Tommaso Melodia. U-Wear: Software-Defined Ultrasonic Networking for Wearable Devices. MobiSys. 2015.
  • [LGM+15] Nicholas D. Lane et al. ZOE: A Cloud-less Dialog-enabled Continuous Sensing Wearable Exploiting Heterogeneous Computation. MobiSys. 2015.
  • [MTH+15] Addison Mayberry et al. CIDER: Enabling Robustness-Power Tradeoffs on a Computational Eyeglass. MobiCom. 2015.
  • [PSM+11] Aveek Purohit et al. SensorFly: Controlled-mobile Sensing Platform for Indoor Emergency Response Applications. IPSN. 2011.
  • [BVP15] Bertold Van den Bergh, Tom Vermeulen, and Sofie Pollin. Analysis of Harmful Interference to and from Aerial IEEE 802.11 Systems. DroNet. 2015.
  • [HKZ+15] Mohammed Ayyoob Ahamed Hamza et al. A Quadcopter Controller to Maintain Radio Link Quality. DroNet. 2015.
  • [CH10] Aaron Carroll and Gernot Heiser. An Analysis of Power Consumption in a Smartphone. USENIX ATC. 2010.
  • [BBV09] N. Balasubramanian, A. Balasubramanian, and A. Venkataramani. Energy Consumption in Mobile Phones: A Measurement Study and Implications for Network Applications. IMC. 2009.
  • [HQG12] Junxian Huang, Feng Qian, and Alexandre Gerber. A Close Examination of Performance and Power Characteristics of 4G LTE Networks 4G Energy Model. MobiSys. 2012.
  • [PHZ12] A. Pathak, Y. C. Hu, and M. Zhang. Where is the energy spent inside my app? Fine Grained Energy Accounting on Smartphones with Eprof. EuroSys. 2012.
  • [DNS+14] Shuo Deng, Ravi Netravali, Anirudh Sivaraman, and Hari Balakrishnan. WiFi, LTE, or Both? Measuring Multi-Homed Wireless Internet Performance. IMC. 2014.
  • [JK14] J. Jadidian and D. Katabi. Magnetic MIMO: How To Charge Your Phone in Your Pocket. MobiCom. 2014.
  • [SKK+15] Lixin Shi, Zachary Kabelac, Dina Katabi, and David Perreault. Wireless Power Hotspot that Charges All of Your Devices. MobiCom. 2015.
  • [ZYS+15] Chen Zhao et al. Powering Wireless Sensor Nodes with Ambient Temperature Changes. UbiComp. 2014.
  • [BCD+15] Anirudh Badam et al. Software Defined Batteries. SOSP. 2015.
  • [AH13] Y. Agarwal and M. Hall. ProtectMyPrivacy: Detecting and Mitigating Privacy Leaks on iOS Devices Using Crowdsourcing. MobiSys. 2013.
  • [CSR+14] Supriyo Chakraborty et al. ipShield: A Framework For Enforcing Context-Aware Privacy. NSDI. 2014.
  • [ZX14] Ruogu Zhou and Guoliang Xing. nShield: A Noninvasive NFC Security System for Mobile Device. MobiSys. 2014.
  • [HWK15] Haitham Hassanieh, Jue Wang, and Dina Katabi. Securing RFIDs by Randomizing the Modulation and Channel. NSDI. 2015.
  • [WWZ+15] Teng Wei et al. Acoustic Eavesdropping through Wireless Vibrometry. MobiCom. 2015.
  • [YS14] Vivek Yenamandra and Kannan Srinivasan. Vidyut: Exploiting Power Line Infrastructure For Enterprise Wireless Networks. SIGCOMM. 2014.
  • [JMC15] Puneet Jain, Justin Manweiler, and Romit Roy Choudhury. OverLay: Practical Mobile Augmented Reality. MobiSys. 2015.