CS 69/169: Mobile X

Readings

Don't panic. You do not need to read all papers. Some papers just provide background to help you understand the topic and the paper you plan to present.

Mobile Communication & Networking

  • [ZCB+19] A Framework for Analyzing Spectrum Characteristics in Large Spatio-temporal Scales. MobiCom. 2019.
  • [RMP+20] SkySense: Terrestrial and Aerial Spectrum Use Analysed Using Lightweight Sensing Technology with Weather Balloons. MobiSys. 2020.
  • [AB20] RFocus: Beamforming Using Thousands of Passive Antennas. NSDI. 2020.
  • [MAA+19] A millimeter wave network for billions of things. SIGCOMM, 2019.
  • [SMG+20] Millimeter-Wave Full Duplex Radios. MobiCom. 2020.
  • [CTZ+20] AmphiLight: Direct Air-Water Communication with Laser Light. NSDI. 2020.
  • [JA19] Underwater backscatter networking. SIGCOMM. 2019.
  • [GAR+20] Ultra-Wideband Underwater Backscatter via Piezoelectric Metamaterials. SIGCOMM. 2020.
  • [WWX+20] Turboboosting Visible Light Backscater Communication. SIGCOMM. 2020.
  • [ADH+20] WiTAG: Seamless WiFi Backscater Communication. SIGCOMM. 2020.
  • [RSC+20] Redefining passive in backscattering with commodity devices. MobiCom. 2020.
  • [WHS+20] Understanding and Embracing the Complexities of the Molecular Communication Channel in Liquids. MobiCom. 2020.
  • [WYP16] Diffusion Based Molecular Communication. Arxiv, 2016.
  • [JFS+19] Diffusive Molecular Communications with Reactive Molecules: Channel Modeling and Signal Design. Tmbmc. 2019.
  • [BNZ20] Bleep: Motor-Enabled Audio Side-Channel for Constrained UAVs. MobiCom. 2020.

Mobile Learning/AI

  • [LVA+20] SPINN: Synergistic Progressive Inference of Neural Networks over Device and Cloud. MobiCom. 2020.
  • [HSG+20] CLIO: Enabling automatic compilation of deep learning pipelines across IoT and Cloud. MobiCom. 2020.
  • [LIL+20] Intermittent Learning: On-Device Machine Learning on Intermittently Powered System. IMWUT/UBICOMP. 2020.
  • [LN20] Fast and Scalable In-memory Deep Multitask Learning via Neural Weight Virtualization. MobiSys. 2020.
  • [HAA20] Contactless Seismocardiography via Deep Learning Radars. MobiCom. 2020.
  • [BMR+20] Countering Acoustic Adversarial Attacks in Microphone-equipped Smart Home Devices. IMWUT/UBICOMP. 2020.
  • [LGK+20] Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity. IMWUT/UBICOMP. 2020.
  • [MLB+17] Akhil Mathur, Nicholas D. Lane, Sourav Bhattacharya, Aidan Boran, Claudio Forlivesi, Fahim Kawsar. DeepEye: Resource Efficient Local Execution of Multiple Deep Vision Models using Wearable Commodity Hardware. MobiSys. 2017.
  • [BL16] Sourav Bhattacharya and Nicholas D. Lane. Sparsification and Separation of Deep Learning Layers for Constrained Resource Inference on Wearables. SenSys. 2016.
  • [LGQ15] Nicholas D. Lane, Petko Georgiev, Lorena Qendro. DeepEar: Robust Smartphone Audio Sensing in Unconstrained Acoustic Environments using Deep Learning. UbiComp. 2015.

Mobile Sensing

  • [NPR+20] Hummingbird: energy efficient GPS receiver for small satellites. MobiCom. 2020.
  • [AAW+20] LocAP: Autonomous Millimeter Accurate Mapping of WiFi Infrastructure. NSID. 2020.
  • [SCW+20] Voice Localization Using Nearby Wall Reflections. MobiCom. 2020.
  • [AAW+20] Deep learning based wireless localization for indoor navigation. MobiCom. 2020.
  • [HLK+20] Food and Liquid Sensing in Practical Environments using RFIDs. NSDI. 2020.
  • [PSK+20] Osprey: A mmWave Approach to Tire Wear Sensing. MobiSys. 2020.
  • [CLL+20] ThermoWave: A New Paradigm of Wireless Passive Temperature Monitoring via mmWave Sensing. MobiCom. 2020.
  • [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.
  • [ZPZ+20] OptoSense: Towards Ubiquitous Self-Powered Ambient Light Sensing Surfaces. IMWUT/UBICOMP. 2020.
  • [OHW+20] Predicting Brain Functional Connectivity Using Mobile Sensing. IMWUT/UBICOMP. 2020.
  • [ZGS+20] PDLens: Smartphone Knows Drug Effectiveness among Parkinson's via Daily-Life Activity Fusion. MobiCom. 2020.
  • [YYW+20] BodyCompass: Monitoring Sleep Posture with Wireless Signals. IMWUT/UBICOMP. 2020.
  • [BGN20] Fatigue assessment using ECG and actigraphy sensors. ISWC. 2020.
  • [PDR+20] WAKE: A Behind-the-ear Wearable System for Microsleep Detection. MobiSys. 2020.
  • [TBR+20] Painometry: Wearable and Objective Quantification System for Acute Postoperative Pain. MobiSys. 2020.
  • [ZGC+20] RehabPhone: A Software-Defined Tool using 3D Printing and Smartphones for Personalized Home-based Rehabilitation. MobiSys. 2020.
  • [HL20] MET: a magneto-inductive sensing based electric toothbrushing monitoring system. MobiCom. 2020.

Mobile HCI

  • [PYW+20] EarSense: Earphones as a Teeth Activity Sensor. MobiCom. 2020.
  • [WXZ+20] UbiquiTouch: Self Sustaining Ubiquitous Touch Interfaces. IMWUT/UBICOMP. 2020.
  • [HHX+20] FingerTrak: Continuous 3D Hand Pose Tracking by Deep Learning Hand Silhouettes Captured by Miniature Thermal Cameras on Wrist. IMWUT/UBICOMP. 2020.
  • [ZPZ+20] OptoSense: Towards Ubiquitous Self-Powered Ambient Light Sensing Surfaces. IMWUT/UBICOMP. 2020.
  • [SFR+20] OptiStructures: Fabrication of Room-Scale Interactive Structures with Embedded Fiber Bragg Grating Optical Sensors and Displays. IMWUT/UBICOMP. 2020.
  • [SD20] ShArc: A Geometric Technique for Multi-Bend/Shape Sensing. CHI. 2020.
  • [FZD+20] Wireality: Enabling Complex Tangible Geometries in Virtual Reality with Worn Multi-String Haptics. CHI. 2020.
  • [TLP+20] A Skin-Stroke Display on the Eye-Ring Through Head-Mounted Displays. CHI. 2020.

Mobile Security/Privacy

  • [CLT+20] Wearable Microphone Jamming. CHI. 2020.
  • [RZD+20] SonicPrint: A Generally Adoptable and Secure Fingerprint Biometrics in Smart Devices. MobiSys. 2020.
  • [ZXC+20] Et Tu Alexa? When Commodity WiFi Devices Turn into Adversarial Motion Sensors. CCS. 2020.
  • [LDS+20] Privacy Adversarial Network: Representation Learning for Mobile Data Privacy. IMWUT/UBICOMP. 2020.
  • [RHC17] Nirupam Roy, Haitham Hassanieh, and Romit Roy Choudhury. BackDoor: Making Microphones Hear Inaudible Sounds. MobiSys. 2017.
  • [WWH+18] Wei Wang et al. Unlock with Your Heart: Heartbeat-based Authentication on Commercial Mobile Phones. IMWUT/UbiComp. 2018.
  • [LLH+18] Tian Liu, Ziyu Liu, Jun Huang, Rui Tan, and Zhen Tan. Blink and Flicker: Detecting Wireless Spy Cameras Via Stimulating and Probing. MobiSys. 2018.

Next-Generation Mobile Platform

  • [KHG+19] Phyjama: Physiological Sensing via Fiber-enhanced Pyjamas. IMWUT/UBICOMP. 2019.
  • [ZL20] Snacap: snacking behavior monitoring with smart fabric mechanomyography on the temporalis. ISWC. 2020.
  • [CND+20] Silver Tape: Inkjet-Printed Circuits Peeled-and-Transferred on Versatile Substrates. IMWUT/UBICOMP. 2020.
  • [ZMG+20] PneuSleeve: In-fabric Multimodal Actuation and Sensing in a Soft, Compact, and Expressive Haptic Sleeve. CHI. 2020.
  • [VYV20] BraceIO: biosensing through hydrogel dental ligatures. ISWC. 2020.

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.
  • [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.