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16th ACM SenSys 2018: Shenzhen, China
- Gowri Sankar Ramachandran, Bhaskar Krishnamachari:

Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems, SenSys 2018, Shenzhen, China, November 4-7, 2018. ACM 2018, ISBN 978-1-4503-5952-8
On the Road
- Zhou Qin, Zhihan Fang, Yunhuai Liu, Chang Tan, Wei Chang, Desheng Zhang

:
EXIMIUS: A Measurement Framework for Explicit and Implicit Urban Traffic Sensing. 1-14 - Hongyu Li, Hairong Wang, Luyang Liu, Marco Gruteser:

Automatic Unusual Driving Event Identification for Dependable Self-Driving. 15-27 - Salma Elmalaki, Huey-Ru Tsai, Mani B. Srivastava

:
Sentio: Driver-in-the-Loop Forward Collision Warning Using Multisample Reinforcement Learning. 28-40
Without Batteries
- Kasim Sinan Yildirim

, Amjad Yousef Majid
, Dimitris Patoukas, Koen Schaper, Przemyslaw Pawelczak, Josiah D. Hester
:
InK: Reactive Kernel for Tiny Batteryless Sensors. 41-53 - Hoang Truong, Shuo Zhang

, Ufuk Muncuk
, Phuc Nguyen, Nam Bui
, Anh Nguyen, Qin Lv, Kaushik R. Chowdhury
, Thang N. Dinh
, Tam Vu:
CapBand: Battery-free Successive Capacitance Sensing Wristband for Hand Gesture Recognition. 54-67
Trust no one
- Zhengxiong Li, Zhuolin Yang, Chen Song, Changzhi Li

, Zhengyu Peng, Wenyao Xu:
E-Eye: Hidden Electronics Recognition through mmWave Nonlinear Effects. 68-81 - Jianwei Qian, Haohua Du, Jiahui Hou, Linlin Chen, Taeho Jung, Xiang-Yang Li:

Hidebehind: Enjoy Voice Input with Voiceprint Unclonability and Anonymity. 82-94 - Tusher Chakraborty, Akshay Uttama Nambi, Ranveer Chandra, Rahul Sharma, Manohar Swaminathan, Zerina Kapetanovic

, Jonathan Appavoo:
Fall-curve: A novel primitive for IoT Fault Detection and Isolation. 95-107
Lost
- Rajalakshmi Nandakumar, Vikram Iyer

, Shyamnath Gollakota:
3D Localization for Sub-Centimeter Sized Devices. 108-119 - Ioannis Pefkianakis, Kyu-Han Kim:

Accurate 3D Localization for 60 GHz Networks. 120-131 - Bernhard Großwindhager, Michael Rath, Josef Kulmer, Mustafa S. Bakr

, Carlo Alberto Boano, Klaus Witrisal, Kay Römer:
SALMA: UWB-based Single-Anchor Localization System using Multipath Assistance. 132-144
Staying Connected
- Carsten Herrmann, Fabian Mager

, Marco Zimmerling:
Mixer: Efficient Many-to-All Broadcast in Dynamic Wireless Mesh Networks. 145-158 - Yan Li, Zicheng Chi, Xin Liu, Ting Zhu:

Passive-ZigBee: Enabling ZigBee Communication in IoT Networks with 1000X+ Less Power Consumption. 159-171 - Yoon Chae, Shuai Wang, Song Min Kim:

Exploiting WiFi Guard Band for Safeguarded ZigBee. 172-184 - Zhiqing Luo, Wei Wang, Jun Qu, Tao Jiang, Qian Zhang

:
ShieldScatter: Improving IoT Security with Backscatter Assistance. 185-198
Rethinking Sensing
- Ali Kiaghadi, Morgan Baima, Jeremy Gummeson, Trisha Andrew, Deepak Ganesan:

Fabric as a Sensor: Towards Unobtrusive Sensing of Human Behavior with Triboelectric Textiles. 199-210 - Hyosu Kim, Anish Byanjankar, Yunxin Liu, Yuanchao Shu

, Insik Shin:
UbiTap: Leveraging Acoustic Dispersion for Ubiquitous Touch Interface on Solid Surfaces. 211-223 - Zhenhua Jia, Xinmeng Lyu, Wuyang Zhang, Richard P. Martin, Richard E. Howard, Yanyong Zhang:

Continuous Low-Power Ammonia Monitoring Using Long Short-Term Memory Neural Networks. 224-236 - Zicheng Chi, Yao Yao, Tiantian Xie, Xin Liu

, Zhichuan Huang, Wei Wang
, Ting Zhu:
EAR: Exploiting Uncontrollable Ambient RF Signals in Heterogeneous Networks for Gesture Recognition. 237-249
Tomorrow's systems
- Niels Reijers, Chi-Sheng Shih:

CapeVM: A Safe and Fast Virtual Machine for Resource-Constrained Internet-of-Things Devices. 250-263 - Hyung-Sin Kim, Michael P. Andersen, Kaifei Chen, Sam Kumar

, William J. Zhao, Kevin Ma, David E. Culler:
System Architecture Directions for Post-SoC/32-bit Networked Sensors. 264-277 - Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher:

FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. 278-291 - Kaifei Chen, Tong Li, Hyung-Sin Kim, David E. Culler, Randy H. Katz:

MARVEL: Enabling Mobile Augmented Reality with Low Energy and Low Latency. 292-304
Posters and Demos
- Yuezhou Zhang, Zhicheng Yang

, Zhengbo Zhang, Xiaoli Liu, Desen Cao, Peiyao Li, Jiewen Zheng, Ke Lan:
Automated Sleep Period Estimation in Wearable Multi-sensor Systems. 305-306 - Yige Zhang, Weixiong Rao

, Yu Xiao
:
Deep Neural Network-based Telco Outdoor Localization. 307-308 - Shengkai Zhang

, Sheyang Tang
, Wei Wang, Tao Jiang:
WINS: WiFi-Inertial Indoor State Estimation for MAVs. 309-310 - Zhiqiang Zhang

, Weixiong Rao, Xiaolei Di, Peng Zhao, Xiaofeng Xu, Fehmi Ben Abdesslem:
Frequent Pattern-based Trajectory Completion. 311-312 - Yuezhou Zhang, Zhicheng Yang

, Zhengbo Zhang, Peiyao Li, Desen Cao, Xiaoli Liu, Jiewen Zheng, Qian Yuan, Jianli Pan:
Breathing Disorder Detection Using Wearable Electrocardiogram And Oxygen Saturation. 313-314 - Ritiz Tambi, Paul Li, Jun Yang:

An efficient CNN model for transportation mode sensing. 315-316 - Hudson Ayers, Paul Thomas Crews, Hubert Hua Kian Teo, Conor McAvity, Amit Levy, Philip Alexander Levis:

Design Considerations for Low Power Internet Protocols. 317-318 - Ke Lin, Siyao Cheng, Jianzhong Li, Yang Zhang, Hong Gao:

sKey: A Sensing-free Smart Key Handle. 319-320 - Yuezhong Wu, Wen Hu

, Mahbub Hassan:
Learning for Device Pairing in Body Area Networks. 321-322 - Chao Huang, Fengli Xu, Yong Li, Xinlei Chen, Pei Zhang:

Locally Differentially Private Participant Recruitment for Mobile Crowdsourcing. 323-324 - Jun Liu, Weitao Xu

, Wen Hu
:
Energy Efficient LPWAN Decoding via Joint Sparse Approximation. 325-326 - Yi Li, Junyan Ma, Te Zhang:

HATBED: Hardware Assisted Tracing Testbed for Embedded Networked Sensor Systems. 327-328 - Kazuhiro Mikami, Yin Chen, Jin Nakazawa:

Using Deep Learning to Count Garbage Bags. 329-330 - Myeonghwi Kim, Inhwan Kim, Miran Lee, Beakcheol Jang:

Worldwide emerging disease-related information extraction system from news data. 331-332 - Hoa Van Nguyen

, Michael Chesser, Fei Chen, Seyed Hamid Rezatofighi, Damith Chinthana Ranasinghe:
Autonomous UAV sensor system for searching and locating VHF radio-tagged wildlife. 333-334 - Arata Hirano, Shota Shimada, Hiromichi Hashizume, Masanori Sugimoto:

Selective Visible Light Communication for Multiple Video Cameras using a Single Light Source. 335-336 - He Li, Tian Xiao, Yihua Lan, Qinglei Qi, Quan Liu, Jinjiang Liu:

Image Compression Task Coordination Mechanism Based on Dynamic Alliance in Mobile Wireless Multimedia Sensor Networks. 337-338 - Han Zhou, Yi Gao, Xinyi Song, Wenxin Liu, Wei Dong, Yuefang Jiang:

Wearable-based Human-Computer Interaction with LimbMotion. 339-340 - Sébastien Faye

, Foued Melakessou, Djamel Khadraoui:
DISCO: Ultra-Lightweight Mobility Discovery. 341-342 - Zhiyuan Liu, Feitong Qiao, Haotian Long, Guang Li:

GazeLabel: A Cost-free Data Labeling System with Public Displays using Eye-tracking. 343-344 - Sébastien Faye

, Djamel Khadraoui:
Interpreting Contextual Information through User-centric Network Discovery. 345-346 - Holly Chiang, Daniel B. Giffin, Amit Levy, Philip Alexander Levis:

Dynamic Multi-Clock Management for Embedded Systems. 347-348 - Yue Zhang, Shijia Pan, Jonathon Fagert, Mostafa Mirshekari, Hae Young Noh, Pei Zhang, Lin Zhang:

Vibration-Based Occupant Activity Level Monitoring System. 349-350 - Jian Zhang, Heng Zhang, Yanlong Wang, Liling Bo, Jing Sun:

Automatic Detection of Minimal Repeated Pattern in Printing Fabric Images. 351-352 - Yuan He, Junchen Guo

, Long Liu, Haozhen Liu, Xinpeng Zhang, Qilong Zhao, Xiaolong Zheng, Meng Jin, Ting Wang, Chunya Liu, Yao Luo, Songzhen Yang, Chengkun Jiang, Xiuzhen Guo, Zihao Yu:
IoT for the Power Industry: Recent Advances and Future Directions with Pavatar. 353-354 - Yoon Chae, Song Min Kim:

Safeguarded ZigBee via WiFi Guard Band. 355-356 - Chongguang Bi, Guoliang Xing:

Real-time Attitude and Motion Tracking for Mobile Device in Moving Vehicle. 357-358 - Nazia Hossain, Mahmuda Naznin

:
Sensing Emotion from Voice Jitter. 359-360 - Laksh Bhatia, Ivana Tomic

, Julie A. McCann:
LPWA-MAC: a Low Power Wide Area network MAC protocol for cyber-physical systems. 361-362 - Fei Ma, Weixi Gu, Wei Zhang, Shiguang Ni

, Shao-Lun Huang, Lin Zhang:
Speech Emotion Recognition via Attention-based DNN from Multi-Task Learning. 363-364 - Sanghoon Jeon, Anand Paul

, Sang Hyuk Son, Yongsoon Eun:
Sleep Position Management System for Enhancing Sleep Quality using Wearable Devices. 365-366 - Sanghoon Jeon, Hee-Jung Yoon, Yang Soo Lee, Sang Hyuk Son, Yongsoon Eun:

Biometric Gait Identification for Exercise Reward System using Smart Earring. 367-368 - Michael Chesser, Leon Chea, Damith Chinthana Ranasinghe:

Field Deployable Real-Time Indoor Spatial Tracking System for Human Behavior Observations. 369-370 - Fahim Kawsar, Chulhong Min, Akhil Mathur, Alessandro Montanari

, Utku Günay Acer
, Marc Van den Broeck:
eSense: Open Earable Platform for Human Sensing. 371-372 - Laksh Bhatia, David E. Boyle, Julie A. McCann:

Aerial Interactions with Wireless Sensors. 373-374 - Tusher Chakraborty, Akshay Uttama Nambi, Ranveer Chandra, Rahul Sharma, Manohar Swaminathan, Zerina Kapetanovic:

Sensor Identification and Fault Detection in IoT Systems. 375-376 - Chris Xiaoxuan Lu

, Peijun Zhao, Bowen Du, Hongkai Wen
, Andrew Markham, Stefano Rosa
, Niki Trigoni
:
Automatic Face Recognition Adaptation via Ambient Wireless Identifiers. 377-378 - Yue Mao, Zeyu Zhang, Hua Sun, Yang Chen:

CitySense: A Data Collection Approach for City Computing Applications. 379-380 - Guojun Chen, Purui Wang, Lilei Feng, Yue Wu, Xieyang Xu, Yang Shen, Chenren Xu:

Long Range Retroreflective V2X Communication with Polarization-based Differential Reception. 381 - Chao Feng, Xinyi Li, Liqiong Chang, Jie Xiong

, Xiaojiang Chen, Dingyi Fang, Baoying Liu, Feng Chen, Tao Zhang:
Material Identification with Commodity Wi-Fi Devices. 382-383 - Kun-Chan Lan, Guan-Sheng Li, Jun-Xiang Zhang:

Toward Automated Acupressure Therapy. 384-385 - Sam Kumar, Michael P. Andersen, Hyung-Sin Kim, David E. Culler:

Bringing Full-Scale TCP to Low-Power Networks. 386-387 - Kun-Chan Lan, Guan-Sheng Li, Jun-Xiang Zhang:

Toward Automated Acupressure Therapy. 388-389 - Xiaoran Fan, Zhenzhou Qi, Zhenhua Jia, Yanyong Zhang:

Enabling Concurrent IoT Transmissions in Distributed C-RAN. 390-391 - Soyoung Jeong, Taewoo Kim, M. Rasit Eskicioglu:

Human Activity Recognition Using Motion Sensors. 392-393 - Zhihe Zhao

, Zhehao Jiang
, Neiwen Ling
, Xian Shuai, Guoliang Xing:
ECRT: An Edge Computing System for Real-Time Image-based Object Tracking. 394-395 - Wei Zhang, Weixi Gu, Fei Ma, Shiguang Ni

, Lin Zhang, Shao-Lun Huang:
Multimodal Emotion Recognition by extracting common and modality-specific information. 396-397 - Gaia Maselli

, Mauro Piva
:
SECY APP: Self Configuration and Easy Management for Software Defined Smart Homes. 398-399 - Sujata Pal

, Anindo Ghosh, Vivek Sethi
:
Vehicle Air Pollution Monitoring Using IoTs. 400-401 - Fisayo Caleb Sangogboye

, Mikkel Baun Kjærgaard
:
Real-time Occupancy Correction Method for 3D Stereovision Counting Cameras. 402-403 - Samuel Chang Bing Wong, Domenico Balsamo, Geoff V. Merrett:

An Energy-driven Wireless Bicycle Trip Counter with Zero Energy Storage. 404-405 - Ahmed E. Khaled, Wyatt Lindquist, Sumi Helal

:
DIY Health IoT Apps. 406-407 - Min Wu, Jiayi Huang, Ning Liu, Rui Ma, Yue Wang, Lin Zhang:

A Hybrid Air Pollution Reconstruction by Adaptive Interpolation Method. 408-409 - Qianjin Du, Weixi Gu, Lin Zhang, Shao-Lun Huang:

Attention-based LSTM-CNNs For Time-series Classification. 410-411 - Adeola Bannis

, Hae Young Noh, Pei Zhang:
Robust Detection of Motor-Produced Audio Signals. 412-413 - Shiwei Fang

, Shahriar Nirjon:
AI-Enhanced 3D RF Representation Using Low-Cost mmWave Radar. 414-415 - Chenxi Yang, Yang Chen, Yuan Xuan:

Sensing People's Time Management Behaviors: A Study Using Wearable Devices. 416-417 - Abu Bakar, Josiah D. Hester:

The Energy Harvesting Mode Abstraction. 418-419 - Weixi Gu, Yue Zhang, Fei Ma, Khalid M. Mosalam

, Lin Zhang, Shiguang Ni
:
Real-Time Emotion Detection via E-See. 420-421 - Federico Amedeo Izzo, Lorenzo Aspesi, Alberto Bellini, Chiara Pacchiarotti, Federico Caimi, Gianluigi Persano, Niccolò Izzo

, Pietro Tordini, Luca Mottola, Massimo Bianchini, Stefano Maffei:
64Key: A Mesh-based Collaborative Plaform. 422-423 - Jun Hao Teh, Vishal Choudhary, Hock Beng Lim:

A Smart Ontology-driven IoT Platform. 424-425 - Rui Ma

, Xiangxiang Xu
, Hae Young Noh, Pei Zhang, Lin Zhang:
Generative Model Based Fine-Grained Air Pollution Inference for Mobile Sensing Systems. 426-427 - Xuanjiao Zhu, Marcus Handte

, M. Rasit Eskicioglu:
RF Technologies for Indoor Localization and Positioning. 428-429 - Laura Marie Feeney, Charalampos Orfanidis, Martin Jacobsson, Per Gunningberg:

Preliminary results on LoRaWAN and IEEE 802.15.4-SUN Interference. 430-431

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