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ORCID20th ACM SenSys 2022: Boston, MA, USA
- Jeremy Gummeson, Sunghoon Ivan Lee, Jie Gao, Guoliang Xing:
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, SenSys 2022, Boston, Massachusetts, November 6-9, 2022. ACM 2022, ISBN 978-1-4503-9886-2
New Applications
- Kittipat Apicharttrisorn, Jiasi Chen, Vyas Sekar, Anthony Rowe, Srikanth V. Krishnamurthy
:
Breaking Edge Shackles: Infrastructure-Free Collaborative Mobile Augmented Reality. 1-15 - Yuze He, Li Ma, Jiahe Cui, Zhenyu Yan, Guoliang Xing, Sen Wang, Qintao Hu, Chen Pan:
AutoMatch: Leveraging Traffic Camera to Improve Perception and Localization of Autonomous Vehicles. 16-30 - Ding Zhang, Puqi Zhou, Bo Han, Parth H. Pathak:
M5: Facilitating Multi-User Volumetric Content Delivery with Multi-Lobe Multicast over mmWave. 31-46 - Shujie Zhang, Tianyue Zheng, Hongbo Wang, Zhe Chen, Jun Luo:
Quantifying the Physical Separability of RF-Based Multi-Person Respiration Monitoring via SINR. 47-60 - Zhenyu Yan, Rui Tan, Qun Song, Chris Xiaoxuan Lu:
Telesonar: Robocall Alarm System by Detecting Echo Channel and Breath Timing. 61-74 - Junbo Zhang, Gaurav Balakrishnan, Sruti Srinidhi, Arnav Bhat, Swarun Kumar, Christopher Bettinger:
NFCapsule: An Ingestible Sensor Pill for Eosinophilic Esophagitis Detection Based on near-Field Coupling. 75-90
Machine Learning for Mobile Systems
- Neiwen Ling, Xuan Huang, Zhihe Zhao, Nan Guan, Zhenyu Yan, Guoliang Xing:
BlastNet: Exploiting Duo-Blocks for Cross-Processor Real-Time DNN Inference. 91-105 - Jingwei Sun, Ang Li, Lin Duan, Samiul Alam, Xuliang Deng, Xin Guo, Haiming Wang, Maria Gorlatova, Mi Zhang, Hai Li, Yiran Chen:
FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices. 106-119 - Miaomiao Liu, Sikai Yang, Wyssanie Chomsin, Wan Du:
Real-Time Tracking of Smartwatch Orientation and Location by Multitask Learning. 120-133 - Ruirong Chen, Kai Huang, Wei Gao:
AiFi: AI-Enabled WiFi Interference Cancellation with Commodity PHY-Layer Information. 134-148 - Chenhan Xu, Tianyu Chen, Huining Li, Alexander Gherardi, Michelle Weng, Zhengxiong Li, Wenyao Xu:
Hearing Heartbeat from Voice: Towards Next Generation Voice-User Interfaces with Cardiac Sensing Functions. 149-163 - Linshan Jiang, Qun Song, Rui Tan, Mo Li:
PriMask: Cascadable and Collusion-Resilient Data Masking for Mobile Cloud Inference. 164-178
Low-Power Systems
- Hossein Pirayesh, Shichen Zhang, Pedram Kheirkhah Sangdeh, Huacheng Zeng:
MaLoRaGW: Multi-User MIMO Transmission for LoRa. 179-192 - Kang Yang, Wan Du:
LLDPC: A Low-Density Parity-Check Coding Scheme for LoRa Networks. 193-206 - Abu Bakar, Rishabh Goel, Jasper de Winkel, Jason Huang, Saad Ahmed, Bashima Islam, Przemyslaw Pawelczak, Kasim Sinan Yildirim, Josiah D. Hester:
Protean: An Energy-Efficient and Heterogeneous Platform for Adaptive and Hardware-Accelerated Battery-Free Computing. 207-221 - Jasper de Winkel, Tom Hoefnagel, Boris Blokland, Przemyslaw Pawelczak:
DIPS: Debug Intermittently-Powered Systems Like Any Embedded System. 222-235 - Abu Bakar, Tousif Rahman, Rishad A. Shafik, Fahim Kawsar, Alessandro Montanari:
Adaptive Intelligence for Batteryless Sensors Using Software-Accelerated Tsetlin Machines. 236-249 - Minhao Cui, Qing Wang, Jie Xiong:
Bracelet+: Harvesting the Leaked RF Energy in VLC with Wearable Bracelet Antenna. 250-262
Systems for Voice, Speech and Video Processing
- Yan Lu, Shiqi Jiang, Ting Cao, Yuanchao Shu:
Turbo: Opportunistic Enhancement for Edge Video Analytics. 263-276 - Shuheng Li, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong:
SQEE: A Machine Perception Approach to Sensing Quality Evaluation at the Edge by Uncertainty Quantification. 277-290 - Sibendu Paul, Kunal Rao, Giuseppe Coviello, Murugan Sankaradas, Oliver Po, Y. Charlie Hu, Srimat Chakradhar:
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning. 291-304 - Chaowei Wang, Huadi Zhu, Ming Li:
SpeechQoE: A Novel Personalized QoE Assessment Model for Voice Services via Speech Sensing. 305-319 - Jiani Cao, Chengdong Lin, Yang Liu, Zhenjiang Li:
Gaze Tracking on Any Surface with Your Phone. 320-333 - Ziqi Wang, Ankur Sarker, Jason Wu, Derek Hua, Gaofeng Dong, Akash Deep Singh, Mani B. Srivastava:
Capricorn: Towards Real-Time Rich Scene Analysis Using RF-Vision Sensor Fusion. 334-348
RF Sensing Systems
- Binbin Xie, Deepak Ganesan, Jie Xiong:
Embracing LoRa Sensing with Device Mobility. 349-361 - Yichao Wang, Yili Ren, Yingying Chen, Jie Yang:
Wi-Mesh: A WiFi Vision-Based Approach for 3D Human Mesh Construction. 362-376 - Xiaotong Zhang, Zhenjiang Li, Jin Zhang:
Synthesized Millimeter-Waves for Human Motion Sensing. 377-390 - Hongfei Xue, Qiming Cao, Yan Ju, Haochen Hu, Haoyu Wang, Aidong Zhang, Lu Su:
M4esh: mmWave-Based 3D Human Mesh Construction for Multiple Subjects. 391-406 - Kailong Wang, Cong Shi, Jerry Cheng, Yan Wang, Minge Xie, Yingying Chen:
Solving the WiFi Sensing Dilemma in Reality Leveraging Conformal Prediction. 407-420 - Yuda Feng, Yaxiong Xie, Deepak Ganesan, Jie Xiong:
LTE-Based Low-Cost and Low-Power Soil Moisture Sensing. 421-434
Light and Acoustic Sensing Systems
- Kasun Hewage, Thiemo Voigt:
Harmony: A Time Synchronisation System for Visible Light Communication Access Points. 435-447 - Kenuo Xu, Chen Gong, Bo Liang, Yue Wu, Boya Di, Lingyang Song, Chenren Xu:
Low-Latency Visible Light Backscatter Networking with RetroMUMIMO. 448-461 - Dong Li, Jialin Liu, Sunghoon Ivan Lee, Jie Xiong:
Room-Scale Hand Gesture Recognition Using Smart Speakers. 462-475 - Yimiao Sun, Weiguo Wang, Luca Mottola, Ruijin Wang, Yuan He:
AIM: Acoustic Inertial Measurement for Indoor Drone Localization and Tracking. 476-488 - Wenjie Luo, Qun Song, Zhenyu Yan, Rui Tan, Guosheng Lin:
Indoor Smartphone SLAM with Learned Echoic Location Features. 489-503 - Weiguo Wang, Luca Mottola, Yuan He, Jinming Li, Yimiao Sun, Shuai Li, Hua Jing, Yulei Wang:
MicNest: Long-Range Instant Acoustic Localization of Drones in Precise Landing. 504-517
Security and Privacy & Online Session 1
- Woosub Jung, Kailai Cui, Kenneth Koltermann, Junjie Wang, Chunsheng Xin, Gang Zhou:
Light Auditor: Power Measurement Can Tell Private Data Leakage through IoT Covert Channels. 518-532 - Yan Zhang, Yi Zhu, Zihao Liu, Chenglin Miao, Foad Hajiaghajani, Lu Su, Chunming Qiao:
Towards Backdoor Attacks against LiDAR Object Detection in Autonomous Driving. 533-547 - Zeyu Yang, Liang He, Hua Yu, Chengcheng Zhao, Peng Cheng, Jiming Chen:
Reverse Engineering Physical Semantics of PLC Program Variables Using Control Invariants. 548-562 - Sijie Ji, Yaxiong Xie, Mo Li:
SiFall: Practical Online Fall Detection with RF Sensing. 563-577 - Xianjin Xia, Qianwu Chen, Ningning Hou, Yuanqing Zheng:
HyLink: Towards High Throughput LPWANs with LoRa Compatible Communication. 578-591 - Yongheng Deng, Weining Chen, Ju Ren, Feng Lyu, Yang Liu, Yunxin Liu, Yaoxue Zhang:
TailorFL: Dual-Personalized Federated Learning under System and Data Heterogeneity. 592-606 - Ziyan Fu, Ju Ren, Yunxin Liu, Ting Cao, Deyu Zhang, Yuezhi Zhou, Yaoxue Zhang:
Hyperion: A Generic and Distributed Mobile Offloading Framework on OpenCL. 607-621 - Yongjian Fu, Shuning Wang, Linghui Zhong, Lili Chen, Ju Ren, Yaoxue Zhang:
SVoice: Enabling Voice Communication in Silence via Acoustic Sensing on Commodity Devices. 622-636
Online Session 2
- Feiyu Han, Panlong Yang, Haohua Du, Xiang-Yang Li:
Accuth: Anti-Spoofing Voice Authentication via Accelerometer. 637-650 - Zhicheng Luo, Qianyi Huang, Rui Wang, Hao Chen, Xiaofeng Tao, Guihai Chen, Qian Zhang:
WISE: Low-Cost Wide Band Spectrum Sensing Using UWB. 651-666 - Zhenguo Shi, Tao Gu, Yu Zhang, Xi Zhang:
mmBP: Contact-Free Millimetre-Wave Radar Based Approach to Blood Pressure Measurement. 667-681 - Suyuan Liu, Lan Zhang, Haikuo Yu, Jiahui Hou, Kaiwen Guo, Xiang-Yang Li:
HideSeeker: Uncover the Hidden Gems in Obfuscated Images. 682-695 - Ming Gao, Lingfeng Zhang, Leming Shen, Xiang Zou, Jinsong Han, Feng Lin, Kui Ren:
KITE: Exploring the Practical Threat from Acoustic Transduction Attacks on Inertial Sensors. 696-709 - Qianniu Chen, Meng Chen, Li Lu, Jiadi Yu, Yingying Chen, Zhibo Wang, Zhongjie Ba, Feng Lin, Kui Ren:
Push the Limit of Adversarial Example Attack on Speaker Recognition in Physical Domain. 710-724 - Fengyuan Zhu, Luwei Feng, Meng Jin, Xiaohua Tian, Xinbing Wang, Chenghu Zhou:
Towards Ultra-Low Power OFDMA Downlink Demodulation. 725-739 - Meng Jin, Shun Yao, Kexin Li, Xiaohua Tian, Xinbing Wang, Chenghu Zhou, Xinde Cao:
A Passive Eye-in-Hand "Camera" for Miniature Robots. 740-753
DEMONSTRATION SESSION: Demo Abstracts
- Vivek Chandel, Avik Ghose:
NNTrak: Real-Time Wrist Tracking Using Smartwatch with CNN. 754-755 - Shalini Mukhopadhyay, Swarnava Dey, Avik Ghose, Aakash Tyagi:
Automated Generation of Tiny Model for Real-Time ECG Classification on Tiny Edge Devices. 756-757 - Matthew Rubino, Michelle Weng, Jiasheng Chen, Shardul Saptarshi, Marcus Francisco, Alex Francisco, Chi Zhou, Hongyue Sun, Wenyao Xu:
A Campus Prototype of Interactive Digital Twin in Cyber Manufacturing. 758-759 - Zhicheng Luo, Qianyi Huang, Rui Wang, Hao Chen, Xiaofeng Tao, Guihai Chen, Qian Zhang:
A Low-Cost Wide Band Spectrum Sensing System with UWB. 760-761 - Kaiyuan Hou, Stephen Xia, Junyi Wu, Minghui Zhao, Emily Bejerano, Xiaofan Jiang:
AI Stethoscope for Home Self-Diagnosis with AR Guidance. 762-763 - Jingping Nie, Minghui Zhao, Stephen Xia, Xinghua Sun, Hanya Shao, Yuang Fan, Matthias Preindl, Xiaofan Jiang:
AI Therapist for Daily Functioning Assessment and Intervention Using Smart Home Devices. 764-765 - Jingyu Liu, Xinrui Xiao, Yang Zhao, Jie Liu:
Containerized Mobile Sensing Simulation Framework for Smart Agriculture. 766-767 - Yuxuan Liu, Xinyu Liu, Fanhang Man, Chenye Wu, Xinlei Chen:
Fine-Grained Air Pollution Data Enables Smart Living and Efficient Management. 768-769 - Hongyi Ren, Dayu Feng, Mithun Mukherjee, Zhigeng Pan, Mian Guo, Wenzhen Yang, Rakesh Matam:
GUFFLE: A Design of Lightweight Pressure Interface for Near-to-Real-Time Perceptual Tactile Sensation. 770-771 - Woosub Jung, Kenneth Koltermann, Noah Helm, Gina Mari Blackwell, Ingrid Pretzer-Aboff, Leslie Cloud, Gang Zhou:
IMU Sensing Data-Based Kinetic Tremor Detection in Parkinson's Disease Patients. 772-773 - Tao Jin, Mallesham Dasari, Connor Smith, Kittipat Apicharttrisorn, Anthony Rowe, Srinivasan Seshan:
Live 3D Scene Capture for Virtual Teleportation. 774-775 - Shubham Rohal, Carlos Ruiz, Yue Zhang, Shijia Pan:
MOOCA: Muira-Ori Origami-Based Configurable Shelf-Liner for Autonomous Retail. 776-777 - Yue Zhu, Xin Li, Junrui Liang:
Motion-Powered Gameboy. 778-779 - Miaomiao Liu, Sikai Yang, Wyssanie Chomsin, Wan Du:
Real-Time Tracking of Smartwatch Orientation and Location by Multitask Learning. 780-781 - Alex Bellon, Alex Yen, Pat Pannuto:
TagAlong: A Free, Wide-Area Data-Muling Service Built on the AirTag Protocol. 782-783 - Sangjun Eom, Majda Hadziahmetovic, Miroslav Pajic, Maria Gorlatova:
Through an AR Lens: Augmented Reality Magnification through Feature Detection and Matching. 784-785 - Ziqi Wang, Ankur Sarker, Jason Wu, Derek Hua, Gaofeng Dong, Akash Deep Singh, Mani B. Srivastava:
Towards Real-Time Rich Scene Analysis Using Vision-Guided Wireless Vibrometry. 786-787 - Xu Liu, Hongliang Zhang, Boya Di, Lingyang Song:
Ubiquitous Deployed Meta-Material Sensors for Structural Monitoring of Buildings. 788-789 - Pritam Sen, Xiaopeng Jiang, Qiong Wu, Manoop Talasila, Wen-Ling Hsu, Cristian Borcea:
Indoor Place Prediction on Smart Phones. 790-791
POSTER SESSION: Poster Abstracts
- Nitika Nigam, Tanima Dutta:
A Fast, Multi-Camera, and Intelligent System for Exact Stampede Detection in Large Crowds. 792-793 - Edward M. Sitar, Sanjib Sur:
A Millimeter-Wave Wireless Sensing Approach for Sleep Posture Classification. 794-796 - Hyunwoo Jung, Juheon Yi, Youngki Lee:
A Study on Thermal Issues in Mobile Extended Reality Applications. 797-799 - Yili Ren, Yichao Wang, Yingying Chen, Jie Yang:
A Vision-Based Approach for Commodity WiFi Sensing. 800-801 - Zhihe Zhao, Neiwen Ling, Nan Guan, Guoliang Xing:
Aaron: Compile-Time Kernel Adaptation for Multi-DNN Inference Acceleration on Edge GPU. 802-803 - Bartlomiej Baran, Dariusz Wójcik, Michal Oleszek, Andrés Véjar, Tomasz Rymarczyk:
BETS: A Bladder Monitoring System Using Electrical Impedance Tomography: poster. 804-805 - Wenhao Huang, Akira Tsuge, Yin Chen, Tadashi Okoshi, Jin Nakazawa:
Bus Crowdedness Sensing System Based on Carbon Dioxide Concentration. 806-807 - Davide Molteni, Gian Pietro Picco, Matteo Trobinger, Davide Vecchia:
Cloves: A Large-Scale Ultra-Wideband Testbed. 808-809 - Liqiang Xu, Yuuki Nishiyama, Masamichi Shimosaka, Kota Tsubouchi, Kaoru Sezaki:
Convolutional Compressed Sensing for Smartphone Acceleration Data Compression. 810-811 - Steven Mackey, Tianya Zhao, Xuyu Wang, Shiwen Mao:
Cross-Domain Adaptation for RF Fingerprinting Using Prototypical Networks. 812-813 - Yuichi Ikeuchi, Kota Tsubouchi, Nobuhiko Nishio:
Estimation of Precise Heading by Segmenting the Motion of Individual Steps and LSTM. 814-815 - Xiao Zhang, Griffin Klevering, Li Xiao:
Exploring Rolling Shutter Effect for Motion Tracking with Objective Identification. 816-817 - Kuang Yuan, Akshay Gadre, Swarun Kumar:
Exploring Time-Series Telemetry from CubeSats. 818-819 - Nicholas Junker, Jinqun Ge, Guoan Wang, Sanjib Sur:
FlexVAA: A Flexible, Passive van Atta Retroreflector for Roadside Infrastructure Tagging and Identification. 820-822 - Md Fazlay Rabbi Masum Billah, Md Mofijul Islam, Nurani Saoda, Tariq Iqbal, Bradford Campbell:
Fusing Computer Vision and Wireless Signal for Accurate Sensor Localization in AR View. 823-824 - Zipei Fan, Zhiwen Zhang, Hongjun Wang:
Generative Personalized Federated Learning Framework for Travel Time Estimation. 825-826 - Xueteng Qian, Xiuzhen Guo, Yongjie Yang, Xiaoran Fan, Longfei Shangguan:
HeadFi II: Toward More Resilient Earable Computing Platform. 827-828 - Hidehito Gomi, Kota Tsubouchi, Teruhiko Teraoka:
Indoor Localization with Passerby Data in Parasitic Approach. 829-830 - Kaiyan Cui, Qiang Yang, Leming Shen, Yuanqing Zheng, Jinsong Han:
Integrated Sensing and Communication between Daily Devices and mmWave Radars. 831-832 - Guodong Li, Zhiyuan Wu, Xinyu Liu, Yue Wang, Lin Zhang:
Multi-Task Learning Based Blind Calibration for Low-Cost Air Quality Sensor Deployments. 833-834 - Jiechao Gao, Mingyue Tang, Tianhao Wang, Bradford Campbell:
PFed-LDP: A Personalized Federated Local Differential Privacy Framework for IoT Sensing Data. 835-836 - Issey Sukeda, Hiroaki Murakami, Yuuki Nishiyama, Yoshihiro Kawahara:
Recursive Queueing Estimation Using Smartphone-Based Acoustic Ranging. 837-838 - Ryoto Suzuki, Yuuki Nishiyama, Hiroaki Murakami, Yoshihiro Kawahara, Kaoru Sezaki:
Room Scale Localization Improvement Utilizing Stay Time Characteristics of Each Room. 839-840 - Zongxing Xie, Fan Ye:
Scaling Device-Free Indoor Tracking Based on Self Calibration. 841-842 - Huining Li, Wenhan Zheng, Aditya Pandya, Chenhan Xu, Jun Xia, Wenyao Xu:
Smartphone-Based Blood Perfusion Assessment for Ulcer Care. 843-844 - Argha Chandra Dhar, Arna Roy, Subrata Biswas, Bashima Islam:
Studying the Security Threats of Partially Processed Deep Neural Inference Data in an IoT Device. 845-846 - Yuke Zhang, Ken Takaki, Hiroaki Murakami, Takuya Sasatani, Yoshihiro Kawahara:
Toward Continuous Finger Positioning on Ear Using Bone Conduction Speaker. 847-848 - Purui Wang, Bo Liang, Renjie Zhao, Pengyu Zhang, Xinyu Zhang, Chenren Xu:
An RFID Localization System for Smart Logistics. 849-850 - Brian Krupp, Julia Gersey, Jonathon Fagert, Tony Mlady:
Towards Fine-Grained Air Quality Sensing in Urban Environments. 851-852 - Tao Chen, Xiaoran Fan, Yongjie Yang, Longfei Shangguan:
Towards Remote Auscultation with Commodity Earphones. 853-854 - Pranjol Gupta, Zahidur Talukder, Mohammad A. Islam, Phuc Nguyen:
Towards Server-Level Power Monitoring in Data Centers Using Single-Point Voltage Measurement. 855-856 - Renjie Zhao, Pengyu Zhang, Yunfei Ma, Xinyu Zhang:
Ultra-Wideband Backscatter Towards General Passive IoT Localization. 857-858 - Tomasz Rymarczyk, Grzegorz Klosowski, Przemyslaw Adamkiewicz, Michal Styla, Bartlomiej Kiczek:
Use of a Long Short-Term Memory Network in Radio Tomography to Track People Indoors. 859-860 - Grzegorz Klosowski, Tomasz Rymarczyk, Konrad Niderla:
Use of the Two-Stage Neural System in Electrical Impedance Tomography for Imaging Moisture inside Walls. 861-862 - Riku Ishioka, Kota Tsubouchi, Yuuki Nishiyama, Kaoru Sezaki:
UV Index Estimation Leveraging GNSS Sensors on Smartphones. 863-864
WORKSHOP SESSION: Workshop - ENSsys 2022
- Felix Sutton:
The Design of a Battery-Less Wireless Condition Monitoring System for Industrial Circuit Breakers. 865-870 - Tra Nguyen Phan, Bengt Oelmann, Sebastian Bader:
Towards Automated Design Optimization of Electromagnetic Energy Harvesting Transducers. 871-877 - Edward Longman, Mohammed El-Hajjar, Geoff V. Merrett:
Multihop Networking for Intermittent Devices. 878-884 - Sayedsepehr Mosavat, Pedram Golkar, Matteo Zella, Pedro José Marrón:
PROGNOES: Prediction of Harvestable Solar Energy Based on Sun Irradiation and Weather Conditions. 885-891 - Hannah Brunner, Carlo Alberto Boano, Kay Römer:
Leakage-Aware Lifetime Estimation of Battery-Free Sensor Nodes Powered by Supercapacitors. 892-898 - Rohan Menon, Rohit Gujarathi, Ali Saffari, Joshua R. Smith:
Wireless Identification and Sensing Platform Version 6.0. 899-905 - John Madden, Gabriel Marcano, Stephen Taylor, Pat Pannuto, Colleen Josephson:
Hardware to Enable Large-Scale Deployment and Observation of Soil Microbial Fuel Cells. 906-912 - Rao Muzamal Liaqat, Philip Branch, Jason But:
LoRa Based Linear Network Applications, Design Considerations and Open Challenges: A Review. 913-917 - Daniel Jay Koch, Muhammad Osama Shahid, Bhuvana Krishnaswamy:
Spreading Factor Detection for Low-Cost Adaptive Data Rate in LoRaWAN Gateways. 918-924 - Nicole Tobias, Jacob Sorber:
Old Dog, New Tricks: Seeking Metrics for Energy Harvesters as Sensors. 925-927 - Mathew L. Wymore, Henry Duwe:
A Tale of Two Intermittencies. 928-930 - Nivedita Arora, Vikram Iyer, Hyunjoo Oh, Gregory D. Abowd, Josiah D. Hester:
Circularity in Energy Harvesting Computational "Things". 931-933
WORKSHOP SESSION: Workshop - AIChallengeIoT 22
- Arthur Moss, Hyunjong Lee, Lei Xun, Chulhong Min, Fahim Kawsar, Alessandro Montanari:
Ultra-Low Power DNN Accelerators for IoT: Resource Characterization of the MAX78000. 934-940 - Chao Qian, Lukas Einhaus, Gregor Schiele:
ElasticAI-Creator: Optimizing Neural Networks for Time-Series-Analysis for on-Device Machine Learning in IoT Systems. 941-946 - Ioannis Katsidimas, Thanasis Kotzakolios, Sotiris E. Nikoletseas, Stefanos H. Panagiotou, Constantinos Tsakonas:
Smart Objects: Impact Localization Powered by TinyML. 947-953 - Hanan Hussain, P. S. Tamizharasan:
The Impact of Cascaded Optimizations in CNN Models and End-Device Deployment. 954-961 - Hannaneh B. Pasandi, Haniyeh B. Pasandi:
Evaluation of ASR Systems for Conversational Speech: A Linguistic Perspective. 962-965 - Zhizhang Hu, Tong Yu, Ruiyi Zhang, Shijia Pan:
CIPhy: Causal Intervention with Physical Confounder from IoT Sensor Data for Robust Occupant Information Inference. 966-972 - Naibedya Pattnaik, Uday Sai Vemula, Kriti Kumar, Achanna Anil Kumar, Angshul Majumdar, M. Girish Chandra, Arpan Pal:
CycleGAN Based Unsupervised Domain Adaptation for Machine Fault Diagnosis. 973-979 - Khotso Selialia, Yasra Chandio, Fatima M. Anwar:
Federated Learning Biases in Heterogeneous Edge-Devices: A Case-Study. 980-986 - Momin Ahmad Khan, Virat Shejwalkar, Amir Houmansadr, Fatima Muhammad Anwar:
Security Analysis of SplitFed Learning. 987-993 - Jannik William, Matuzalém Muller dos Santos, Maiquel de Brito, Jomi Fred Hübner, Danai Vachtsevanou, Andres Gomez:
Increasing the Intelligence of Low-Power Sensors with Autonomous Agents. 994-999
WORKSHOP SESSION: Workshop - USN 22
- Ming-Kuang Chung, Fu-Shiang Ching, Ling-Jyh Chen:
From Participatory Sensing to Public-Private Partnership: The Development of AirBox Project in Taiwan. 1000-1006
WORKSHOP SESSION: Workshop - DATA 22
- Neiwen Ling, Yuze He, Nan Guan, Heming Fu, Guoliang Xing:
An Indoor Smart Traffic Dataset and Data Collection System: Dataset. 1007-1010 - Yi Ting Teo, Matias Quintana, Muhammad Zikry Bin Sabarudin, Charlene Tan, Adrian Chong, Clayton Miller:
Green Mark Certified Buildings Metadata from Singapore: Dataset. 1011-1013 - Yasra Chandio, Noman Bashir, Fatima M. Anwar:
HoloSet - A Dataset for Visual-Inertial Pose Estimation in Extended Reality: Dataset. 1014-1019 - Ioannis Katsidimas, Thanasis Kotzakolios, Sotiris E. Nikoletseas, Stefanos H. Panagiotou, Konstantinos Timpilis, Constantinos Tsakonas:
Impact Events for Structural Health Monitoring of a Plastic Thin Plate: Dataset. 1020-1025 - Celia Garrido-Hidalgo, Jonathan Fürst, Bin Cheng, Luis Roda-Sanchez, Teresa Olivares, Ernö Kovacs:
Interlinking the Brick Schema with Building Domain Ontologies. 1026-1030 - Nurani Saoda, Md Fazlay Rabbi Masum Billah, Victor Ariel Leal Sobral, Bradford Campbell:
SolarWalk Dataset: Occupant Identification Using Indoor Photovoltaic Harvester Output Voltage. 1031-1034 - Thomas Zachariah, Noah Klugman, Prabal Dutta:
ThingSpeak in the Wild: Exploring 38K Visualizations of IoT Data. 1035-1040 - Shiwei Fang, Ankur Sarker, Ziqi Wang, Mani B. Srivastava, Benjamin M. Marlin, Deepak Ganesan:
Design and Deployment of a Multi-Modal Multi-Node Sensor Data Collection Platform. 1041-1046 - Stanislaw Saganowski, Jan Miszczyk, Dominika Kunc, Dzmitry Lisouski, Przemyslaw Kazienko:
Lessons Learned from Developing Emotion Recognition System for Everyday Life. 1047-1054 - Shiji Yuan, Ying Sun, Shuai Wang, Xinlei Chen, Ying Ding, Dezhi Zheng, Shangchun Fan:
Non-Acoustic Speech Sensing System Based on Flexible Piezoelectric. 1055-1060 - Hyunwoo Jung, Wootack Kim, Hyuna Seo, Youngki Lee:
Simultaneous Sporadic Sensor Anomaly Detection for Smart Homes. 1061-1066 - Julien Leprince, Clayton Miller, Henrik Madsen, Kaustav Basu, Rik van der Vlist, Wim Zeiler:
Grey-Brick Buildings, an Open Data Set of Calibrated RC Models of Dutch Residential Building Heat Dynamics. 1067-1071 - Vinh Q. C. Tran, Duc Viet Le, Doekle R. Yntema, Paul J. M. Havinga:
Testbed Hardware Design to Collect Data for Underground PVC Water Pipe Crack Detection: Challenges and Solutions. 1072-1076 - Yifei Sun, Yuxuan Liu, Ziteng Wang, Xiaolei Qu, Dezhi Zheng, Xinlei Chen:
C-RIDGE: Indoor CO2 Data Collection System for Large Venues Based on prior Knowledge. 1077-1082 - Amal Tawakuli, Daniel Kaiser, Thomas Engel:
Transforming IoT Data Preprocessing: A Holistic, Normalized and Distributed Approach. 1083-1088
WORKSHOP SESSION: Workshop - AgSys 22
- Jayson Boubin, Zichen Zhang, John Chumley, Christopher Stewart:
Adaptive Deployment for Autonomous Agricultural UAV Swarms. 1089-1095 - Yue Zhang, Abdias Tellez Benitez, Reza Ehsani, Shijia Pan:
DaQual: Data Quality Assessment for Tree Trunk Relative Water Content Sensors in a Pomegranate Orchard. 1096-1101 - Yiwen Dong, Jesse R. Codling, Gary A. Rohrer, Jeremy Miles, Sudhendu R. Sharma, Tami M. Brown-Brandl, Pei Zhang, Hae Young Noh:
PigV2: Monitoring Pig Vital Signs through Ground Vibrations Induced by Heartbeat and Respiration. 1102-1108 - Yucheng Wang, Mengmeng Gu, Mingyuan Zhou, Xiaoning Qian:
Attention-Based Deep Bayesian Counting For AI-Augmented Agriculture. 1109-1115 - Tyler Luong, Stewart J. Thomas:
Towards the Plant-Based Sensor: Agricultural Energy Harvesting and Sensing Experiments. 1116-1122 - Upinder Kaur, Richard M. Voyles:
CASPER: Criticality-Aware Self-Powered Wireless in-vivo Sensing Edge for Precision Animal Agriculture. 1123-1129 - Ali Saffari, Vikram Iyer, Zerina Kapetanovic, Vaishnavi Nattar Ranganathan:
Smart Pallets: Toward Self-Powered Pallet-Level Environmental Sensors for Food Supply Chains. 1130-1135
WORKSHOP SESSION: Workshop - CMLIoT 22
- Lei Zhang, Guanyu Gao, Huaizheng Zhang:
Towards Data-Efficient Continuous Learning for Edge Video Analytics via Smart Caching. 1136-1140 - James Hou, Susu Xu:
Near-Real-Time Seismic Human Fatality Information Retrieval from Social Media with Few-Shot Large-Language Models. 1141-1147 - Haoyang Wang, Xuecheng Chen, Yuhan Cheng, Chenye Wu, Fan Dang, Xinlei Chen:
H-SwarmLoc: Efficient Scheduling for Localization of Heterogeneous MAV Swarm with Deep Reinforcement Learning. 1148-1154 - Andrew Bae, Susu Xu:
Discovering and Understanding Algorithmic Biases in Autonomous Pedestrian Trajectory Predictions. 1155-1161 - Qianxin Hui, Xiaolin Liu, Yang Li, Susu Xu, Shuailei Zhang, Ying Sun, Shuai Wang, Xinlei Chen, Dezhi Zheng:
Riemannian Geometric Instance Filtering for Transfer Learning in Brain-Computer Interfaces. 1162-1167 - Yiwen Dong, Jingxiao Liu, Hae Young Noh:
GaitVibe+: Enhancing Structural Vibration-Based Footstep Localization Using Temporary Cameras for in-Home Gait Analysis. 1168-1174 - Yuqing Zhao, Divya Saxena, Jiannong Cao:
Memory-Efficient Domain Incremental Learning for Internet of Things. 1175-1181 - Xiangyu Yin, Kai Huang, Erick Forno, Wei Chen, Heng Huang, Wei Gao:
Out-Clinic Pulmonary Disease Evaluation via Acoustic Sensing and Multi-Task Learning on Commodity Smartphones. 1182-1188 - Soma Bandyopadhyay, Anish Datta, Arpan Pal, Srinivas Raghu Raman Gadepally:
Intelligent Continuous Monitoring to Handle Data Distributional Changes for IoT Systems. 1189-1195
Full Papers
- Babu Pillai, Zhé Hóu, Kamanashis Biswas, Vinh Bui, Vallipuram Muthukkumarasamy:
Blockchain Interoperability: Performance and Security Trade-Offs. 1196-1201 - Gaushik M. R, Jivtesh M. R, Adarsh P, N. B. Sai Shibu, Sethuraman N. Rao:
A Prototype Design for Gamified Blood Donation App Using Blockchain Technology, IPFS and NFTs. 1202-1207 - Anusha Vangala, Ashok Kumar Das:
Privacy-Preserving Blockchain-Based Authentication in Smart Energy Systems. 1208-1214 - G. D. Heshan Niranga, Vidya S. Nair, N. B. Sai Shibu:
Design of a Secured Medical Data Access Management Using Ethereum Smart Contracts, Truffle Suite and Web3. 1215-1221 - Tieming Geng, Laurent Njilla, Chin-Tser Huang:
A Survey of Blockchain-Based Electronic Voting Mechanisms in Sensor Networks. 1222-1228
POSTER SESSION: Posters
- Martina Rossini, Mirko Zichichi, Stefano Ferretti:
Smart Contracts Vulnerability Classification through Deep Learning. 1229-1230 - Jivtesh M. R, Rohit Mathew Samuel, Gaushik M. R, Siddhi Menon, N. B. Sai Shibu, Sethuraman N. Rao:
Electric Vehicle as a Virtual Mobile Power Plant for Smart Grid: A Blockchain and Cryptocurrency-Based Proof of Concept System. 1231-1232
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