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ORCID21st ACM SenSys 2023: Istanbul, Turkey
- M. Rasit Eskicioglu, Polly Huang, Neal Patwari:
Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, SenSys 2023, Istanbul, Turkiye, November 12-17, 2023. ACM 2023
ML for Sensing
- Lilin Xu
, Chaojie Gu, Rui Tan, Shibo He, Jiming Chen:
MESEN: Exploit Multimodal Data to Design Unimodal Human Activity Recognition with Few Labels. 1-14 - Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher:
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach. 15-27 - Xingyu Chen, Xinyu Zhang:
RF Genesis: Zero-Shot Generalization of mmWave Sensing through Simulation-Based Data Synthesis and Generative Diffusion Models. 28-42 - Huanqi Yang, Mingda Han, Mingda Jia, Zehua Sun, Pengfei Hu, Yu Zhang, Tao Gu, Weitao Xu:
XGait: Cross-Modal Translation via Deep Generative Sensing for RF-based Gait Recognition. 43-55 - Yongheng Deng, Sheng Yue, Tuowei Wang, Guanbo Wang, Ju Ren, Yaoxue Zhang:
FedINC: An Exemplar-Free Continual Federated Learning Framework with Small Labeled Data. 56-69 - Sicong Liao, Zhenlin An, Qingrui Pan, Xiaopeng Zhao, Jingyu Tong, Lei Yang:
XiTuXi: Sealing the Gaps in Cross-Technology Communication by Neural Machine Translation. 70-82 - Xiyuan Zhang, Xiaohan Fu, Diyan Teng, Chengyu Dong, Keerthivasan Vijayakumar, Jiayun Zhang, Ranak Roy Chowdhury, Junsheng Han, Dezhi Hong, Rashmi Kulkarni, Jingbo Shang, Rajesh K. Gupta:
Physics-Informed Data Denoising for Real-Life Sensing Systems. 83-96
System Side of Machine Learning
- Zhihe Zhao, Neiwen Ling, Nan Guan, Guoliang Xing:
Miriam: Exploiting Elastic Kernels for Real-time Multi-DNN Inference on Edge GPU. 97-110 - Bufang Yang, Lixing He, Neiwen Ling, Zhenyu Yan, Guoliang Xing, Xian Shuai, Xiaozhe Ren, Xin Jiang:
EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge. 111-124 - Haolin Chu, Xiaolong Zheng, Liang Liu, Huadong Ma:
nnPerf: Demystifying DNN Runtime Inference Latency on Mobile Platforms. 125-137 - Young D. Kwon, Jagmohan Chauhan, Hong Jia, Stylianos I. Venieris, Cecilia Mascolo:
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms. 138-151 - Bosung Kim, Seulki Lee:
On-NAS: On-Device Neural Architecture Search on Memory-Constrained Intelligent Embedded Systems. 152-166
Security & Privacy
- Yijie Shen, Zhe Ma, Feng Lin, Hao Yan, Zhongjie Ba, Li Lu, Wenyao Xu, Kui Ren:
FingerFaker: Spoofing Attack on COTS Fingerprint Recognition Without Victim's Knowledge. 167-180 - Masanori Sugimoto, Shogo Nakamichi, Hiromichi Hashizume:
One-time Camera Fingerprint: Unauthorized Photography Detection under Modulated Illumination. 181-194 - Yuxuan Zhou, Chenggao Li, Huangxun Chen, Qian Zhang:
RIStealth: Practical and Covert Physical-Layer Attack against WiFi-based Intrusion Detection via Reconfigurable Intelligent Surface. 195-208 - Tanmay Srivastava, Shijia Pan, Phuc Nguyen, Shubham Jain:
Jawthenticate: Microphone-free Speech-based Authentication using Jaw Motion and Facial Vibrations. 209-222
Sensing
- Kai Zheng, Kun Qian, Timothy Woodford, Xinyu Zhang:
NeuroRadar: A Neuromorphic Radar Sensor for Low-Power IoT Systems. 223-236 - Pranjol Sen Gupta, Zahidur Talukder, Tasnim Azad Abir, Phuc Nguyen, Mohammad A. Islam:
Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI. 237-250 - Baichen Yang, Qingyong Hu, Wentao Xie, Xinchen Wang, Wei Luo, Qian Zhang:
PDAssess: A Privacy-preserving Free-speech based Parkinson's Disease Daily Assessment System. 251-264 - Bangjie Sun, Kanav Sabharwal, Gyuyeon Kim, Mun Choon Chan, Jun Han:
Testing Masks and Air Filters With Your Smartphones. 265-279 - Jike Wang, Shanmu Wang, Yasha Iravantchi, Mingke Wang, Alanson P. Sample, Kang G. Shin, Xinbing Wang, Chenghu Zhou, Dongyao Chen:
METRO: Magnetic Road Markings for All-weather, Smart Roads. 280-293 - Qiang Yang, Yuanqing Zheng:
AquaHelper: Underwater SOS Transmission and Detection in Swimming Pools. 294-307
RF Sensing
- Timothy Woodford, Kun Qian, Xinyu Zhang:
Metasight: High-Resolution NLoS Radar with Efficient Metasurface Encoding. 308-321 - Sijie Ji, Xuanye Zhang, Yuanqing Zheng, Mo Li:
Construct 3D Hand Skeleton with Commercial WiFi. 322-334 - Subhajit Karmakar, Atsutse Kludze, Yasaman Ghasempour:
Meta-Sticker: Sub-Terahertz Metamaterial Stickers for Non-Invasive Mobile Food Sensing. 335-348
Tx/Rx/LoRA
- Xingda Chen, Ankur Aditya, Zhenyu Lei, Deepak Ganesan:
CurtainNet: Enabling precise beamforming with a deformable antenna array on a fabric substrate. 349-361 - Shuai Tong, Jiliang Wang, Jing Yang, Yunhao Liu, Jun Zhang:
Citywide LoRa Network Deployment and Operation: Measurements, Analysis, and Implications. 362-375
Localization
- Yimiao Sun, Yuan He, Jiacheng Zhang, Xin Na, Yande Chen, Weiguo Wang, Xiuzhen Guo:
BIFROST: Reinventing WiFi Signals Based on Dispersion Effect for Accurate Indoor Localization. 376-389 - Hao Yan, Feng Lin, Jin Li, Meng Zhang, Zhisheng Yan, Jian Xiao, Kui Ren:
Ghost-Probe: NLOS Pedestrian Rushing Detection with Monocular Camera for Automated Driving. 390-402 - Yunfan Wang, Steve Young, Demba Komma, Jaechan Lim, Zhen Feng, Zichen Fan, Chien-Wei Tseng, Hun-Seok Kim, David T. Blaauw:
Global Localization of Energy-Constrained Miniature RF Emitters using Low Earth Orbit Satellites. 403-416 - Rong Ding, Haiming Jin, Jianrong Ding, Xiaocheng Wang, Guiyun Fan, Fengyuan Zhu, Xiaohua Tian, Linghe Kong:
Push the Limit of Single-Chip mmWave Radar-Based Egomotion Estimation with Moving Objects in FoV. 417-430 - Wenwei Li, Ruofeng Liu, Shuai Wang, Dongjiang Cao, Wenchao Jiang:
Egocentric Human Pose Estimation using Head-mounted mmWave Radar. 431-444 - Chenggao Li, Qianyi Huang, Yuxuan Zhou, Yandao Huang, Qingyong Hu, Huangxun Chen, Qian Zhang:
RIScan: RIS-aided Multi-user Indoor Localization Using COTS Wi-Fi. 445-458 - Aditya Arun, Shunsuke Saruwatari, Sureel Shah, Dinesh Bharadia:
XRLoc: Accurate UWB Localization to Realize XR Deployments. 459-473
Demos
- Haoxiang Yu, James Xi Zheng, Christine Julien:
Demo Abstract: HybriSim - A Hybrid Simulation System for Distributed Machine Learning with Mobility. 474-475 - Marek Jahnke, Sebastian Grau, Ulf Kulau:
Demo Abstract: SatelLight - Using LiFi for Intra-Satellite Communication. 476-477 - Yihong Li, Yue Zhang, Hao-Chuan Wang, Alyssa Mae Weakley, Shijia Pan:
Demo Abstract: PA-Pill : Physical Augmented Pill bottle for Vibration-Based Medication Intake Monitoring. 478-479 - Chien-Ti Hsiao, Pei-Shin Hwang, Polly Huang, Kate Ching-Ju Lin, Ling-Jyh Chen:
Demo Abstract: Polyband - A Carbon Polymer Wristband for Hand Gesture Recognition. 480-481 - Jiahe Zhang, Tamoghna Sarkar, Arvin Hekmati, Bhaskar Krishnamachari:
Demo Abstract: CUDDoS - Correlation-aware Ubiquitous Detection of DDoS in IoT Systems. 482-483 - Shalini Mukhopadhyay, Swarnava Dey, Arpan Pal, Ashwin S:
Demo Abstract: Lightweight Attention Network for Time Series Classification on Edge. 484-485 - Zhigang Yin, Mohan Liyanage, Abdul-Rasheed Ottun, Farooq Dar, Mayowa Olapade, Huber Flores:
Demo Abstract: A Smart Ring Monitoring Your Health using Hand-grip Strength. 486-487 - Mengyao Liu, Fan Yang, Sam Michiels, Tom Van Eyck, Danny Hughes, Said Alvarado-Marin, Filip Maksimovic, Thomas Watteyne:
Demo Abstract: FreeBot, a Battery-Free Swarm Robotics Platform. 488-489 - Wenhan Long, Xinlong Wen, Rongbo Zhu:
Demo Abstract: Real-Time 3D Indoor Localization with Multi-Dimensional RSSI on Mobile Robot. 490-491 - Darshana Rathnayake, Dulanga Weerakoon, Meera Radhakrishnan, Vigneshwaran Subbaraju, Inseok Hwang, Archan Misra:
Demo Abstract: VGGlass - Demonstrating Visual Grounding and Localization Synergy with a LiDAR-enabled Smart-Glass. 492-493 - Varsha Sharma, Avik Ghose:
Demo Abstract: Atrial Fibrillation Burden Computation from Single-Lead ECG on Device. 494-495 - Zicong Wen, Wei Emma Zhang, Lipin Guo, Weitong Chen:
Demo Abstract: Navigating Indoors: A Cost-effective Drone-based Solution. 496-497 - Steven Waskito, Kai Jie Leow, Pramuka Medaranga Sooriya Patabandige, Tejas Gupta, Shantanu Chakrabarty, Manoj Gulati, Ambuj Varshney:
Demo Abstract: Light and Vibration Gesture Sensing with OTTER: Embedded Data Collection and Analysis Using LLMs. 498-499 - Iliar Rabet, Inés Álvarez, Hossein Fotouhi, Mohammad Ashjaei:
Demo Abstract: Towards Interoperability in a Hybrid TSN/6TiSCH Network. 500-501
Posters
- Kenta Higuchi, Junichiro Kadomoto, Hidetsugu Irie, Shuichi Sakai:
Poster Abstract: Investigation of Distance Sensing Method Using Magnetic Resonant Coupled Coils for Deformable User Interfaces. 502-503 - Zhihe Zhao, Neiwen Ling, Kaiwei Liu, Nan Guan, Guoliang Xing:
Poster Abstract: Unifying On-device Tensor Program Optimization through Large Foundation Model. 504-505 - Grzegorz Klosowski, Tomasz Rymarczyk, Manuchehr Soleimani:
Poster Abstract: The Concept of a Lightweight Ultrasound Tomograph for Brain Scanning Using a Heterogeneous Neural Model. 506-507 - Rei Barjami, Antonio Miele, Luca Mottola:
Poster Abstract: Energy vs. Quality of Approximate Non-volatile Writes in Intermittent Computing. 508-509 - Tomasz Rymarczyk, Mariusz Mazurek, Oleksii Hyka, Dariusz Wójcik, Marcin Dziadosz, Marcin Kowalski:
Poster Abstract: A Wearable for Non-Invasive Monitoring and Diagnosing Functional Disorders of the Lower Urinary Tract. 510-511 - Ziyang Zhang, Yang Zhao, Jie Liu:
Poster Abstract: E4: Energy-Efficient Early-Exit DNN Inference Framework for Edge Video Analytics. 512-513 - Zhizhang Hu, Shangjie Du, Yuning Chen, Xuan Zhang, Wan Du, Asa Bradman, Shijia Pan:
Poster Abstract: Enhancing Fault Resilience of Air Quality Monitoring in San Joaquin Valley: A Data Equity Analysis. 514-515 - Yue Zhang, Shikha Patel, Dong Yoon Lee, Paolo Celli, Amelie Bonde, Shijia Pan:
Poster Abstract: LEVO: LEGO® Bricks Enhanced Single-Point Vibration Sensing for Occupant Monitoring. 516-517 - Markus Gallacher, Carlo Alberto Boano, M. S. Arun Sankar, Utz Roedig, Willian T. Lunardi, Michael Baddeley:
Poster Abstract: Towards Speaker Identification on Resource-Constrained Embedded Devices. 518-519 - Monika Kulisz, Grzegorz Klosowski, Tomasz Rymarczyk, Konrad Niderla, Piotr Bednarczuk:
Poster Abstract: Improving Image Reconstruction Quality in Ultrasonic Tomography Using Deep Neural Networks. 520-521 - Zheng Wang, Yanwen Wang, Xiaoqi Sun, Chenwei Zhang:
Poster Abstract: UltraFlame: Ultrasonic-Based Fire Source Localization and Fire Severity Assessment System. 522-523 - Qipeng Xie, Hao Yang, Linshan Jiang, Zhihe Zhao, Siyang Jiang, Shiyu Shen, Salabat Khan, Zhe Liu, Kaishun Wu:
Poster Abstract: CNN-guardian: Secure Neural Network Inference Acceleration on Edge GPU. 524-525 - Rong Cong, Zhiwei Zhao, Linyuanqi Zhang, Cong Zha:
Poster Abstract: Link-adaptive and Real-time Object Detection in Dynamic Edge Networks. 526-527 - Akio Sashima, Mitsuru Kawamoto:
Poster Abstract: Mobile Context Logger: Recognizing User's Auditory Environments and Activities using Smartwatch. 528-529 - Xiangyu Wen, Zhaoguang Yi, Francisco Zampella, Firas Alsehly, Chris Xiaoxuan Lu:
Poster Abstract: Multimodal Indoor Localization Using Crowdsourced Radio Maps. 530-531 - Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach, Christian Renner:
Poster Abstract: Towards Autonomous Utility-Aware Energy Management for Energy Harvesting Devices. 534-535 - Xiang Su, Luyi Sun, Pan Hui:
Poster Abstract: Multi-User Privacy-Preserving Mechanism for Extended Reality in Healthcare. 536-537 - Zhiyu An, Xianzhong Ding, Wan Du:
Poster Abstract: Data Efficient HVAC Control using Gaussian Process-based Reinforcement Learning. 538-539 - Tao Wang, Yang Zhao, Jie Liu:
Poster Abstract: Person Identification Under Heavy Occlusions Using mmWave Radar. 540-541 - Mingyu Park, Jeongyeup Paek:
Poster Abstract: Frequency-Hopped Chirp Spread Spectrum for Collision Resolution in LoRa Network. 542-543 - Dongha Kim, Hokeun Kim:
Poster Abstract: Securing Edge-Based Real-Time IoT Systems. 544-545 - Preti Kumari, Hari Prabhat Gupta, Biplab Sikdar:
Poster Abstract: Efficient Knowledge Distillation to Train Lightweight Neural Network for Heterogeneous Edge Devices. 546-547 - Yukiya Mita, Hiroaki Murakami, Takuya Sasatani, Matthew Ishige, Yoshihiro Kawahara:
Poster Abstract: Enhancing Fingerprint-based Smartphone Localization Using Acoustic Time-of-Flight for Complex Indoors. 548-549 - Moonbeom Kim, Jeongyeup Paek:
Poster Abstract: Multi-Connection Scheduling based on Connection Subrating for Fair Resource Allocation in Bluetooth Low Energy Networks. 550-551 - Tomoki Isoda, Koki Saida, Taku Yamazaki, Takumi Miyoshi:
Poster Abstract: Preliminary Study of Gamified 3D Mobile Sensing Using LiDAR-equipped Mobile Devices. 552-553 - Junichiro Kadomoto, Hidetsugu Irie, Shuichi Sakai:
Poster Abstract: Towards a Tiny Digital Displacement Sensor Utilizing Bit-Error Characteristics of Inter-Chip Wireless Bus. 554-555
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