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- short-paperNovember 2021
Motion Tracklet Oriented 6-DoF Inertial Tracking Using Commodity Smartphones
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 542–545https://doi.org/10.1145/3485730.3494116Motion tracklets are the basic fragments of the track followed by a moving object and constitute various everyday motion behavior. An accurate estimation of motion tracklets in 3-D space can enable a wide range of applications, ranging from human ...
- short-paperNovember 2021
Analysis of IFTTT Recipes to Study How Humans Use Internet-of-Things (IoT) Devices
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 537–541https://doi.org/10.1145/3485730.3494115With the rapid development and usage of Internet-of-Things (IoT) and smart-home devices, researchers continue efforts to improve the "smartness" of those devices to address daily needs in people's lives. Such efforts usually begin with understanding ...
- short-paperNovember 2021
Blockchain-based Decentralized Service Provisioning in Local 6G Mobile Networks
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 516–519https://doi.org/10.1145/3485730.3493821The paper presents a novel vision on the application of blockchain technology to empower the dynamic service provisioning in future 6G mobile networks. We propose a platform for decentralized service level agreement (SLA) negotiation between users and ...
- short-paperNovember 2021
Longitudinal personal thermal comfort preference data in the wild
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 556–559https://doi.org/10.1145/3485730.3493693Thermal comfort affects the well-being, productivity, and overall satisfaction of building occupants. However, due to economical and practical limitations, the number of longitudinal studies that have been conducted is limited, and only a few of these ...
- research-articleNovember 2021
Deep Contextualized Compressive Offloading for Images
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 467–473https://doi.org/10.1145/3485730.3493452Recent years have witnessed sensors becoming an indispensable part of our life with the camera being one of the most popular and widely deployed sensors. The camera gives rise to numerous vision-based IoT applications that generate high-level ...
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- research-articleNovember 2021
Sensor Virtualization for Efficient Sharing of Mobile and Wearable Sensors
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 460–466https://doi.org/10.1145/3485730.3493451Users are surrounded by sensors that are available through various devices beyond their smartphones. However, these sensors are not fully utilized by current end-user applications. A key reason sensor use is so limited is that application developers ...
- research-articleNovember 2021
Device or User: Rethinking Federated Learning in Personal-Scale Multi-Device Environments
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 446–452https://doi.org/10.1145/3485730.3493449We are witnessing a trend of users owning multiple data-generating wearable and IoT devices that continuously capture sensor data pertaining to a user's activities and context. Federated Learning is a potential technique to derive meaningful insights ...
- research-articleNovember 2021
Better Never Than Late: Timely Edge Video Analytics Over the Air
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 426–432https://doi.org/10.1145/3485730.3493446Edge video analytics based on deep learning has become an important building block for many modern intelligent applications such as mobile augmented reality and autonomous driving. Various mechanisms have been developed to handle dynamic wireless ...
- posterNovember 2021
On Utilizing Smartphone Time-of-Flight Sensors to Detect Hidden Spy Cameras
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 384–385https://doi.org/10.1145/3485730.3493371Tiny spy cameras hidden in everyday objects are continuing to pose severe privacy threats to the general public as these cameras are often placed in sensitive locations such as hotels and restroom stalls. Commercially available "hidden camera detectors" ...
- demonstrationNovember 2021
RF Power Transmission: Energy Harvesting for Self-Sustaining Miniaturized Sensor Nodes
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 592–593https://doi.org/10.1145/3485730.3493365Radio Frequency (RF) energy transfer is an emerging technology to supply perpetually the new generation of internet of things devices. The proposed work shows the design and implementation of RF power transmission circuits the possible usages as a power ...
- demonstrationNovember 2021
A Simulation and Prototyping Toolkit for Airflow Energy Harvesting in Vehicles
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 588–589https://doi.org/10.1145/3485730.3493359Airflow energy harvesting has attracted much attention in the community of energy harvesting, but the efforts to make it accessible for individual users have been limited. In this paper, we address this issue and demonstrate a comprehensive toolkit, ...
- abstractNovember 2021
ECCO-Box: An Edge Computing and Connectivity Framework
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 405–406https://doi.org/10.1145/3485730.3492898The ECCO-Box is a framework to establish connectivity of heterogeneous devices and sensors and distribute computing on the computing continuum dynamically at runtime. The goal of the dissertation is to design an architecture concept and develop a ...
- posterNovember 2021
Social Distancing Compliance Monitoring for COVID-19 Recovery Through Footstep-Induced Floor Vibrations
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 399–400https://doi.org/10.1145/3485730.3492893Monitoring the compliance of social distancing is critical for schools and offices to recover in-person operations in indoor spaces from the COVID-19 pandemic. Existing systems focus on vision- and wearable-based sensing approaches, which require direct ...
- demonstrationNovember 2021
ROMeasure: Smartwatch-Based Practical Solution To Accurately Calculate Joint Range Of Motion
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 345–346https://doi.org/10.1145/3485730.3492878Range Of Motion (ROM) of joints is a key biomarker in assessing the osteokinematics of muskuloskeletal system. Goniometry of ROM is effected by orthopaedists through manual measurement using medical grade goniometers. Such measurement requires personal ...
- demonstrationNovember 2021
Infrastructure-Free Smartphone Indoor Localization Using Room Acoustic Responses
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 343–344https://doi.org/10.1145/3485730.3492877Smartphone indoor location awareness is increasingly demanded by a variety of mobile applications. The existing solutions for accurate smartphone indoor localization rely on additional devices or pre-installed infrastructure (e.g., dense WiFi access ...
- posterNovember 2021
Muscle-Mind: towards the Strength Training Monitoring via the Neuro-Muscular Connection Sensing
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 371–372https://doi.org/10.1145/3485730.3492875Strength training is essential for both physical and mental well-being. Muscular mass and strength gain can help with weight loss, balance improvement, and fall prevention. The neuromuscular connection, or mind-muscle connection, is critical for ...
- posterNovember 2021
Pushing the Limits of Respiration Sensing with Reconfigurable Metasurface
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 367–368https://doi.org/10.1145/3485730.3492873Human respiration monitoring acts as a crucial role to indicate people's daily health. Compared with traditional respiration monitoring methods, device-free wireless respiration sensing technology is emerging as a promising modality due to the less ...
- posterNovember 2021
A Wearable-based Distracted Driving Detection Leveraging BLE
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 365–366https://doi.org/10.1145/3485730.3492872Distracted driving has become a serious problem for traffic safety with the increasing number of fatalities every year. Existing systems have shortcomings of requiring additional hardware or vehicle motion data separation. Moreover, the excessive use of ...
- posterNovember 2021
Enhanced Virtual Reality: Exploring an Immersive and Realistic Virtual Reality Training for Nursing
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 361–362https://doi.org/10.1145/3485730.3492870Virtual Reality (VR) training is an emerging method, which is widely deployed in more and more applications. Compared with traditional physical training and video games-based training, VR training can not only provide a sense of realism and immersion ...
- posterNovember 2021
Exploring an Extensible Children Game Framework based on Augmented Reality Building Blocks
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor SystemsPages 359–360https://doi.org/10.1145/3485730.3492869Playing is an essential way for preschoolers to learn. There are three types of games for preschoolers: functional play, constructive play, and symbolic play. However, existing works/games can only work for one specific type of children's play. ...