Eun Som Jeon,Sinjini Mitra,Jisoo Lee et al.
Eun Som Jeon et al.
Human gait analysis with wearable sensors has been widely used in various applications, such as daily life healthcare, rehabilitation, physical therapy, and clinical diagnostics and monitoring. In particular, ground reaction force (GRF) pro...
REDA: A Real-Time Event-Detection Approach To Minimize IoT Visual Data Generation With Computation Efficiency [0.03%]
一种高效的物联网实时事件检测方法REDA
Abid Sultan,Lin Yao,Xin Wang et al.
Abid Sultan et al.
The Internet of Things (IoT) offers vast potential to enhance the quality of life, but the excessive visual data generated during environmental monitoring presents significant challenges. Existing visual data minimization methods struggle w...
Uncertainty-aware Topological Persistence Guided Knowledge Distillation on Wearable Sensor Data [0.03%]
不确定性感知拓扑持久性引导的知识蒸馏在可穿戴传感器数据上的应用
Eun Som Jeon,Matthew P Buman,Pavan Turaga
Eun Som Jeon
In applications involving analysis of wearable sensor data, machine learning techniques that use features from topological data analysis (TDA) have demonstrated remarkable performance. Persistence images (PIs) generated through TDA prove ef...
Employing Cyber-Physical Systems: Dynamic Traffic Light Control at Road Intersections [0.03%]
运用 cyber-physical 系统进行动态交通灯控制以改善道路交叉口的交通安全及效率
Ossama Younis,Nader Moayeri
Ossama Younis
Traffic lights (TLs) are used to control traffic at road intersections. Typically, the TL control mechanism on the road operates according to a fixed periodic schedule to change the light (red/yellow/green). A different schedule may be empl...
Yingjian Song,Bingnan Li,Dan Luo et al.
Yingjian Song et al.
This paper presents the design and evaluation of an engagement-free and contactless vital signs and occupancy monitoring system called BedDot. While many existing works demonstrated contactless vital signs estimation, they do not address th...
A Wrist-Worn Internet of Things Sensor Node for Wearable Equivalent Daylight Illuminance Monitoring [0.03%]
一种用于穿戴式等效白天照明度监测的腕戴物联网传感器节点
Navid Mohammadian,Altug Didikoglu,Christopher Beach et al.
Navid Mohammadian et al.
Light exposure is a vital regulator of physiology and behavior in humans. However, monitoring of light exposure is not included in current wearable Internet of Things (IoT) devices, and only recently have international standards defined [Fo...
Federated Fuzzy Clustering for Decentralized Incomplete Longitudinal Behavioral Data [0.03%]
去中心化不完整纵向行为数据的联邦模糊聚类方法研究
Hieu Ngo,Hua Fang,Joshua Rumbut et al.
Hieu Ngo et al.
The use of medical data for machine learning, including unsupervised methods such as clustering, is often restricted by privacy regulations such as the Health Insurance Portability and Accountability Act (HIPAA). Medical data is sensitive a...
Towards Deep Q-Network Based Resource Allocation in Industrial Internet of Things [0.03%]
基于深度Q网络的工业物联网资源分配研究
Fan Liang,Wei Yu,Xing Liu et al.
Fan Liang et al.
With the increasing adoption of Industrial Internet of Things (IIoT) devices, infrastructures, and supporting applications, it is critical to design schemes to effectively allocate resources (e.g., networking, computing, and energy) in IIoT...
Fan Liang,Wei Yu,Xing Liu et al.
Fan Liang et al.
As a typical application of the Internet of Things (IoT), the Industrial Internet of Things (IIoT) connects all the related IoT sensing and actuating devices ubiquitously so that the monitoring and control of numerous industrial systems can...
Adaptive Channel-State-Information Feedback in Integrated Sensing and Communication Systems [0.03%]
集成传感和通信系统中的自适应信道状态信息反馈
Neeraj Varshney,Samuel Berweger,Jack Chuang et al.
Neeraj Varshney et al.
Efficient design of integrated sensing and communication systems can minimize signaling overhead by reducing the size and/or rate of feedback in reporting channel state information (CSI). To minimize the signaling overhead when performing s...