Search Results - "Yang Lim, Wei"
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Predictors of obstructive sleep apnea misclassification when using total bed time versus total sleep time
Published in Scientific reports (01-06-2021)“…Obstructive sleep apnea (OSA) is a highly prevalent condition worldwide. Untreated, it is associated with multiple medical complications as well as a reduced…”
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Green Technologies for the Sustainable Metaverse and Web 3.0
Published in IEEE wireless communications (01-10-2023)“…The concepts of Metaverse and Web 3.0 have surged in popularity, heralded as the "successor to the mobile Internet." Web 3.0 represents a transformative shift…”
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GIoV: Achieving Generative AI Services in Internet of Vehicles via Collaborative Edge Intelligence
Published in 2024 IEEE Wireless Communications and Networking Conference (WCNC) (21-04-2024)“…The utilization of emergent Generative Artificial Intelligence (GAl) within the realm of Internet of Vehicles (loV) can augment edge intelligence, thereby…”
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Conference Proceeding -
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Privacy Budget-Aware Incentive Mechanism for Federated Learning in Intelligent Transportation Systems
Published in ICC 2023 - IEEE International Conference on Communications (28-05-2023)“…Vehicles on the road generate a large amount of data, which often can be used to train models for destination prediction and traffic flow prediction in…”
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Conference Proceeding -
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A Full Dive Into Realizing the Edge-Enabled Metaverse: Visions, Enabling Technologies, and Challenges
Published in IEEE Communications surveys and tutorials (2023)“…Dubbed "the successor to the mobile Internet," the concept of the Metaverse has grown in popularity. While there exist lite versions of the Metaverse today,…”
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Realizing the Metaverse with Edge Intelligence: A Match Made in Heaven
Published in IEEE wireless communications (01-08-2023)“…Dubbed "the successor to the mobile Internet," the concept of the Metaverse has recently exploded in popularity. While there exists lite versions of the…”
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Journal Article -
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Federated Learning in Mobile Edge Networks: A Comprehensive Survey
Published in IEEE Communications surveys and tutorials (01-01-2020)“…In recent years, mobile devices are equipped with increasingly advanced sensing and computing capabilities. Coupled with advancements in Deep Learning (DL),…”
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Decentralized Edge Intelligence: A Dynamic Resource Allocation Framework for Hierarchical Federated Learning
Published in IEEE transactions on parallel and distributed systems (01-03-2022)“…To enable the large scale and efficient deployment of Artificial Intelligence (AI), the confluence of AI and Edge Computing has given rise to Edge…”
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Dynamic Edge Association and Resource Allocation in Self-Organizing Hierarchical Federated Learning Networks
Published in IEEE journal on selected areas in communications (01-12-2021)“…Federated Learning (FL) is a promising privacy-preserving distributed machine learning paradigm. However, communication inefficiency remains the key bottleneck…”
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10
Adaptive aberration correction using an electrowetting array
Published in Applied physics letters (20-02-2023)“…We demonstrate a method that permits wavefront aberration correction using an array of electrowetting prisms. A fixed high fill factor microlens array followed…”
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Strategy for Safe Bronchoscopy During the COVID-19 Pandemic
Published in The Annals of thoracic surgery (01-07-2022)“…Aerosol-generating procedures are avoided for patients with coronavirus disease 2019 (COVID-19) to lower the risk of transmission to health care providers…”
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High extinction ratio, low insertion loss, optical switch based on an electrowetting prism
Published in Optics express (02-03-2020)“…An optical switch based on an electrowetting prism coupled to a multimode fiber has demonstrated a large extinction ratio with speeds up to 300 Hz…”
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Towards Federated Learning in UAV-Enabled Internet of Vehicles: A Multi-Dimensional Contract-Matching Approach
Published in IEEE transactions on intelligent transportation systems (01-08-2021)“…Coupled with the rise of Deep Learning, the wealth of data and enhanced computation capabilities of Internet of Vehicles (IoV) components enable effective…”
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Semantic Communications for Future Internet: Fundamentals, Applications, and Challenges
Published in IEEE Communications surveys and tutorials (2023)“…With the increasing demand for intelligent services, the sixth-generation (6G) wireless networks will shift from a traditional architecture that focuses solely…”
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Axisymmetrical resonance modes in an electrowetting optical lens
Published in Applied physics letters (15-05-2023)“…Electrowetting-based adaptive optics are of great interest for applications ranging from confocal microscopy to LIDAR, but the impact of low-frequency…”
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Liquid Combination with High Refractive Index Contrast and Fast Scanning Speeds for Electrowetting Adaptive Optics
Published in Langmuir (04-12-2018)“…Electrowetting adaptive optical devices are versatile, with applications ranging from microscopy to remote sensing. The choice of liquids in these devices…”
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Four Patients with COVID-19 and Tuberculosis, Singapore, April-May 2020
Published in Emerging infectious diseases (01-11-2020)“…Coronavirus disease (COVID-19) and tuberculosis (TB) developed in 4 foreign workers living in dormitories in Singapore during April-May 2020. Clinical…”
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An Ultra Low Voltage Energy Efficient Level Shifter With Current Limiter and Improved Split-Controlled Inverter
Published in IEEE transactions on circuits and systems. II, Express briefs (01-05-2024)“…This brief introduces an improved Wilson current mirror level shifter (WCMLS) circuit designed in CMOS 55 nm technology, optimized for ultra-low voltage…”
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Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework With UAV Swarms
Published in IEEE internet of things journal (15-06-2021)“…Due to air quality significantly affects human health, it is becoming increasingly important to accurately and timely predict the air quality index (AQI). To…”
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Journal Article -
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When Information Freshness Meets Service Latency in Federated Learning: A Task-Aware Incentive Scheme for Smart Industries
Published in IEEE transactions on industrial informatics (01-01-2022)“…For several industrial applications, a sole data owner may lack sufficient training samples to train effective machine learning based models. As such, we…”
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