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Mau‐Luen Tham

7 papers indexed

openalexACM Transactions on Multimedia Computing Communications and Applications2025-09-04

Efficient Client Selection for Asynchronous Federated Learning for Adaptive Bitrate Streaming

Yi Jie Wong, Mau‐Luen Tham, Ban-Hoe Kwan, Yoong Choon Chang, Anissa Mokraoui, Feng Ke

Recently, Deep Reinforcement Learning (DRL) has been applied to enhance the Quality of Experience (QoE) of Adaptive Bitrate Streaming (ABR) by adjusting the video quality level in real time based on instantaneous network conditions. To build a state-of-the-art DRL-based ABR (DRLA…

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openalex2025-04-18Cited by 1

WRN-YOLO: An Improved YOLO for Drone Detection using Wide ResNet

Yi Jie Wong, Wingates Voon, Mau‐Luen Tham, Ban-Hoe Kwan, Yoong Choon Chang, Yan Chai Hum

The widespread adoption of Unmanned Aerial Vehicles (UAVs) or drones has introduced significant security and privacy challenges, particularly concerning unauthorized drone activities near sensitive areas. To address these concerns, we propose a novel drone detection model, WRN-YO…

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openalexETRI Journal2023-08-01Cited by 4

Proportionally fair load balancing with statistical quality of service provisioning for aerial base stations

Shengqi Jiang, Ying Loong Lee, Mau‐Luen Tham, Donghong Qin, Yoong Choon Chang, Allyson Gek Hong Sim

Abstract Aerial base stations (ABSs) seem promising to enhance the coverage and capacity of fifth‐generation and upcoming networks. With the flexible mobility of ABSs, they can be positioned in air to maximize the number of users served with a guaranteed quality of service (QoS).…

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openalexSensors2023-07-17Cited by 7

Mobility-Aware Resource Allocation in IoRT Network for Post-Disaster Communications with Parameterized Reinforcement Learning

Homayun Kabir, Mau‐Luen Tham, Yoong Choon Chang, Chee‐Onn Chow, Yasunori Owada

Natural disasters, including earthquakes, floods, landslides, tsunamis, wildfires, and hurricanes, have become more common in recent years due to rapid climate change. For Post-Disaster Management (PDM), authorities deploy various types of user equipment (UE) for the search and r…

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openalexDigital Communications and Networks2023-05-29Cited by 96

Internet of robotic things for mobile robots: Concepts, technologies, challenges, applications, and future directions

Homayun Kabir, Mau‐Luen Tham, Yoong Choon Chang

Nowadays, Multi Robotic System (MRS) consisting of different robot shapes, sizes and capabilities has received significant attention from researchers and are being deployed in a variety of real-world applications. From sensors and actuators improved by communication technologies…

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openalexJournal of Communications Software and Systems2023-01-01Cited by 6

Twin Delayed DDPG based Dynamic Power Allocation for Mobility in IoRT

Homayun Kabir, Mau‐Luen Tham, Yoong Choon Chang

The internet of robotic things (IoRT) is a modern as well as fast-evolving technology employed in abundant socio-economical aspects which connect user equipment (UE) for communication and data transfer among each other. For ensuring the quality of service (QoS) in IoRT applicatio…

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openalexIEEE Access2021-01-01Cited by 88

Double Deep Q-Network-Based Energy-Efficient Resource Allocation in Cloud Radio Access Network

Amjad Iqbal, Mau‐Luen Tham, Yoong Choon Chang

Cloud radio access network (CRAN) has been shown as an effective means to boost network performance. Such gain stems from the intelligent management of remote radio heads (RRHs) in terms of on/off operation mode and power consumption. Most conventional resource allocation (RA) me…

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