Search Results - "Kwon, Sungoh"

Adaptive Mobility Load Balancing Algorithm for LTE Small-Cell Networks by Hasan, Md Mehedi, Sungoh Kwon, Jee-Hyeon Na

“…Small cells were introduced to support high data-rate services and for dense deployment. Owing to user equipment (UE) mobility and small-cell coverage, the…”
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Analysis of Connectivity and Capacity in 1-D Vehicle-to-Vehicle Networks by Sungoh Kwon, Yoora Kim, Shroff, Ness B.

“…A vehicle-to-vehicle (V2V) network is one type of mobile ad hoc network. Due to mobility, the topology in a V2V network is time-varying, which complicates the…”
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Real-Time Classification of Diesel Marine Engine Loads Using Machine Learning by Shahid, Syed Maaz, Ko, Sunghoon, Kwon, Sungoh

“…An engine control system is responsible for controlling the combustion parameters of an internal combustion engine to increase the efficiency of the engine. An…”
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Machine Learning-Based Mobility Robustness Optimization Under Dynamic Cellular Networks by Nguyen, Minh-Thang, Kwon, Sungoh

“…In this paper, we propose a machine learning−based mobility robustness optimization algorithm to optimize handover parameters for seamless mobility under…”
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Analysis of Shortest Path Routing for Large Multi-Hop Wireless Networks by Sungoh Kwon, Shroff, N.B.

“…In this paper, we analyze the impact of straight line routing in large homogeneous multi-hop wireless networks. We estimate the nodal load, which is defined as…”
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Deep Reinforcement Learning-Based Battery Management Algorithm for Retired Electric Vehicle Batteries with a Heterogeneous State of Health in BESSs by Doan, Nhat Quang, Shahid, Syed Maaz, Choi, Sung-Jin, Kwon, Sungoh

“…In this paper, we propose a battery management algorithm to optimize the lifetimes of retired lithium batteries with heterogeneous states of health in a…”
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Cluster-Based Load Balancing Algorithm for Ultra-Dense Heterogeneous Networks by Hasan, MD. Mehedi, Kwon, Sungoh

“…In a highly dense heterogeneous cellular network, the loads across cells are uneven due to random deployment of cells and the mobility of user equipments…”
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Capacity Analysis of Opportunistic Scheduling in Nakagami- m Fading Environments by Kim, Yoora, Kwon, Sungoh

“…The wireless medium has a time-varying feature due to fading, and individual users experience different degrees of fading. Opportunistic scheduling exploits…”
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Extending the BESS Lifetime: A Cooperative Multi-Agent Deep Q Network Framework for a Parallel-Series Connected Battery Pack by Doan, Nhat Quang, Shahid, Syed Maaz, Duong, Tho Minh, Choi, Sung-Jin, Kwon, Sungoh

“…In this paper, we propose a battery management algorithm to maximize the lifetime of a parallel-series connected battery pack with heterogeneous states of…”
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Energy-Efficient Unified Routing Algorithm for Multi-Hop Wireless Networks by Sungoh Kwon, Shroff, Ness B.

“…In this paper, we develop an energy-efficient routing scheme that takes into account four key wireless system elements: transmission power; interference;…”
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Load Balancing for 5G Integrated Satellite-Terrestrial Networks by Shahid, Syed Maaz, Seyoum, Yemane Teklay, Won, Seok Ho, Kwon, Sungoh

“…We propose a load balancing algorithm for a multi-RAT (radio access technology) network including a non-terrestrial network (NTN) and a terrestrial network…”
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Mobility-Assisted on-Demand Routing Algorithm for MANETs in the Presence of Location Errors by Vu, Trung Kien, Kwon, Sungoh

“…We propose a mobility-assisted on-demand routing algorithm for mobile ad hoc networks in the presence of location errors. Location awareness enables mobile…”
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Load Balancing for Integrated Access and Backhaul in mmWave Small Cells by Tran, Quang-Huy, Duong, Tho-Minh, Kwon, Sungoh

“…In this paper, we propose a load-balancing algorithm for small-cell integrated access and backhaul (IAB) networks operating in the millimeter wave (mmWave)…”
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An Emergency Packet Forwarding Scheme for V2V Communication Networks by Hoque, Faika, Kwon, Sungoh

“…This paper proposes an effective warning message forwarding scheme for cooperative collision avoidance. In an emergency situation, an emergency-detecting…”
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Movement Noise Cancellation in Second Derivative of Photoplethysmography Signals with Wavelet Transform and Diversity Combining by Ban, Dahee, Shahid, Syed, Kwon, Sungoh

“…In this paper, we propose an algorithm to remove movement noise from second derivative of photoplethysmography (SDPPG) signals. SDPPG is widely used in…”
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Movement noise cancellation in PPG signals by Ban, Dahee, Kwon, Sungoh

“…In this paper, we propose an algorithm to remove movement noise in photoplethysmography (PPG) signals. To that end, we use the multipath diversity of PPG…”
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Geographic routing in the presence of location errors by Kwon, Sungoh, Shroff, Ness B.

“…In this paper, we propose a new geographic routing algorithm that alleviates the effect of location errors on routing in wireless ad hoc networks. In most…”
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Uplink QoS Scheduling for LTE System by Sungoh Kwon, Neung-Hyung Lee

“…In this paper, we propose a QoS uplink scheduling algorithm for LTE collaborating with delay estimation. Unlike downlink scheduling, uplink scheduling cannot…”
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Real-time abnormality detection and classification in diesel engine operations with convolutional neural network by Shahid, Syed Maaz, Ko, Sunghoon, Kwon, Sungoh

“…In this paper, we propose a real-time diagnostic method using a convolutional neural network (CNN) to detect cylinder misfires and engine load conditions in…”
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Joint call admission control and load-balancing in ultra-dense cellular networks: a proactive approach by Hasan, Md Mehedi, Kwon, Sungoh

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