Skip to main content

Hwangnam Kim

Korea University · Computer Science

About the Lab

Professor Hwangnam Kim's research lab specializes in next-generation wireless networking, intelligent transportation systems, and smart infrastructure, with a strong focus on UAV-based networks, Internet of Things (IoT) systems, and distributed ledger technologies for smart grids. The lab investigates advanced networking protocols, including frame scheduling and network throughput optimization in mobile and dynamic environments, while also developing robust localization and positioning systems for urban and GPS-challenged environments. A key research direction involves integrating UAVs as aerial network platforms and applying distributed ledger technologies to enable secure, decentralized energy trading in smart grids. The lab emphasizes practical deployment through simulation and modeling, particularly using ns-3 and analytical frameworks for real-world scalability.

UAV networksIoT networkingdistributed ledgerindoor positioningnetwork optimization

Research Overview

Papers
199
Total Citations
2,403
Papers (5y)
31
Primary Field
Computer Science

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
31total
2022
2023
2024
2025
2026
Citations per year (5y)
177total
20222023202420252026

Selected Papers

15
1
Article|208 citations·2017
Future of IoT Networks: A Survey
Suk Lee, Mungyu Bae, Hwangnam Kim
SJR Q2Applied SciencesOA

The introduction of mobile devices has changed our daily lives. They enable users to obtain information even in a nomadic environment and provide information without limitations. A decade after the introduction of this technology, we are now facing the next innovation that will change our daily lives. With the introduction of the Internet of Things (IoT), our communication ability will not be restricted to only mobile devices. Rather, it will expand to all things with which we coexist. Many stud

Computer Networks and CommunicationsComputer Science
2
Article|107 citations·2003
Improving protocol capacity with model-based frame scheduling in IEEE 802.11-operated WLANs
Hwangnam Kim, Jennifer C. Hou

In this paper, we develop a model-based frame scheduling scheme, called MFS, to enhance the capacity of IEEE 802.11-operated wireless LANs (WLANs). In MFS each node estimates the current network status by keeping track of the number of collisions it encounters between its two consecutive successful frame transmissions, and, based on the the estimated information, computes the current network utilization. The result is then used to determine a scheduling delay that is introduced (with the objecti

Computer Networks and CommunicationsComputer Science
3
Article|61 citations·2014
Toward electricity retail competition: Survey and case study on technical infrastructure for advanced electricity market system
Mungyu Bae, Hwantae Kim, Hwantae Kim, Eugene Kim, Albert Yongjoon Chung, Hwangnam Kim, Hwangnam Kim, Jae Hyung Roh
SJR Q1Applied Energy
Electrical and Electronic EngineeringEngineering
4
Article|43 citations·2015
Preserving privacy and efficiency in data communication and aggregation for AMI network
Mungyu Bae, Kangho Kim, Hwangnam Kim
SJR Q1Journal of Network and Computer Applications
Control and Systems EngineeringEngineering
5
Article|39 citations·2018
Indoor Pedestrian Localization Using iBeacon and Improved Kalman Filter
Kwangjae Sung, Dong Kyu Lee, Hwangnam Kim
SJR Q1SensorsOA

The reliable and accurate indoor pedestrian positioning is one of the biggest challenges for location-based systems and applications. Most pedestrian positioning systems have drift error and large bias due to low-cost inertial sensors and random motions of human being, as well as unpredictable and time-varying radio-frequency (RF) signals used for position determination. To solve this problem, many indoor positioning approaches that integrate the user's motion estimated by dead reckoning (DR) me

Electrical and Electronic EngineeringEngineering
6
Article|34 citations·2019
UAV Flight and Landing Guidance System for Emergency Situations †
Joon Yeop Lee, Albert Yongjoon Chung, Hooyeop Shim, Changhwan Joe, Seongjoon Park, Hwangnam Kim
SJR Q1SensorsOA

Unmanned aerial vehicles (UAVs) with high mobility can perform various roles such as delivering goods, collecting information, recording videos and more. However, there are many elements in the city that disturb the flight of the UAVs, such as various obstacles and urban canyons which can cause a multi-path effect of GPS signals, which degrades the accuracy of GPS-based localization. In order to empower the safety of the UAVs flying in urban areas, UAVs should be guided to a safe area even in a

Aerospace EngineeringEngineering
7
Article|33 citations·2019
DAG-Based Distributed Ledger for Low-Latency Smart Grid Network
Seongjoon Park, Hwangnam Kim
SJR Q1EnergiesOA

In this paper, we propose a scheme that implements a Distributed Ledger Technology (DLT) based on Directed Acyclic Graph (DAG) to generate, validate, and confirm the electricity transaction in Smart Grid. The convergence of the Smart Grid and distributed ledger concept has recently been introduced. Since Smart Grids require a distributed network architecture for power distribution and trading, the Distributed Ledger-based Smart Grid design is a spotlighted research domain. However, only the Bloc

Information SystemsComputer Science
8
Article|31 citations·2018
Formation Control Algorithm of Multi-UAV-Based Network Infrastructure
Seongjoon Park, Kangho Kim, Hyunsoon Kim, Hwangnam Kim
SJR Q2Applied SciencesOA

This paper addresses the analysis and the deployment of the network infrastructure based on multiple Unmanned Air Vehicles (UAVs). Despite the unprecedented potential to the mobility of the network infrastructure, there has been no effort to establish a mathematical model of the infrastructure and formation control strategies. We model the generic dynamics of the network infrastructure and derive the network throughput of the infrastructure. Through the parametrization of the model, we extract t

Aerospace EngineeringEngineering
9
Article|28 citations·2012
Implementing home energy management system with UPnP and mobile applications
Hwantae Kim, Hwantae Kim, Suk Kyu Lee, Hyunsoon Kim, Hyunsoon Kim, Hwangnam Kim, Hwangnam Kim
SJR Q1Computer Communications
Computer Networks and CommunicationsComputer Science
10
Article|28 citations·2018
AVSS: Airborne Video Surveillance System
Jongtack Jung, Seungho Yoo, Woong Gyu La, D. Lee, Mungyu Bae, Hwangnam Kim
SJR Q1SensorsOA

Most surveillance systems only contain CCTVs. CCTVs, however, provide only limited maneuverability against dynamic targets and are inefficient for short term surveillance. Such limitations do not raise much concern in some cases, but for the scenario in which traditional surveillance systems do not suffice, adopting a fleet of UAVs can help overcoming the limitations. In this paper, we present a surveillance system implemented with a fleet of unmanned aerial vehicles (UAVs). A surveillance syste

Aerospace EngineeringEngineering
11
Article|25 citations·2004
Network calculus based simulation for TCP congestion control: theorems, implementation and evaluation
Hwangnam Kim, Jennifer C. Hou

In this paper, we examine the feasibility of incorporating network calculus based models in simulating TCP/IP networks. By exploiting network calculus properties, we characterize how TCP congestion control - additive increase and multiplicative decrease (AIMD), together with the queue management strategy used in routers, regulates TCP flows. We first divide the time axis into intervals (each of which consists of multiple round-trip times), and derive a TCP AIMD throughput model which derives the

Computer Networks and CommunicationsComputer Science
12
Article|22 citations·2006
QoS provisioning in IEEE 802.11-compliant networks: Past, present, and future
Hwangnam Kim, Jennifer C. Hou, Chunyu Hu, Ye Ge
SJR Q1Computer Networks
Computer Networks and CommunicationsComputer Science
13
Article|22 citations·2021
DQ: Two approaches to measure the degree of decentralization of blockchain
Jaeseung Lee, Byungheon Lee, Jaeyoung Jung, Hojun Shim, Hwangnam Kim
SJR Q1ICT ExpressOA

Blockchain technology innovatively removes the need for intermediaries and establishes a trust-less trust system by peer-to-peer networks and distributed ledger technology. It is still difficult to clarify the specific degree of decentralization of blockchain even though the decentralized characteristic of the system is derived from this system structure. Namely, the criteria for determining whether decentralized are not well established and do not reflect the real world well. So we propose two

Information SystemsComputer Science
14
Article|22 citations·2023
Reinforcement Learning Based Topology Control for UAV Networks
Taehoon Yoo, Sangmin Lee, Kyeonghyun Yoo, Hwangnam Kim
SJR Q1SensorsOA

The recent development of unmanned aerial vehicle (UAV) technology has shown the possibility of using UAVs in many research and industrial fields. One of them is for UAVs moving in swarms to provide wireless networks in environments where there is no network infrastructure. Although this method has the advantage of being able to provide a network quickly and at a low cost, it may cause scalability problems in multi-hop connectivity and UAV control when trying to cover a large area. Therefore, as

Aerospace EngineeringEngineering
15
Article|22 citations·2018
Ground Control System Based Routing for Reliable and Efficient Multi-Drone Control System
Woonghee Lee, Joon Yeop Lee, Jiyeon Lee, Kangho Kim, Seungho Yoo, Seongjoon Park, Hwangnam Kim
SJR Q2Applied SciencesOA

Various unmanned aerial vehicles (UAVs), also called drones, have developed based on advances in hardware and software technologies. Thus, service providers in diverse areas have tried to utilize drones to create more effective solutions. In many cases, employing multiple drones is more effective to perform the given mission than using a single drone. To utilize multiple drones, the drones should be strongly connected, but it is not trivial to construct reliable and efficient networks for drones

Aerospace EngineeringEngineering

Research Areas

Computer Networks and CommunicationsElectrical and Electronic EngineeringAerospace EngineeringComputer Vision and Pattern RecognitionInformation SystemsControl and Systems Engineering

Dive deeper into Hwangnam Kim's research on Nubint

Open this lab's papers in the app to read with AI, summarize, and cite in your writing.