Ganguk Hwang

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 25

Top Topics

Gaussian Process

Cognitive Radio Networks

Wireless Networks

Top Venues

IEEE Trans. Wirel. Commun.

IEEE Commun. Lett.

Publications

Younghwan Jeon, Ganguk Hwang
Feature selection with scalable variational gaussian process via sensitivity analysis based on L2 divergence. Neurocomputing 518 (2023)
Sejun Park, Kihun Hong, Ganguk Hwang
Towards Understanding Ensemble Distillation in Federated Learning. ICML (2023)
Younghwan Jeon, Ganguk Hwang
Bayesian mixture of gaussian processes for data association problem. Pattern Recognit. 127 (2022)
Ki Joung Jang, Sejun Park, Junseok Kim, Youngkeun Yoon, Chung-Sup Kim, Young-Jun Chong, Ganguk Hwang
Path Loss Model Based on Machine Learning Using Multi-Dimensional Gaussian Process Regression. IEEE Access 10 (2022)
Ki Joung Jang, Youngkeun Yoon, Junseok Kim, Jong Ho Kim, Ganguk Hwang
Rain Attenuation Prediction Model for Terrestrial Links Using Gaussian Process Regression. IEEE Commun. Lett. 25 (11) (2021)
Youngrock Oh, Ganguk Hwang
Stochastic geometry analysis of the correlation between consecutive packet transmissions in WLAN. Ann. Oper. Res. 293 (1) (2020)
Gyohun Jeong, Sangdon Park, Ganguk Hwang
Time Series Forecasting Based Day-Ahead Energy Trading in Microgrids: Mathematical Analysis and Simulation. IEEE Access 8 (2020)
Jeongseop Kim, JinSoo Park, Ganguk Hwang
Gaussian Process Regression-Based Traffic Load Balancing for Multimedia Multipath Systems. IEEE Trans. Netw. Serv. Manag. 17 (2) (2020)
Jeongseop Kim, Ganguk Hwang
Adaptive Bandwidth Allocation Based on Sample Path Prediction With Gaussian Process Regression. IEEE Trans. Wirel. Commun. 18 (10) (2019)
Jeongseop Kim, Ganguk Hwang
Prediction Based Efficient Online Bandwidth Allocation Method. IEEE Commun. Lett. 23 (12) (2019)
Sangdon Park, Ganguk Hwang, Jun Kyun Choi
Optimal throughput analysis of multiple channel access in cognitive radio networks. Ann. Oper. Res. 277 (2) (2019)
Jonghun Yoon, Ganguk Hwang
Distance-Based Inter-Cell Interference Coordination in Small Cell Networks: Stochastic Geometry Modeling and Analysis. IEEE Trans. Wirel. Commun. 17 (6) (2018)
Myung Woo Lee, Ganguk Hwang
Adaptive Contention Window Control Scheme in Wireless Ad Hoc Networks. IEEE Commun. Lett. 22 (5) (2018)
Gyohun Jeong, Sangdon Park, Joohyung Lee, Ganguk Hwang
Energy Trading System in Microgrids With Future Forecasting and Forecasting Errors. IEEE Access 6 (2018)
Youngrock Oh, Yunbae Kim, Jeongseop Kim, Ganguk Hwang, Seungkeun Park
A New Autonomous Adaptive MAC Protocol in Wireless Networks. IEEE Access 6 (2018)
Youngrock Oh, Ganguk Hwang
Spatial Modelling and Analysis of WLAN with Poisson Point Process. QTNA (2018)
Sangdon Park, Joohyung Lee, Ganguk Hwang, Jun Kyun Choi
Event-Driven Energy Trading System in Microgrids: Aperiodic Market Model Analysis With a Game Theoretic Approach. IEEE Access 5 (2017)
Jonghun Yoon, Ganguk Hwang
Performance analysis of distance-based inter-cell interference coordination in Small Cell Networks. WoWMoM (2017)
Yunbae Kim, Ganguk Hwang
Delay analysis and optimality of the renewal access protocol. Ann. Oper. Res. 252 (1) (2017)
Jaedeok Kim, Ganguk Hwang
Performance Analysis of Broadcast Packets in Vehicular Ad Hoc Networks. QTNA (2017)
Youngrock Oh, Yunbae Kim, Ganguk Hwang, Seungkeun Park
A new contention based adaptive MAC protocol based on the renewal access protocol. PIMRC (2016)
Sangdon Park, Jaedeok Kim, Ganguk Hwang, Jun Kyun Choi
Joint optimal access and sensing policy on distributed cognitive radio networks with channel aggregation. ICUFN (2016)
Sangdon Park, Ganguk Hwang, Jun Kyun Choi
Optimal Throughput Analysis of Random Access Policies for Cognitive Radio Networks with Multiple Channel Access. QTNA (2016)
Sangdon Park, Joohyung Lee, Sohee Bae, Ganguk Hwang, Jun Kyun Choi
Contribution-Based Energy-Trading Mechanism in Microgrids for Future Smart Grid: A Game Theoretic Approach. IEEE Trans. Ind. Electron. 63 (7) (2016)
Yunbae Kim, Ganguk Hwang, Jung-Sun Um, Sungjin Yoo, Hoiyoon Jung, Seungkeun Park
Throughput Performance Optimization of Super Dense Wireless Networks With the Renewal Access Protocol. IEEE Trans. Wirel. Commun. 15 (5) (2016)
Myung Woo Lee, Ganguk Hwang, Sumit Roy
Per-node throughput and fairness analysis of IEEE 802.11 wireless networks with hidden nodes. Perform. Evaluation 87 (2015)
Seunghee Lee, Ganguk Hwang
Optimal Design for One-Dimensional ALOHA Ad Hoc Networks Based on Stochastic Geometry. Int. J. Distributed Sens. Networks 11 (2015)
Yunbae Kim, Ganguk Hwang, Jung-Sun Um, Sungjin Yoo, Hoiyoon Jung, Seungkeun Park
Optimal throughput analysis of a super dense wireless network with the Renewal Access Protocol. ICC Workshops (2015)
Seunghee Lee, Ganguk Hwang
Throughput Analysis of Multichannel Cognitive Radio Networks Based on Stochastic Geometry. QTNA (2015)
Jaedeok Kim, Ganguk Hwang
Stability analysis of multi-channel cognitive radio networks based on decoupling approach. ICUFN (2015)
Yunbae Kim, Ganguk Hwang
Design and Analysis of Medium Access Protocol: Throughput and Short-Term Fairness Perspective. IEEE/ACM Trans. Netw. 23 (3) (2015)
KyoungHee Son, Seoyoung Oh, Yongkwan Kim, Hayan Choi, Seok-Hyung Bae, Ganguk Hwang
Color Sommelier: Interactive Color Recommendation System Based on Community-Generated Color Palettes. UIST (Adjunct Volume) (2015)
Joohyung Lee, Nga T. Dinh, Ganguk Hwang, Jun Kyun Choi, Chimoon Han
Power-Efficient Load Distribution for Multihomed Services With Sleep Mode Over Heterogeneous Wireless Access Networks. IEEE Trans. Veh. Technol. 63 (4) (2014)
Hyeonje Cho, Ganguk Hwang
An Optimized Random Channel Access Policy in Cognitive Radio Networks under Packet Collision Requirement for Primary Users. IEEE Trans. Wirel. Commun. 12 (12) (2013)
Abdulmohsen Mutairi, Sumit Roy, Ganguk Hwang
Delay Analysis of OFDMA-Aloha. IEEE Trans. Wirel. Commun. 12 (1) (2013)
Myung Woo Lee, Ganguk Hwang, Sumit Roy
Performance modeling and analysis of IEEE 802.11 wireless networks with hidden nodes. MSWiM (2013)