Ganguk Hwang

Orcid: 0000-0001-7727-9028

According to our database1, Ganguk Hwang authored at least 36 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Feature selection with scalable variational gaussian process via sensitivity analysis based on L2 divergence.
Neurocomputing, 2023

Towards Understanding Ensemble Distillation in Federated Learning.
Proceedings of the International Conference on Machine Learning, 2023

2022
Bayesian mixture of gaussian processes for data association problem.
Pattern Recognit., 2022

Path Loss Model Based on Machine Learning Using Multi-Dimensional Gaussian Process Regression.
IEEE Access, 2022

2021
Rain Attenuation Prediction Model for Terrestrial Links Using Gaussian Process Regression.
IEEE Commun. Lett., 2021

2020
Gaussian Process Regression-Based Traffic Load Balancing for Multimedia Multipath Systems.
IEEE Trans. Netw. Serv. Manag., 2020

Stochastic geometry analysis of the correlation between consecutive packet transmissions in WLAN.
Ann. Oper. Res., 2020

Time Series Forecasting Based Day-Ahead Energy Trading in Microgrids: Mathematical Analysis and Simulation.
IEEE Access, 2020

2019
Adaptive Bandwidth Allocation Based on Sample Path Prediction With Gaussian Process Regression.
IEEE Trans. Wirel. Commun., 2019

Prediction Based Efficient Online Bandwidth Allocation Method.
IEEE Commun. Lett., 2019

Optimal throughput analysis of multiple channel access in cognitive radio networks.
Ann. Oper. Res., 2019

2018
Distance-Based Inter-Cell Interference Coordination in Small Cell Networks: Stochastic Geometry Modeling and Analysis.
IEEE Trans. Wirel. Commun., 2018

Adaptive Contention Window Control Scheme in Wireless Ad Hoc Networks.
IEEE Commun. Lett., 2018

A New Autonomous Adaptive MAC Protocol in Wireless Networks.
IEEE Access, 2018

Energy Trading System in Microgrids With Future Forecasting and Forecasting Errors.
IEEE Access, 2018

Spatial Modelling and Analysis of WLAN with Poisson Point Process.
Proceedings of the Queueing Theory and Network Applications, 2018

2017
Delay analysis and optimality of the renewal access protocol.
Ann. Oper. Res., 2017

Event-Driven Energy Trading System in Microgrids: Aperiodic Market Model Analysis With a Game Theoretic Approach.
IEEE Access, 2017

Performance analysis of distance-based inter-cell interference coordination in Small Cell Networks.
Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017

Performance Analysis of Broadcast Packets in Vehicular Ad Hoc Networks.
Proceedings of the Queueing Theory and Network Applications, 2017

2016
Throughput Performance Optimization of Super Dense Wireless Networks With the Renewal Access Protocol.
IEEE Trans. Wirel. Commun., 2016

Contribution-Based Energy-Trading Mechanism in Microgrids for Future Smart Grid: A Game Theoretic Approach.
IEEE Trans. Ind. Electron., 2016

Optimal Throughput Analysis of Random Access Policies for Cognitive Radio Networks with Multiple Channel Access.
Proceedings of the 11th International Conference on Queueing Theory and Network Applications, 2016

A new contention based adaptive MAC protocol based on the renewal access protocol.
Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016

Joint optimal access and sensing policy on distributed cognitive radio networks with channel aggregation.
Proceedings of the Eighth International Conference on Ubiquitous and Future Networks, 2016

2015
Design and Analysis of Medium Access Protocol: Throughput and Short-Term Fairness Perspective.
IEEE/ACM Trans. Netw., 2015

Per-node throughput and fairness analysis of IEEE 802.11 wireless networks with hidden nodes.
Perform. Evaluation, 2015

Optimal Design for One-Dimensional ALOHA Ad Hoc Networks Based on Stochastic Geometry.
Int. J. Distributed Sens. Networks, 2015

Color Sommelier: Interactive Color Recommendation System Based on Community-Generated Color Palettes.
Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, 2015

Throughput Analysis of Multichannel Cognitive Radio Networks Based on Stochastic Geometry.
Proceedings of the Queueing Theory and Network Applications, 2015

Stability analysis of multi-channel cognitive radio networks based on decoupling approach.
Proceedings of the Seventh International Conference on Ubiquitous and Future Networks, 2015

Optimal throughput analysis of a super dense wireless network with the Renewal Access Protocol.
Proceedings of the IEEE International Conference on Communication, 2015

2014
Power-Efficient Load Distribution for Multihomed Services With Sleep Mode Over Heterogeneous Wireless Access Networks.
IEEE Trans. Veh. Technol., 2014

2013
Delay Analysis of OFDMA-Aloha.
IEEE Trans. Wirel. Commun., 2013

An Optimized Random Channel Access Policy in Cognitive Radio Networks under Packet Collision Requirement for Primary Users.
IEEE Trans. Wirel. Commun., 2013

Performance modeling and analysis of IEEE 802.11 wireless networks with hidden nodes.
Proceedings of the 16th ACM International Conference on Modeling, 2013


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