Wansu Lim

Orcid: 0000-0003-2533-3496

According to our database1, Wansu Lim authored at least 40 papers between 2009 and 2024.

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Bibliography

2024
Edge TMS: Optimized Real-Time Temperature Monitoring Systems Deployed on Edge AI Devices.
IEEE Internet Things J., January, 2024

2023
Edge-Oriented Social Distance Monitoring System Based on MTCNN.
IEEE Trans. Ind. Informatics, August, 2023

2022
Design of Modular BMS and Real-Time Practical Implementation for Electric Motorcycle Application.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

Light-FER: A Lightweight Facial Emotion Recognition System on Edge Devices.
Sensors, 2022

Optimizing Face Recognition Inference with a Collaborative Edge-Cloud Network.
Sensors, 2022

Implementation of IoT-Based Low-Delay Smart Streetlight Monitoring System.
IEEE Internet Things J., 2022

Predicting target data rates for dynamic spectrum allocation using Gaussian process regression.
ICT Express, 2022

An optimal location strategy for multiple drone base stations in massive MIMO.
ICT Express, 2022

Improved Deep Learning-Based Energy Management Strategy for Battery-Supercapacitor Hybrid Electric Vehicle With Adaptive Velocity Prediction.
IEEE Access, 2022

Deep Learning Approaches Based on Transformer Architectures for Image Captioning Tasks.
IEEE Access, 2022

Design, Implementation, and Deployment of Modular Battery Management System for IIoT-Based Applications.
IEEE Access, 2022

Hybrid Energy Management Systems based on Edge Processing for Electric Transportation Applications.
Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

2021
CGDNet: Efficient Hybrid Deep Learning Model for Robust Automatic Modulation Recognition.
IEEE Netw. Lett., 2021

Optimal least square vector autoregressive moving average for battery state of charge estimation and forecasting.
ICT Express, 2021

Novel SOH Estimation of Lithium-Ion Batteries for Real-Time Embedded Applications.
IEEE Embed. Syst. Lett., 2021

BLER performance evaluation of an enhanced channel autoencoder.
Comput. Commun., 2021

Pattern recognition of soldier uniforms with dilated convolutions and a modified encoder-decoder neural network architecture.
Appl. Artif. Intell., 2021

2020
Breaking Wireless Propagation Environmental Uncertainty With Deep Learning.
IEEE Trans. Wirel. Commun., 2020

Accelerating wireless channel autoencoders for short coherence-time communications.
J. Commun. Networks, 2020

Machine Learning to Improve Multi-Hop Searching and Extended Wireless Reachability in V2X.
IEEE Commun. Lett., 2020

Learning to Communicate with Autoencoders: Rethinking Wireless Systems with Deep Learning.
Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

Design of Modular Battery Management System with Point-to-point SoC Estimation Algorithm.
Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

2019
Efficient T-CONT-Agnostic Bandwidth and Wavelength Allocation for NG-PON2.
JOCN, 2019

Machine Learning for 5G/B5G Mobile and Wireless Communications: Potential, Limitations, and Future Directions.
IEEE Access, 2019

Hybrid VARMA and LSTM Method for Lithium-ion Battery State-of-Charge and Output Voltage Forecasting in Electric Motorcycle Applications.
IEEE Access, 2019

Fine-tuning a pre-trained Convolutional Neural Network Model to translate American Sign Language in Real-time.
Proceedings of the International Conference on Computing, Networking and Communications, 2019

2018
An Energy-Efficient and Collision-Avoidance MAC Protocol with Pre-scheduling for Wireless Sensor Networks.
Wirel. Pers. Commun., 2018

An artificially structured step-index metasurface for 10GHz leaky waveguides and antennas.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Korean Sign Language Translation Using Machine Learning.
Proceedings of the Tenth International Conference on Ubiquitous and Future Networks, 2018

Artificial Intelligence in 5G Technology: A Survey.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2018

2017
Classification improvement using an unscented Kalman filter in brain computer interface systems.
Int. J. Comput. Vis. Robotics, 2017

Dynamic Bandwidth Allocation for OFDMA-PONs Using Hidden Markov Model.
IEEE Access, 2017

2016
User Request Traffic Condition Providing System for using Location Information.
Proceedings of the ICEIS 2016, 2016

2015
Backhaul-Aware User Association in FiWi Enhanced LTE-A Heterogeneous Networks.
IEEE Trans. Wirel. Commun., 2015

Parallel dynamic subcarrier and time allocation protocol for long-reach OFDMA-PONs.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014
MAC protocol designs for OFDMA-PONs.
Proceedings of the 14th International Symposium on Communications and Information Technologies, 2014

2013
Modeling of LTE back-hauling through OFDMA-PONs.
Proceedings of the 17th International Conference on Optical Networking Design and Modeling, 2013

Flexible QoS differentiation in converged OFDMA-PON and LTE networks.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

2012
Analytical Time-Domain Model for Radio over Free Space Optical (RoFSO) Systems Considering the Scintillation Effect.
IEEE Trans. Aerosp. Electron. Syst., 2012

2009
Burst-Polling-Based Dynamic Bandwidth Allocation Using Adaptive Minimum Guaranteed Bandwidth for EPONs.
JOCN, 2009


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