Publications

Peer-Reviewed Journals (International)

[15] Judith Nkechinyere Njoku, M. Eugenio Morocho-Cayamcela, Wansu Lim, “CGDNet: An fficient Hybrid Deep Learning Model for Robust Automatic Modulation Recognition.” IEEE Networking Letters. (doi: 10.1109/LNET.2021.3057637) (Accepted).

[14] M. Eugenio Morocho-Cayamcela, Wansu Lim, “Pattern recognition of soldier uniforms with dilated convolutions and a modified encoder-decoder neural network architecture.” Applied Artificial Intelligence, (Accepted).

[13] Hojong Choi, Junghun Park, Wansu Lim, Yeon-Mo Yang, “Active-beacon-based driver sound separation system for autonomous vehicle applications.” Applied Acoustics, Jan. 2021.

[12] M. Eugenio Morocho-Cayamcela, Wansu Lim, “Lateral Confinement of High-Impedance Surface-Waves through Reinforcement Learning.” IET Electronics Letters, Sep. 2020.

[11] M. Eugenio Morocho-Cayamcela, Wansu Lim, “Accelerating wireless channel autoencoders for short coherence-time communications.” Journal of Communications and Networks, July 2020.

[10] M. Eugenio Morocho-Cayamcela, Martin Maier, Wansu Lim, “Breaking Wireless Propagation Environmental Uncertainty with Deep Learning.” IEEE Trans. on Wireless Comm., Aug. 2020. (doi: 10.1109/TWC.2020.2986202)

[9] M. Eugenio Morocho-Cayamcela, Haeyoung Lee, Wansu Lim, “Machine Learning to Improve Multihop Searching and Extended Wireless Reachability in V2X.” IEEE Comm. Lett., July 2020. (doi: 10.1109/LCOMM.2020.2982887)

[8] M. Eugenio Morocho-Cayamcela, Haeyoung Lee, Wansu Lim, Machine Learning for 5G/B5G Mobile and Wireless Communications: Potential, Limitations, and Future Directions.” IEEE Access, Dec. 2019.

[7] Pandelis Kourtessis, Wansu Lim, Noemi Merayo, Yeon-Mo Yang, John M. SeniorEfficient T-CONT-Agnostic Bandwidth and Wavelength Allocation for NG-PON2.” IEEE/OSA JOCN, July 2019.

[6] Angela Cabiao Caliwag, Wansu Lim, Hybrid VARMA and LSTM Method for Lithium-ion Battery State-of-Charge and Output Voltage Forecasting in Electric Motorcycle Applications.” IEEE Access, vol. 7, Dec. 2019.

[5] Kyoungseok Oh, Gyuhyeon Gim, Wansu Lim, Byeong Man Kim, “An Energy-Efficient and Collision-Avoidance MAC Protocol with Pre-scheduling for Wireless Sensor Networks. Wireless Personal Communications, vol. 102, pp. 61-78, May 2018.

[4] Wansu Lim, Pandelis Kourtessis, John M. Senior, Yongsoo Na, Yazan Allawi, Seong-Bae Jeon, and Hae Chung, “Dynamic Bandwidth Allocation for OFDMA-PONs Using Hidden Markov Model.” IEEE Access, vol. 5, pp. 21019, Feb. 2017.

[3] Wansu Lim, “BER Analysis of Coherent Free Space Optical Systems with BPSK over Gamma-Gamma Channels,” Journal of the Optical Society of Korea, vol. 19, no. 3, pp. 237–240, June 2015.

[2] Hamzeh Beyranvand, Wansu Lim, Martin Maier, Christos Verikoukis, and Jawad A. Salehi, “Backhaul-Aware User Association in FiWi Enhanced LTE-A Heterogeneous Networks,” IEEE Transactions on Wireless Communications, vol. 14, no. 6, pp. 2992–3003, June 2015.

[1] Wansu Lim, Pandelis Kourtessis, Konstantinos Kanonakis, Milos Milosavljevic, Ioannis Tomkos, and John M. Senior, “Dynamic Bandwidth Allocation in Heterogeneous OFDMA-PONs Featuring Intelligent LTE-A Traffic Queuing,” IEEE/OSA Journal of Lightwave Technology, vol. 32, no. 10, pp. 1055–1062, May 2014.


Peer-Reviewed Journals (Domestic) 


International Conferences 


Domestic Conferences