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Channel Estimation for OFDM Systems Using an Improved SRGAN Architecture
Digital Precoder-Combiner and Power Allocation Optimization in MU MIMO-NOMA: A Quantum Neural Network Approach
Lia Suci Waliani Soo Young Shin
Vol. 49, No. 12, pp. 1739-1746, Dec. 2024
10.7840/kics.2024.49.12.1739
Vol. 49, No. 12, pp. 1739-1746, Dec. 2024

Implementation of Modulation and Channel Coding Recognition Using CNN and Protocol Reverse Engineering Simulation in Blind Communication Environment
Hyunwoo Cho Myoungho Chae Wansu Lim
Vol. 49, No. 11, pp. 1644-1657, Nov. 2024
10.7840/kics.2024.49.11.1644
Vol. 49, No. 11, pp. 1644-1657, Nov. 2024

Hybrid Precoding Optimization Based on Quantum Neural Network for Multi-User MISO Systems
Adriansyah Dwi Rendragraha Soo Young Shin
Vol. 49, No. 11, pp. 1525-1533, Nov. 2024
10.7840/kics.2024.49.11.1525
Vol. 49, No. 11, pp. 1525-1533, Nov. 2024

Empirical Evaluation of SNN for IoT Network Anomaly Detection
An Efficient Model Driven Deep Learning Based Approximate Message Passing Detector for MIMO Systems
Analysis on Performance and Energy Consumption in Image Classification with SNN-Based Federated Learning
Dong-gyun Kim Jae-han Lim Hyun-jong Lee Yeon-sup Lim
Vol. 49, No. 7, pp. 935-946, Jul. 2024
10.7840/kics.2024.49.7.935
Vol. 49, No. 7, pp. 935-946, Jul. 2024

A Convolutional Neural Network Combined with Local Binary Pattern and Self-Attention Mechanism based on MC4L Device for Indoor Positioning
Nan Yin Zhengyang Zou Yuxiang Sun Jaesoo Kim
Vol. 49, No. 6, pp. 883-892, Jun. 2024
10.7840/kics.2024.49.6.883
Vol. 49, No. 6, pp. 883-892, Jun. 2024

Graph Node Importance Estimation Tasks : A Review of Models and Analyzing Importance of Topology
Woo-seong Cho Seung-heon Song Jae-koo Lee
Vol. 49, No. 5, pp. 734-747, May 2024
10.7840/kics.2024.49.5.734
Vol. 49, No. 5, pp. 734-747, May 2024

Spiking Neural Network-Based Backoff Scheme for Slotted-ALOHA Systems
Min Jeong Kang Jung Hoon Lee Dong Geun Jeong
Vol. 49, No. 2, pp. 199-202, Feb. 2024
10.7840/kics.2024.49.2.199
Vol. 49, No. 2, pp. 199-202, Feb. 2024
