Machine learning for intelligent-reflecting-surface-based wireless communication towards 6G: A review MAS Sejan, MH Rahman, BS Shin, JH Oh, YH You, HK Song Sensors 22 (14), 5405, 2022 | 75 | 2022 |
A comprehensive survey on MIMO visible light communication: current research, machine learning and future trends MAS Sejan, MH Rahman, MA Aziz, DS Kim, YH You, HK Song Sensors 23 (2), 739, 2023 | 43 | 2023 |
Deep learning-based improved cascaded channel estimation and signal detection for reconfigurable intelligent surfaces-assisted MU-MISO systems MH Rahman, MAS Sejan, MA Aziz, JI Baik, DS Kim, HK Song IEEE Transactions on Green Communications and Networking 7 (3), 1515-1527, 2023 | 24 | 2023 |
Secure VLC for wide-area indoor IoT connectivity MAS Sejan, WY Chung IEEE Internet of Things Journal 10 (1), 180-193, 2022 | 23 | 2022 |
HyDNN: A hybrid deep learning framework based multiuser uplink channel estimation and signal detection for NOMA-OFDM system MH Rahman, MAS Sejan, MA Aziz, YH You, HK Song IEEE Access, 2023 | 22 | 2023 |
Indoor fine particulate matter monitoring in a large area using bidirectional multihop VLC MAS Sejan, WY Chung IEEE Internet of Things Journal 8 (9), 7214-7228, 2020 | 22 | 2020 |
A Comprehensive Survey of Unmanned Aerial Vehicles Detection and Classification Using Machine Learning Approach: Challenges, Solutions, and Future Directions MH Rahman, MAS Sejan, MA Aziz, R Tabassum, JI Baik, HK Song Remote Sensing 16 (5), 879, 2024 | 18 | 2024 |
Multi-user joint detection using bi-directional deep neural network framework in NOMA-OFDM system MH Rahman, MAS Sejan, SG Yoo, MA Kim, YH You, HK Song Sensors 22 (18), 6994, 2022 | 15 | 2022 |
Lightweight multi-hop VLC using compression and data-dependent multiple pulse modulation MAS Sejan, WY Chung Optics Express 28 (13), 19531-19549, 2020 | 15 | 2020 |
A bandwidth efficient hybrid multilevel pulse width modulation for visible light communication system: experimental and theoretical evaluation MAS Sejan, RP Naik, BG Lee, WY Chung IEEE Open Journal of the Communications Society 3, 1991-2004, 2022 | 14 | 2022 |
Performance analysis of a long-range MIMO VLC system for indoor IoT MAS Sejan, WY Chung IEEE Internet of Things Journal 10 (8), 6999-7010, 2022 | 11 | 2022 |
Reduced tilting effect of smartphone CMOS image sensor in visible light indoor positioning MH Rahman, MAS Sejan, JJ Kim, WY Chung Electronics 9 (10), 1635, 2020 | 11 | 2020 |
Fine particulate matter monitoring via a visible light communication in DCT-based optical OFDM J An, MAS Sejan, WY Chung Optics express 27 (10), 15062-15078, 2019 | 11 | 2019 |
Demod-CNN: A robust deep learning approach for intelligent reflecting surface-assisted multiuser MIMO communication MAS Sejan, MH Rahman, HK Song Sensors 22 (16), 5971, 2022 | 10 | 2022 |
Deep Convolutional and Recurrent Neural-Network-Based Optimal Decoding for RIS-Assisted MIMO Communication MH Rahman, MAS Sejan, MA Aziz, DS Kim, YH You, HK Song Mathematics 11 (15), 3397, 2023 | 9 | 2023 |
Performance analysis of indoor positioning system using visible light based on two-LEDs and image sensor for different handhold situation of mobile phone MH Rahman, MAS Sejan 2020 IEEE Region 10 Symposium (TENSYMP), 1515-1518, 2020 | 9 | 2020 |
Multilateration approach for wide range visible light indoor positioning system using mobile CMOS image sensor MH Rahman, MAS Sejan, WY Chung Applied Sciences 11 (16), 7308, 2021 | 8 | 2021 |
Deep recurrent neural network based detector for OFDM with index modulation MA Aziz, MH Rahman, MAS Sejan, R Tabassum, D Hwang, HK Song IEEE Access, 2024 | 7 | 2024 |
Spectral Efficiency Improvement Using Bi-Deep Learning Model for IRS-Assisted MU-MISO Communication System MA Aziz, MH Rahman, MAS Sejan, JI Baik, DS Kim, HK Song Sensors 23 (18), 7793, 2023 | 7 | 2023 |
Graph Convolutional Network Design for Node Classification Accuracy Improvement MAS Sejan, MH Rahman, MA Aziz, JI Baik, YH You, HK Song Mathematics 11 (17), 3680, 2023 | 6 | 2023 |