Publications

1

Naaz, Farheen, Ali Nauman, Tahir Khurshaid, and Sung-Won Kim. "Empowering the vehicular network with RIS technology: A state-of-the-art review." Sensors 24, no. 2 (2024): 337.

2

Nauman, Ali, Marwa Obayya, Mashael M. Asiri, Kusum Yadav, Mashael Maashi, Mohammed Assiri, Muhammad Khurram Ehsan, and Sung Won Kim. "Minimizing energy consumption for NOMA multi-drone communications in automotive-industry 5.0." Journal of King Saud University-Computer and Information Sciences 35, no. 6 (2023): 101547.

3

Nauman, Ali, Muhammad Ali Jamshed, Yazdan Ahmad, Malik Saad, Muhammad Bilal, Vimal Shanmuganathan, and Sung Won Kim. "Injecting cognitive intelligence into beyond-5G networks: A MAC layer perspective." Computers and Electrical Engineering 108 (2023): 108717.

4

Islam, Muhammad Talha, Haroon Ahmed Khan, Khuram Naveed, Ali Nauman, Sardar Muhammad Gulfam, and Sung Won Kim. "Luvs-net: A lightweight u-net vessel segmentor for retinal vasculature detection in fundus images." Electronics 12, no. 8 (2023): 1786.

5

Irtaza, Syed Ali, Salma Riaz, Ali Nauman, Muhammad Ali Jamshed, and Sung Won Kim. "Estimation of user activity prior for active user detection in massive machine type communications." Signal Processing 205 (2023): 108884.

6

Ashraf, Imran, Yongwan Park, Soojung Hur, Sung Won Kim, Roobaea Alroobaea, Yousaf Bin Zikria, and Summera Nosheen. "A survey on cyber security threats in IoT-enabled maritime industry." IEEE Transactions on Intelligent Transportation Systems 24, no. 2 (2022): 2677-2690.

7

Iqbal, Adeel, Ali Nauman, Riaz Hussain, Irfan Latif Khan, Ali Khaqan, Sana Shuja, and Sung Won Kim. "Device discovery in D2D communication: Scenarios and challenges." Computers, Materials & Continua 75, no. 1 (2023): 1735-1750.

8

Jovith, A. Arokiaraj, S. Rama Sree, Gudikandhula Narasimha Rao, K. Vijaya Kumar, Woong Cho, Gyanendra Prasad Joshi, and Sung Won Kim. "DNA computing with water strider based vector quantization for data storage systems." Computers, materials & continua 74, no. 3 (2023): 6429-6444.

9

Brindha, R., S. Nandagopal, H. Azath, V. Sathana, Gyanendra Prasad Joshi, and Sung Won Kim. "Intelligent deep learning based cybersecurity phishing email detection and classification." Computers, Materials & Continua 74, no. 3 (2023): 5901-5914.

10

Nain, Zulqar, B. Shahana, Shehzad Ashraf Chaudhry, P. Viswanathan, and Sung Won Kim. "Optimizing service stipulation uncertainty with deep reinforcement learning for internet vehicle systems." Computers, Materials & Continua 74, no. 3 (2023): 5705-5721.

Research projects

1

Learning-Assisted Coexistence in mmWave Unlicensed Spectrum, 03/01/2022 ~ 02/28/2027

2

Institute of information and communication, 06/01/2021 ~ 05/31/2030 Hyper security for future mobility

3

Performance enhancement of Internet of Things by Machine Learning, 11/01/2018 ~ 10/31/2021

4

Functional Safety Software for Global Vehicular Electronic Components, 06/01/2016 ~ 12/31/2021

5

Enhanced Capacity by Wi-Fi and LTE Integration, 11/01/2015 ~ 10/30/2018

6

Creative human resource development team for ICT-based smart devices, 09/01/2013 ~ 02/29/2020

7

Dynamic Spectrum Access for High Speed Wireless LAN, 05/01/2012 ~ 04/30/2015

8

Spectrum Sharing Based on Multi-Antennas Cognitive Radio for Ad hoc Networks, 05/01/2009 ~ 04/30/2012

9

Embedded mobile multimedia communications, 03/01/2006 ~ 02/28/2013

10

Wireless resource management in MIMO-based Wibro Evo, 04/01/2006 ~ 02/28/2007

Patents

1

Method for scheduling orthogonal frequency division multiple access based on quality of service in wireless local area network, 10-2648538, Korea, 2024. 03. 13

2

Method for Internet of Thing routing based on Q-learning, recording medium and device for performing the method, 10-2459830, Korea, 2022. 10. 24

3

Method for selecting forwarding path based on learning medium access control layer collisions in Internet of Things networks, recording medium and device for performing the method, 10- 2308799, Korea, 2021. 9. 28

4

Packet collision prevention device and method, 10-2276280, Korea, 2021. 7. 6

5

Method of controlling reinforcement learning enabled rate adaptation for 5G radio access networks, recording medium and device for performing the method, 10-2254714, Korea, 2021.

5. 14

6

Method and apparatus for deep brain stimulation using deep learning and recording medium for

performing the method, 10-2247761, Korea, 2021. 4. 28

7

Method of routing in wireless sensor networks, computer readable medium and apparatus for

performing the method, 10-2224269, Korea, 2021. 3. 2

8

Method for allocating resource using machine learning in a wireles network and recording medium for performing the method, 10-2206775, Korea, 2021. 1. 19

9

Node and method for routing in heterogeneous traffic wireless sensor network, 10-2199577,

Korea, 2020. 12. 31

10

Apparatus and method for adjusting duty cycle for coexistence of heterogeneous networks and

recording medium for performing the method, 10-2179791, Korea, 2020. 11. 11

Books

1

M. K. Afzal, M. Ateeq, and S. W. Kim, Data-Driven Intelligence in Wireless Networks: Concepts, Solutions, and Applications, CRC Press, March 2023.

2

A. Nauman, M. A. Jamshed, and S. W. Kim, Reinforcement learning and device-to-device communication for low EMF exposure, Wiley, 2022.

3

A. Nauman, Y. A. Qadri, R. Ali, and S. W. Kim, Machine learning-enabled Internet of Things for medical informatics, ELSEVIER, 2021.

4

R. Ali, N. Shahin, F. A. Turjman, B. Kim, and S. W. Kim, HaLow: registering thousands of low- power sensors in smart cities, IET, 2020.

5

M. Rafiq, G. Rafiq, H. M. Rehman, Y. B. Zikria, S. W. Kim, and G. S. Choi, Contiki-OS IoT data analytics, IET, 2020

6

A. Musaddiq, R. Ali, R. Bajracharya, Y. A. Qadri, F. A. Turjman, and S. W. Kim, Trends, Issues, and Challenges in the Domain of IoT-Based Vehicular Cloud Network, Springer, 2020.

7

R. Ali, Y. B. Zikria, B. Kim, and S. W. Kim, Deep reinforcement learning paradigm for dense wireless networks in smart cities, Springer, 2020.

8

S. W. Kim and G. P. Joshi, RFID systems: Research trends and challenges, Wiley, 2010.

9

Y. W. Cho, S. W. Kim, T. T. Jeong, C.S. Lee, and Y. H. Kang, Digital design and computer

architecture, SciTech, 2008.

10

T. H. Song, S. W. Kim, and M. Y. Choi, Embedded system with PXA270 : Application and Laboratory, Huins, 2007.