• Master of engineering in computer engineering (2017-2019), Chosun University, South Korea.

Thesis: Game-Theory-Based Routing for Multisink Wireless Multimedia Sensor Networks.

• Bachelor of science in computer science (2012-2016), BRAC University, Bangladesh.

Thesis: Reinforcement Learning based Autonomic Virtual Machine management in Clouds.

•Graduate research assistant (2017-2019), Chosun University, South Korea

The job included conducting research on improving energy-efficiency in wireless sensor network and designing new channel model for wireless wave propagation over the sea-surface.

•Research assistant (2019-present), University of Ulsan, South Korea

The job includes conducting research on concrete-crack detection and rotatory machine fault diagnosis using artificial intelligence.

1. Fully funded research scholarship to pursue Ph.D. program at Smart HSE lab, University of Ulsan. (2019-Present)

2. President’s scholarship, University of Ulsan. (2019-Present)

3. Chosun University Excellent student scholarship (83% discount on tuition fees). (2017-2019)

4. Brain Korea (BK) scholarship to pursue graduate studies. (2017-2019)

5. 1000 USD money grant for publications in SCI-E journals during masters program at Chosun University

6. BK21 travel grant for presenting paper at the 10^th international conference on internet (ICONI 2018) held in Phnom Penh, Cambodia organized by KSII. (2018)

7. Full funding from Chosun University (4,00,000 KRW) to present paper at the 8^th international conference on Convergence technology held in Jeju, Korea. (2018)

8. Best Paper Award in 19^th IEEE International Conference on Computer and Information Technology (Track: Human Centric and Modeling). (2016)

9. Full funding from BRAC University to present research paper at the 5^th IEEE international conference on informatics, electronics and vision held in Dhaka, Bangladesh. (2016)

10. Vice chancellor’s award for excellent academic performance at BRAC University, Dhaka. (2012)

Journal papers:

[J:1] M. A. Habib, A. Rai and J. Kim, "Performance Degradation Assessment of Concrete Beams Based on Acoustic Emission Burst Features and Mahalanobis—Taguchi System", Sensors, vol. 20, no. 12, p. 3402, 2020. Available: 10.3390/s20123402. (SCI-E indexed)

[J:2] M. Arafat, M. A. Habib and S. Moh, "Routing Protocols for UAV-Aided Wireless Sensor Networks", Applied Sciences, vol. 10, no. 12, p. 4077, 2020. Available: 10.3390/app10124077. (SCI-E indexed)

[J:3] M. A. Habib and S. Moh, "Robust Evolutionary-Game-Based Routing for Wireless Multimedia Sensor Networks", Sensors, vol. 19, no. 16, p. 3544, 2019. Available: 10.3390/s19163544. (SCI-E indexed)

[J:4] M. A. Habib and S. Moh, "Game theory-based Routing for Wireless Sensor Networks: A Comparative Survey", Applied Sciences, vol. 9, no. 14, p. 2896, 2019. Available: 10.3390/app9142896. (SCI-E indexed)

[J:5] A. Habib and S. Moh, "Wireless Channel Models for Over-the-Sea Communication: A Comparative Study", Applied Sciences, vol. 9, no. 3, p. 443, 2019. Available: 10.3390/app9030443. (SCI-E indexed)

[J:6] A. Habib, M. Arafat and S. Moh, "Routing Protocols based on Reinforcement Learning for Wireless Sensor Networks: A Comparative Study", Journal of Advanced Research in Dynamical Control Systems, no. 14. (Scopus indexed)

[J:7] N. Rakib, S. Farhan, M. Sobhan, J. Uddin and A. Habib, "A Novel 2D Feature Extraction Method for Fingerprints Using Minutiae Points and Their Intersections", International Journal of Electrical and Computer Engineering (IJECE), vol. 7, no. 5, p. 2547, 2017. Available: 10.11591/ijece.v7i5.pp2547-2554. (Scopus indexed)

[J:8] A. Habib, N. Rahman, J. Alam, A. Zoarder and M. Haque, “A Genetic Algorithm based Approach for Cost worthy Route Selection in Complex Supply Chain Architecture” International Journal of Advanced Studies in Computer Science and Engineering, vol. 7, no. 5, pp. 1-5.

Conference papers:

[C:1] A. Habib and M. I. Khan, “Reinforcement Learning based Autonomic Virtual Machine management in Clouds,” Proceedings of 5th IEEE International Conference on Informatics, Electronics and Vision, Dhaka, Bangladesh, 2016, pp. 1083–1088. (IEEE)

[C:2] A. Habib, M. I. Khan and J. Uddin, “Optimal Route Selection in Complex Multi-stage Supply Chain Networks using SARSA (λ),” Proceedings of 19th IEEE International Conference on Computer and Information Technology, Dhaka, Bangladesh, 2016, pp. 170-175. (IEEE) [Won Best Paper Award]

[C:3] A. Habib, M. Y. Arafat and S. Moh, “A Survey on Reinforcement-Learning-Based Routing Protocols in Wireless Sensor Networks,” Proceedings of 19th IEEE International Conference on Computer and Information Technology, Jeju, Korea, 2018, pp. 359-360. (Korea Convergence Society)

[C:4] A. Habib and S. Moh, “A Survey on Channel Models for Radio Propagation over the Sea Surface,” Proc. of 10th Int. Conf. on Internet (ICONI 2018), pp. 205-207, Phnom Penh, Cambodia, Dec. 16-19, 2018. (organized by KSII)

[C:5] A. Habib and S. Moh, “A Novel Routing Protocol for Wireless Multimedia Sensor Networks using Noncooperative Game Theory,” Proc. of Spring Conference of KISM, pp. 137-139, Chungju, South Korea, Apr. 26-27, 2019.

[C:6] M. A. Habib and J. M. Kim, “Autonomous Concrete Crack Detection Using Transfer Learning for Buildings,” 한국공학안전보건예술학회 2019년도 가을 학술대회 논문집, Ulsan, South Korea, 2019.

[C:7] M. A. Habib and J. M. Kim, “Gearbox Fault Diagnosis under Variable Speed Condition Using Frequency Spectral Analysis with 1D Residual Neural Network,” The 14th KIPS International Conference on Ubiquitous Information Technologies and Applications (CUTE 2019), Macau, China, 2019.

Undergraduate

Data communications, Computer networks, Advanced programming in UNIX, Cloud computing, Discrete mathematics, Digital logic design, Data structures, Algorithms, Programming for the internet, Computer interfacing, Operating systems, Artificial intelligence, Automata and computability, Numerical methods, etc.

• Java, Python, C++ and MATLAB.

• Shell scripting in Linux operating systems.

• Cloud computing (HPE Helion Eucalyptus Cloud deployment and maintenance).

• Omnet++/ NS3.

• JavaScript, PHP.

• Technical writing.