Publications

You can also find my articles on my Google Scholar profile.

Journal Papers:

[J6] S. Nath and J. Wu, “Quickest Change Point Detection with Multiple Post-change Models” in Sequential Analysis: Design Methods and Applications, vol. 39, pp. 543 - 562, Oct. 2020, doi: 10.1080/07474946.2020.1826795.

[J5] S. Nath and J. Wu, “Online Battery Scheduling for Grid-connected Photo-Voltaic Systems” in Journal of Energy Storage, vol. 31, pp. 101713, Oct. 2020.

[J4] S. Nath and J. Wu, “Deep Reinforcement Learning for Dynamic Computation Offloading and Resource Allocation in Cache-assisted Mobile Edge Computing Systems” in Intelligenet and Converged Networks, vol. 1, no. 2, pp. 181-198, Sep. 2020, doi: 10.23919/ICN.2020.0014.

[J3] S. Nath, J. Wu, Y. Zhao, and W. Qiao, “Low Latency Bearing Fault Detection of Direct-drive Wind Turbines Using Stator Current”, in IEEE Access, vol. 8, pp. 44163-44174, Mar. 2020.

[J2] S. Nath, I. Akingeneye, J. Wu, and Z. Han, “Quickest Detection of False Data Injection Attacks in Smart Grid with Dynamic Models”, in IEEE Journal of Emerging and Selected Topics in Power Electronics, Aug. 2019.

[J1] S. Nath, J. Wu, and J. Yang, “Delay and Energy Efficiency Tradeoff for Information Pushing System”, in IEEE Transactions on Green Communications and Networking, vol. 2, no. 4, pp. 1027-1040, Dec. 2018.

Conference Papers:

[C10] M. Singh, V. Patel, R. Kumar, S. Nath, and A. Mishra, “Machine Learning Driven Performance Benchmarking for Energy Efficiency”, in The 3rd International Conference on Artificial Intelligence and Machine Learning Systems, October 25–28, 2023, Bangalore, India.

[C9] S. Nath and J. Wu, “Dynamic Computation Offloading and Resource Allocation for Multi-user Mobile Edge Computing”, in IEEE Global Communications Conf. (Globecom), 7-11 Dec. 2020, Taipei, Taiwan.

[C8] S. Nath, Y. Li, J. Wu, and P. Fan, “Multi-user Multi-channel Computation Offloading and Resource Allocation for Mobile Edge Computing”, in IEEE Intern. Commun. Conf. (ICC), 7-11 Jun. 2020, Dublin, Ireland.

[C7] S. Nath, J. Wu and H. Lin, “Optimum Multicast Scheduling in Delay-Constrained Content-Centric Wireless Networks”, in Proc. IEEE Intern. Commun. Conf. (ICC), 20-24 May 2019, Shanghai, China.

[C6] S. Nath and J. Wu, “Bayesian quickest change-point detection with multiple candidates of post-change models”, in Proc. IEEE GLobal Conf. on Signal and Information Processing (GlobalSIP), Anaheim, CA, U.S.A, 26-29 Nov 2018.

[C5] S. Nath, J. Wu, and J. Yang, “Optimum energy efficiency and age-of-information tradeoff in multicast scheduling”, in Proc. IEEE Intern. Commun. Conf. (ICC), 20-24 May 2018, Kansas City, MO, U.S.A.

[C4] S. Nath, J. Wu, and J. Yang, “Optimizing age-of-information and energy efficiency tradeoff for mobile pushing notifications”, in Proc. IEEE Intern. Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 3-6 July, 2017, Sapporo, Japan.

[C3] S. I. Audin, S. Nath, S. Basak, F. S. Rahman, R. Nath, and S. A. Fattah, “A human action recognition scheme based on spatio-temporal variation of region of interest in horizontal and vertical direction”, in Proc. IEEE International Conference on Informatics, Electronics & Vision (ICIEV), 23-24 May 2014, Dhaka, Bangladesh.

[C2] F. S. Rahman, R. Nath, S. Nath, S. Basak, S. I. Audin, and S. A. Fattah, “Lip contour extraction scheme based on K-means clustering in different color planes”, in Proc. IEEE International Conference on Informatics, Electronics & Vision (ICIEV), 23-24 May 2014, Dhaka, Bangladesh.

[C1] R. Nath, F. S. Rahman, S. Nath, S. Basak, S. I. Audin, and S. A. Fattah, “Lip contour extraction scheme using morphological reconstruction based segmentation”, in Proc. International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), 10-12 April 2014, Dhaka, Bangladesh.

## Book Chapters:

[BC1] S. Nath and J. Wu, “Dynamic computation offloading and resource allocation in cache assisted mobile edge computing systems”, Edge Caching for Mobile Networks, vol. 96, pp. 729–750, edited by W. Chen and H. Poor, Institution of Engineering and Technology, Dec 22, 2021.