Shengrong Bu

Associate Professor, Engineering

Office: CRN 509
Phone: 905-688-5550 x5333
sbu@brocku.ca

Shengrong Bu received her Ph.D. degree in Electrical and Computer Engineering from Carleton University, Canada, MEng by Research degree in Electrical Engineering from University of Wollongong, Australia, and BEng in Mechanical Engineering and Automation from Huazhong University of Science and Technology, China. From 2012 to 2014, she held a research position at Huawei Technologies Canada Inc., Ottawa, as an NSERC Industrial R&D Fellow. From 2014 to 2021, she was a Lecturer (Assistant Professor) with the James Watt School of Engineering, University of Glasgow, UK. Currently, she is an Associate Professor at Brock University, Canada.

Dr. Bu was a recipient of three best paper awards at IEEE international conferences. Highlights of her professional activities include duties as a peer reviewer for EPSRC and Carnegie Trust, an Associate Editor for Wireless Networks (Springer) and a Topic Editor for Energies, the TPC Co-Chair for six international workshops or conference symposiums, and duties as the N2Women Mentoring Co-Chair. Her work has been supported by EPSRC (UK) and NSERC (Canada).

My research interests include multi-vector energy microgrids, smart grids, future wireless networks, wireless network security, deep reinforcement learning, big data analytics, game theory, health and care applications.

Google Scholar

 

https://scholar.google.com/citations?user=T0z9Ui8AAAAJ&hl=vi

Book Chapters

 

[2] S. Bu and F. R. Yu, “Energy-efficient smart grid communications,” in Smart Energy: from Smart Metering to the Smart Grid, Edited by Hongjian Sun, Nikos Hatziargyriou, H. Vincent Poor, Laurence Carpanini, Miguel Angel Sánchez Fornié, IET, 2016.

[1] S. Bu, F. R. Yu and P. X. Liu, “Green wireless cellular networks in the smart grid environment,” in Green Communications and Networking, Edited by F. R. Yu, X. Zhang, and V. C. M. Leung, CRC Press, 2012.

Journal Papers

[24] T. Chen, S. Bu, X. Liu, J. Kang, F. R. Yu and Z. Han, “Peer-to-peer energy trading in interconnected multi-energy microgrids using multi-agent deep reinforcement learning”, IEEE Transactions on Smart Grid, vol. 13, pp. 715-727, Jan. 2022.

[23] Y. Miao, T. Chen, S. Bu, H. Liang, and Z. Han, “Co-optimizing battery storage for energy arbitrage and frequency regulation in real-time markets using deep reinforcement learning”, Energies, Dec. 2021.

[22] Y. Zhang, C. Jiang, N. Tran, S. Bu, F. R. Yu, and Z. Han, “Insurance plan for service assurance in cloud computing market with incomplete information”, invited Journal of Communications and Information Networks, 2021.

[21] H. Zhang, Y. Xiao, S. Bu, R. Yu, D. Niyato and Z. Han, “Distributed resource allocation for data center networks: a hierarchical game approach,” IEEE Transactions on Cloud Computing, vol. 8, pp. 778-789, July-Sept. 2020.

[20] F. Asuhaimi, S. Bu, P. Klaine and M. Imran, “Channel access and power control for energy-efficient delay-aware heterogeneous cellular networks for smart grid communications using deep reinforcement learning”, IEEE Access, vol. 7, pp. 133474-133484, Sept. 2019.

[19] F. Asuhaimi, S. Bu, J. Nadas and M. Imran, “Delay-aware energy-efficient joint power control and mode selection in device-to-device communications for FREEDM systems in smart grids”, IEEE Access, vol. 7, pp. 87369-87381, July 2019.

[18] H. Zhang, Y. Xiao, S. Bu, D. Niyato, R. Yu and Z. Han, “Computing resource allocation in three-tier IoT fog networks: a joint optimization approach combining Stackelberg game and matching,” IEEE Internet of Things Journal, vol. 4, pp.1204-1215, Oct. 2017.

[17] Y. Cai, F. R. Yu, and S. Bu, “A decision theoretic approach for clustering and rate allocation in coordinated multi-point (CoMP) networks with delayed channel state information,” Transactions on Emerging Telecommunications Technologies, 2017.

[16] Z. Zhou, B. Yao, R. Xing, L. Shu, S. Bu, “E-CARP: an energy efficient routing protocol for UWSNs in the Internet of underwater things”, IEEE Sensors Journal, vol. 16, pp. 4072-4082, June 2016.

[15] Y. Cai, F. R. Yu, and S. Bu, “Dynamic operations of cloud radio access networks (C-RAN) for mobile cloud computing systems,” IEEE Transactions on Vehicular Technology, vol. 65, pp. 1536-1548, Mar. 2016.

[14] Z. Yin, F. R. Yu, S. Bu and Z. Han, “Joint cloud and wireless networks operations in mobile cloud computing environments with telecom operator cloud”, IEEE Transactions on Wireless Communications, vol. 14, pp. 4020 – 4033, July 2015.

[13] S. Bu, F. R. Yu and H. Yanikomeroglu, “Interference-aware energy-efficient resource allocation for OFDMA-based heterogeneous networks with incomplete channel state information,” IEEE Transactions on Vehicular Technology, vol. 64, pp. 1036-1050, Mar. 2015.

[12] Y. Cai, F. R. Yu, and S. Bu, “Cloud computing meets mobile wireless communications in network generation cellular networks,” IEEE Network, vol. 28, no. 6, pp. 54-59, Nov. 2014.

[11] S. Bu and F. R. Yu, “Green cognitive mobile networks with small cells for multimedia communications in the smart grid environment,” IEEE Transactions on Vehicular Technology, vol. 63, no. 5, pp. 2115-2125, June 2014.

[10] S. Bu, F. R. Yu and P. X. Liu, “Distributed unit commitment scheduling in the future smart grid with intermittent renewable energy resources and stochastic power demands,” International Journal on Green Energy, Apr. 2014.

[9] S. Bu and F. R. Yu, “A game-theoretical scheme in the smart grid with demand-side management: towards a smart cyber-physical power infrastructure,” IEEE Transactions on Emerging Topics in Computing Special Issue on Cyber-Physical Systems, vol. 1, no. 1, pp. 22-32, July 2013.

[8] F. R. Yu, H. Tang, S. Bu and D. Zheng, “Security and quality of service (QoS) co-design in cooperative mobile ad-hoc networks,” EURASIP Journal on Wireless Communications and Networking, vol. 2013, pp. 1-14, July 2013.

[7] S. Bu, F. R. Yu, Y. Cai and X. P. Liu, “When the smart grid meets energy-efficient communications: green wireless cellular networks powered by the smart grid,” IEEE Transactions on Wireless Communications, vol. 11, no. 8, pp. 3014-3024, Aug. 2012.

[6] S. Bu, F. R. Yu, X. P. Liu and H. Tang, “Structural results for combined continuous user authentication and intrusion detection in high security mobile ad-hoc networks,” IEEE Transactions on Wireless Communications, vol. 10, no. 9, pp. 3064-3073, Sept. 2011.

[5] S. Bu, F. R. Yu, X. P. Liu, P. Mason and H. Tang, “Distributed combined authentication and intrusion detection with data fusion in high security mobile ad-hoc networks,” IEEE Transactions on Vehicular Technology, vol. 60, no. 3, pp. 1025-1036, Mar. 2011.

[4] J. Bu, S. Bu, and J. Li, “The application of and research on WZY-1 drilling parameter apparatus. Exploration Engineering,” Rock & Soil Drilling & Tunneling, 2: 35-37, 2003. (in Chinese)

[3] S. Bu, “Single-chip programming for double shafts linkage,” Mechanical Engineer. 11: 23-25, 2002. (in Chinese)

[2] S. Bu, “Worker-oriented digital controlled flamer-plasma biservice cutter,” Machinery Design and Manufacture Acture. 1: 79-80, 2001. (in Chinese)

[1] J. Bu, T. Yan, and S. Bu, “Structure and working principle of controllable sampler,” Geological Science and Technology Information. 4: 100-104, 2001. (in Chinese)

Conference Papers

 

[24] T. Chen and S. Bu, “Realistic peer-to-peer energy trading model for microgrids using deep reinforcement learning”, in Proc. IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), (Bucharest, Romania), Sept.-Oct. 2019.

[23] J. Oyedokun, S. Bu, Z. Han and X. Liu, “Customer baseline load estimation for incentive-based demand response using long short-term memory recurrent neural network”, in Proc. IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), (Bucharest, Romania), Sept.-Oct. 2019.

[22] F. Abdullah Asuhaimi, S. Bu, and M. Imran, “Joint resource allocation and power control in heterogeneous cellular networks for smart grids,” in Proc. IEEE Global Communications Conference (GLOBECOM), (Abu Dhabi, UAE), Dec. 2018.

[21] J. Oyedokun, S. Bu, Y. Xiao, Z. Han, “Smart meter data characterization and clustering for peak demand targeting in smart grids,” in Proc. IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), (Sarajevo, Bosnia and Herzegovina), Oct. 2018.

[20] H. Zhang, Y. Xiao, S. Bu, D. Niyato, F. Richard Yu, and Z. Han, “Fog computing in multi-tier data center networks: A hierarchical game approach,” in Proc. IEEE International Conference on Communications (ICC), (Kuala Lumpur, Malaysia), May 2016.

[19] S. Bu and F. R. Yu, “Distributed energy-efficient resource allocation with fairness in wireless multicell OFDMA networks”, in Proc. IEEE GLOBECOM, (Austin, USA), Dec. 2014.

[18] Z. Yin, F. R. Yu, and S. Bu, “Joint cloud computing and wireless networks operations: a game theoretic approach”, in Proc. IEEE GLOBECOM, (Austin, USA), Dec. 2014.

[17] Y. Cai, F. R. Yu, and S. Bu, “When cloud computing meets wireless: cloud radio access networks (C-RAN) in mobile cloud computing systems,” in Proc. IEEE International Conference on Computer Communications (INFOCOM) Workshop on Mobile Cloud Computing, (Toronto, Canada), Apr. 2014.

[16] S. Bu, F. R. Yu and G. Senarath, “Interference-aware energy-efficient resource allocation for heterogeneous networks with incomplete channel state information,” in Proc. IEEE ICC, (Budapest, Hungary), June 2013.

[15] S. Bu, F. R. Yu and Y. Qian, “Energy-efficient cognitive heterogeneous networks powered by the smart grid,” in Proc. IEEE INFOCOM, (Turin, Italy), Apr. 2013.

[14] S. Bu and F. R. Yu, “Dynamic energy-efficient resource allocation in cognitive heterogeneous wireless networks with the smart grid,” in Proc. IEEE GLOBECOM, (Anaheim, USA), Dec. 2012.

[13] S. Bu, F. R. Yu, Y. Cai and P. X. Liu, “Dynamic operation of BSs in green wireless cellular networks powered by the smart grid,” in Proc. IEEE GLOBECOM, (Anaheim, USA), Dec. 2012.

[12] S. Bu, F. R. Yu, Y. Cai, and P. X. Liu, “Energy-efficient cellular networks with CoMP communications and smart grid,” in Proc. IEEE ICC-GCN, (Ottawa, Canada), June 2012.

[11] S. Bu, F. R. Yu and P. X. Liu, “A game-theoretical decision-making scheme for electricity retailers in the smart grid with demand-side management,” in Proc. IEEE SmartGridComm, (Brussels, Belgium), Oct. 2011.

[10] S. Bu, F. R. Yu and P. X. Liu, “Dynamic pricing for demand-side management in the smart grid,” in Proc. IEEE Online Conference on Green Communications, Sept. 2011.

[9] S. Bu, F. R. Yu, P. X. Liu and H. Tang, “A computationally efficient method for joint authentication and intrusion detection in mobile ad-hoc networks,” in Proc. IEEE ICC’11, (Kyoto, Japan), June 2011.

[8] S. Bu, F. R. Yu, P. X. Liu and P. Zhang, “Distributed scheduling in smart grid communications with dynamic power demands and intermittent renewable energy resources,” in Proc. IEEE ICC’11, Workshop on Smart Grid Communication, (Kyoto, Japan), June 2011.

[7] S. Bu, F. R. Yu and P. X. Liu, “Stochastic unit commitment in smart grid communications,” in Proc. IEEE INFOCOM’11, Workshop on Green Communications and Networking, (Shanghai, China), Apr. 2011.

[6] S. Bu, F. R. Yu, P. X. Liu, H. Tang and P. Mason, “Distributed combined authentication and intrusion detection with data fusion in high security mobile ad-hoc networks,” in Proc. IEEE Milcom, (San Jose, USA), Oct./ Nov. 2010.

[5] J. Bu, M. Zhou, K. Ying, Y. Liu and S. Bu, “A new container-type interpolation algorithm and acceleration/ deceleration control,” in Proc. International Conference on Mechanic Automation and Control Engineering, (Wuhan, China), June 2010.

[4] S. Bu and P. X. Liu, “Choosing service directory nodes in proposed service discovery model for mobile ad-hoc networks,” in Proc. International Conference on Computational Science and Engineering, (Vancouver, Canada), Aug. 2009.

[3] S. Bu and F. Naghdy, “Service discovery in wireless ad-hoc control networks,” in Proc. International Conference on Intelligent Sensors, Sensor Networks and Information Processing, (Melbourne, Australia), Dec. 2005.

[2] S. Bu and F. Naghdy, “Wireless ad-hoc control networks,” in Proc. IEEE Conference on Industrial Informatics, (Perth, Australia), Aug. 2005.

[1] S. Bu and F. Naghdy, “Physical layer of wireless ad-hoc control networks,” in Proc. the Second International Manufacturing Leaders Forum, (Adelaide, Australia), Feb./Mar. 2005