2023

Chu, Zhongda, Lakshminarayana, Subhash, Chaudhuri, Balarko and Teng, Fei (2023) Mitigating load-altering attacks against power grids using cyber-resilient economic dispatch. IEEE Transactions on Smart Grid, 14 (4). pp. 3164-3175. doi:10.1109/tsg.2022.3231563 ISSN 1949-3061.

Jahangir, Hamidreza, Lakshminarayana, Subhash, Maple, Carsten and Epiphaniou, Gregory (2023) A deep learning-based solution for securing the power grid against load altering threats by IoT-enabled devices. IEEE Internet of Things Journal, 10 (12). pp. 10687-10697. doi:10.1109/JIOT.2023.3240289 ISSN 2327-4662.

2022

Tirmizi, Syed Bilal Raza, Chen, Yunfei, Lakshminarayana, Subhash, Feng, Wei and Khuwaja, Aziz A. (2022) Hybrid satellite–terrestrial networks toward 6G : key technologies and open issues. Sensors, 22 (21). 8544. doi:10.3390/s22218544 ISSN 1424-8220.

Gheyas, Iffat, Epiphaniou, Gregory, Maple, Carsten and Lakshminarayana, Subhash (2022) A resilient cyber-physical demand forecasting system for critical infrastructures against stealthy false data injection attacks. Applied Sciences, 12 (19). 10093. doi:10.3390/app121910093 ISSN 2076-3417.

Uduagbomen, Joshua, Lakshminarayana, Subhash, Leeson, Mark S. and Xu, Tianhua (2022) Physics-informed neural network modeling of soliton pulses in optical communication systems. In: 2022 IEEE Photonics Society Summer Topical Meeting Series, Cabo San Lucas, Mexico, 11-13 Jul 2022. Published in: Proceedings of the IEEE Photonics Society Summer Topical Meeting Series ISBN 9781665434898. doi:10.1109/SUM53465.2022.9858244 ISSN 2376-8614.

Sthapit, Saurav, Lakshminarayana, Subhash, He, Ligang, Epiphaniou, Gregory and Maple, Carsten (2022) Reinforcement learning for security aware computation offloading in satellite networks. IEEE Internet of Things Journal, 9 (14). pp. 12351-12363. doi:10.1109/JIOT.2021.3135632 ISSN 2327-4662.

Goodridge, Maldon Patrice, Lakshminarayana, Subhash and Few, Christopher (2022) Analysis of load-altering attacks against power grids : a rare-event sampling approach. In: 2022 17th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), Manchester, United Kingdom, 12-15 June 2022. Published in: 2022 17th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) ISBN 9781665412117. doi:10.1109/pmaps53380.2022.9810602 ISSN 2642-6757.

Lakshminarayana, Subhash, Sthapit, Saurav, Jahangir, Hamidreza, Maple, Carsten and Poor, H. Vincent (2022) Data‐driven detection and identification of IoT‐enabled load‐altering attacks in power grids. IET Smart Grid, 5 (3). pp. 203-218. doi:10.1049/stg2.12066 ISSN 2515-2947.

Lakshminarayana, Subhash, Ospina, Juan and Konstantinou, Charalambos (2022) Load-altering attacks against power grids under COVID-19 low-inertia conditions. IEEE Open Access Journal of Power and Energy, 9 . pp. 226-240. doi:10.1109/OAJPE.2022.3155973 ISSN 2687-7910.

Lakshminarayana, Subhash, Sthapit, Saurav and Maple, Carsten (2022) Application of physics-informed machine learning techniques for power grid parameter estimation. Sustainability, 14 (4). e2051. doi:10.3390/su14042051 ISSN 2071-1050.

Chen, Yexiang, Lakshminarayana, Subhash, Maple, Carsten and Poor, H. Vincent (2022) A meta-learning approach to the optimal power flow problem under topology reconfigurations. IEEE Open Access Journal of Power and Energy, 9 . pp. 109-120. doi:10.1109/OAJPE.2022.3140314 ISSN 2687-7910.

2021

Mohammadpourfard, Mostafa, Genc, Istemihan, Lakshminarayana, Subhash and Konstantinou, Charalambos (2021) Attack detection and localization in smart grid with image-based deep learning. In: 2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Aachen, Germany, 25-28 Oct 2021. Published in: Proceedings of the 2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) pp. 121-126. doi:10.1109/SmartGridComm51999.2021.9631994

Iosifidis, Nikolaos, Zhong, Yanghao, Hu, Borong, Chen, Biyun, Ran, Li, Lakshminarayana, Subhash, Jia, Chunjiang, McKeever, Paul and Ng, Chong (2021) Reliability of wind turbine power modules using high-resolution wind data reconstruction : a digital twin concept. In: 2021 IEEE Energy Conversion Congress and Exposition (ECCE), Vancouver, BC, Canada, 10-14 Oct 2021. Published in: 2021 IEEE Energy Conversion Congress and Exposition (ECCE) pp. 3630-3637. ISBN 978-1-7281-5135-9. doi:10.1109/ECCE47101.2021.9595095 ISSN 2329-3721.

Lakshminarayana, Subhash, Adhikari, Sondipon and Maple, Carsten (2021) Analysis of IoT-based load altering attacks against power grids using the theory of second-order dynamical systems. IEEE Transactions on Smart Grid . doi:10.1109/tsg.2021.3070313 ISSN 1949-3053.

2018

Lakshminarayana, Subhash, Teng, Teo Zhan, Tan, Rui and Yau, David K. Y. (2018) Modeling and detecting false data injection attacks against railway traction power systems. ACM Transactions on Cyber-Physical Systems, 2 (4). 28. doi:10.1145/3226030 ISSN 2378962X.

Lakshminarayana, Subhash and Yau, David K.Y. (2018) Cost-benefit analysis of moving-target defense in power grids. In: 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Luxembourg City, Luxembourg, 25-28 Jun 2018. Published in: 2018 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) pp. 139-150. doi:10.1109/DSN.2018.00026 ISSN 2158-3927.

2016

Lakshminarayana, Subhash, Xu, Yunjian, Poor, H. Vincent and Quek, Tony Q. S. (2016) Cooperation of storage operation in a power network with renewable generation. IEEE Transactions on Smart Grid, 7 (4). pp. 2108-2122. doi:10.1109/TSG.2016.2542367 ISSN 1949-3053.

2015

Lakshminarayana, Subhash, Assaad, Mohamad and Debbah, Mérouane (2015) Coordinated multicell beamforming for massive MIMO : a random matrix approach. IEEE Transactions on Information Theory, 61 (6). pp. 3387-3412. doi:10.1109/TIT.2015.2421446 ISSN 0018-9448.

2014

Maso, Marco, Lakshminarayana, Subhash, Quek, Tony Q. S. and Poor, H. Vincent (2014) A composite approach to self-sustainable transmissions : rethinking OFDM. IEEE Transactions on Communications, 62 (11). pp. 3904-3917. doi:10.1109/TCOMM.2014.2361124 ISSN 0090-6778.