Subject: Communication Systems | Smart meter privacy | Electrical Engineering and Systems Science - Signal Processing | Kommunikationssystem | partially observable Markov decision process (PO-MDP) | dynamic programming | Bayesian hypothesis testing | energy storage losses
Privacy-preserving smart meter control strategies proposed in the literature so far make some ideal assumptions such as instantaneous control without delay, lossless energy storage systems etc. In this paper, we present a one-step-ahead predictive control strategy using... View more
 Patrick McDaniel and Stephen McLaughlin, “Security and privacy challenges in the smart grid,” IEEE Security & Privacy, vol. 7, no. 3, 2009.
 George William Hart, “Nonintrusive appliance load monitoring,” Proceedings of the IEEE, vol. 80, no. 12, pp. 1870-1891, 1992.
 Ahmed Zoha, Alexander Gluhak, Muhammad Ali Imran, and Sutharshan Rajasegarar, “Non-intrusive load monitoring approaches for disaggregated energy sensing: A survey,” Sensors, vol. 12, no. 12, pp. 16838- 16866, 2012.
 Muhammad Rizwan Asghar, Gyo¨rgy Da´n, Daniele Miorandi, and Imrich Chlamtac, “Smart meter data privacy: A survey,” IEEE Communications Surveys & Tutorials, vol. 19, no. 4, pp. 2820-2835, 2017.
 Giulio Giaconi, Deniz Gunduz, and H Vincent Poor, “Privacyaware smart metering: Progress and challenges,” arXiv preprint arXiv:1802.01166, 2018.
 Michael LeMay, George Gross, Carl A Gunter, and Sanjam Garg, “Unified architecture for large-scale attested metering,” in System Sciences, 2007. HICSS 2007. 40th Annual Hawaii International Conference on. IEEE, 2007, pp. 115-115.
 Marek Jawurek, Martin Johns, and Konrad Rieck, “Smart metering de-pseudonymization,” in Proceedings of the 27th Annual Computer Security Applications Conference. ACM, 2011, pp. 227-236.
 Alfredo Rial and George Danezis, “Privacy-preserving smart metering,” in Proceedings of the 10th annual ACM workshop on Privacy in the electronic society. ACM, 2011, pp. 49-60.
 Georgios Kalogridis, Costas Efthymiou, Stojan Z Denic, Tim A Lewis, and Rafael Cepeda, “Privacy for smart meters: Towards undetectable appliance load signatures,” in Smart Grid Communications (SmartGridComm), 2010 First IEEE International Conference on. IEEE, 2010, pp. 232-237.
 David Varodayan and Ashish Khisti, “Smart meter privacy using a rechargeable battery: Minimizing the rate of information leakage,” in Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on. IEEE, 2011, pp. 1932-1935.