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Sugumar Murugesan
Sugumar Murugesan
Amazon, Inc
Verified email at buckeyemail.osu.edu
Title
Cited by
Cited by
Year
Multiple timescale dispatch and scheduling for stochastic reliability in smart grids with wind generation integration
M He, S Murugesan, J Zhang
2011 Proceedings IEEE INFOCOM, 461-465, 2011
1562011
Building HVAC control with reinforcement learning for reduction of energy cost and demand charge
Z Jiang, MJ Risbeck, V Ramamurti, S Murugesan, J Amores, C Zhang, ...
Energy and Buildings 239, 110833, 2021
762021
Exploiting channel memory for joint estimation and scheduling in downlink networks
W Ouyang, S Murugesan, A Eryilmaz, NB Shroff
2011 Proceedings IEEE INFOCOM, 3056-3064, 2011
512011
A multi-timescale scheduling approach for stochastic reliability in smart grids with wind generation and opportunistic demand
M He, S Murugesan, J Zhang
IEEE Transactions on Smart Grid 4 (1), 521-529, 2013
492013
Optimization of training and scheduling in the non-coherent SIMO multiple access channel
S Murugesan, E Uysal-Biyikoglu, P Schniter
IEEE Journal on Selected Areas in Communications 25 (7), 1446-1456, 2007
312007
Multiuser scheduling in a Markov-modeled downlink using randomly delayed ARQ feedback
S Murugesan, P Schniter, NB Shroff
IEEE Transactions on Information Theory 58 (2), 1025-1042, 2012
302012
Finite state Markov chain model for wind generation forecast: A data-driven spatiotemporal approach
S Murugesan, J Zhang, V Vittal
2012 IEEE PES Innovative Smart Grid Technologies (ISGT), 1-8, 2012
292012
Exploiting channel memory for joint estimation and scheduling in downlink networks—A Whittle’s indexability analysis
W Ouyang, S Murugesan, A Eryilmaz, NB Shroff
IEEE Transactions on Information Theory 61 (4), 1702-1719, 2015
232015
Scheduling with rate adaptation under incomplete knowledge of channel/estimator statistics
W Ouyang, S Murugesan, A Eryilmaz, NB Shroff
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010
232010
Opportunistic scheduling using ARQ feedback in multi-cell downlink
S Murugesan, P Schniter, NB Shroff
2010 Conference Record of the Forty Fourth Asilomar Conference on Signals …, 2010
92010
Building system with probabilistic forecasting using a recurrent neural network sequence to sequence model
S Murugesan, YM Lee
US Patent 11,531,919, 2022
82022
Real-time scheduling over Markovian channels: When partial observability meets hard deadlines
L Yang, S Murugesan, J Zhang
2011 IEEE Global Telecommunications Conference-GLOBECOM 2011, 1-5, 2011
82011
Building system with adaptive fault detection
JA Llopis, YM Lee, S Murugesan, SR Vitullo
US Patent 11,243,523, 2022
72022
A Markov decision process approach to multi-timescale scheduling and pricing in smart grids with integrated wind generation
M He, S Murugesan, J Zhang
2011 4th IEEE International Workshop on Computational Advances in Multi …, 2011
72011
Less is more: Simplified state-action space for deep reinforcement learning based HVAC control
S Murugesan, Z Jiang, MJ Risbeck, J Amores, C Zhang, V Ramamurti, ...
Proceedings of the 1st International Workshop on Reinforcement Learning for …, 2020
62020
Multiuser scheduling in a Markov-modeled downlink environment
S Murugesan, P Schniter, NB Shroff
2008 46th Annual Allerton Conference on Communication, Control, and …, 2008
62008
Opportunistic multiuser scheduling in a three state Markov-modeled downlink
S Murugesan, P Schniter
arXiv preprint arXiv:0904.1754, 2009
52009
Deep Reinforcement Learning for Energy Cost Optimization in Building HVAC Systems.
Z Jiang, MJ Risbeck, V Ramamurti, S Murugesan, J Amores, YM Lee, ...
ASHRAE Transactions 127 (1), 2021
42021
Energy flow prediction for electric systems including photovoltaic solar systems
S Murugesan, S Thulasingam
US Patent 10,523,010, 2019
42019
Exploiting channel correlation and PU traffic memory for opportunistic spectrum scheduling
S Wang, S Murugesan, J Zhang
2012 IEEE Global Communications Conference (GLOBECOM), 1192-1197, 2012
32012
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