Selected Publications by Topic
Selected Publications by Topic
Embedded Files
Learning, Online Decision and Control
Learning, Online Decision and Control
F. Moradi Kalarde, A. Bereyhi, B. Liang, and M. Dong, “Adaptive sigmoid clipping for balancing the direction-magnitude mismatch trade-off in differentially private learning,“ to appear in the 39th Annual Conference on Neural Information Processing Systems (NeurIPS), December 2025.
F. Moradi Kalarde, M. Dong, B. Liang, A. Afana, and Y. Ahmed, “Adaptive Sparsification for Communication-Efficient Distributed Learning,” to appear in the 26th ACM MobhiHoc, October 2025.
J. Wang, M. Dong, B. Liang, G. Boudreau, and A. Afana, “Exploring temporal similarity for joint computation and communication in online distributed optimization,” IEEE/ACM Transactions on Networking, January 2025.
C. Zhang, M. Dong, B. Liang, A. Afana, and Y. Ahmed, “SegOTA: Accelerating Over-the-Air Federated Learning with Segmented Transmission,” in Proceedings of the 23st International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), June 2025. [arXiv.org]
C. Zhang, M. Dong, B. Liang, A. Afana, and Y. Ahmed, “Uplink over-the-air aggregation for multi-model wireless federated learning,” in Proceedings of IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Sept. 2024.
F. Moradi Kalarde, M. Dong, B. Liang, Y. A. Eldemerdash Ahmed, H.T. Cheng, "Beamforming and device selection design in federated learning with over-the-air aggregation," IEEE Open Journal of the Communications Society, vol. 5, pp. 1710-1723, 2024. (recognized as Top 10 Federated Learning Papers of 2024-2025 in OJCOMS)
C. Zhang, M. Dong, B. Liang, A. Afana, and Y. Ahmed, “Improving Wireless Federated Learning via Joint Downlink-Uplink Beamforming over Analog Transmission,” IEEE Transactions on Wireless Communications, 2025. [Available at arXiv.org]
J. Wang, B. Liang, M. Dong, G. Boudreau, and H. Abou-Zeid, “Joint online optimization of model training and analog aggregation for wireless edge learning,” IEEE/ACM Transactions on Networking, vol. 32, pp. 1212-1228, April 2024.
J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Hierarchical semi-online optimization for cooperative MIMO networks with information parsing,” IEEE Transactions on Wireless Communications, vol. 23, pp. 1943-1958, March 2024.
J. Wang, B. Liang, M. Dong, G. Boudreau, and A. Afana, “Online distributed optimization with efficient communication via temporal similarity,” in Proceedings of IEEE International Conference on Computer Communications (INFOCOM), May 2023.
J. Wang, M. Dong, B. Liang, and G. Boudreau, “Periodic updates for constrained OCO with application to large-scale multi-antenna systems,” IEEE Transactions on Mobile Computing, vol. 22, pp.6705-6722, November 2023. [Available at arXiv.org]
J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Delay-tolerant OCO with long-term constraints: Algorithm and its application to network resource allocation,” IEEE/ACM Transactions on Networking, vol. 31, pp. 147-163, February 2023.
J. Wang, B. Liang, M. Dong, and G. Boudreau, "Online multi-cell coordinate MIMO wireless network virtualization with imperfect CSI," IEEE Transactions on Wireless Communications, vol. 21, pp. 10455-10471, December 2022.
S. Kiani, M. Dong, S. ShahbazPanahi, G. Boudreau, and M. Bavand, "Learning-based user clustering in NOMA-aided MIMO networks with spatially correlated channels," IEEE Transactions on Communications, vol. 70, no. 7, pp. 4807-4821, July 2022.
J. Wang, B. Liang, M. Dong, and G. Boudreau, "Online distributed coordinated precoding for virtualized MIMO networks with delayed CSI," IEEE Wireless Communication Letter, vol. 11, no. 5, pp. 1012-1016, May 2022.
J. Wang, M. Dong, B. Liang, and G. Boudreau, “Online precoding design for downlink MIMO wireless network virtualization with imperfect CSI,” in Proc. of IEEE International Conference on Computer Communications (INFOCOM), Toronto, Canada, July 6-9, 2020.
J. Wang, M. Dong, B. Liang, and G. Boudreau, “Online MIMO wireless network virtualization with long-term power constraint,” in Proc. of IEEE Global Communications Conference (Globecom), Hawaii, USA, Dec. 9-13, 2019.
M. Dong, W. Li and F. Amirnavaei, “Online joint power control for two-hop wireless relay networks with energy harvesting,” IEEE Transactions on Signal Processing, vol. 66, no. 2, pp. 463-478, January 2018.
F. Amirnavaei and M. Dong, "Online power control optimization for wireless transmission with energy harvesting and storage," IEEE Transactions on Wireless Communications, vol. 15, pp. 4888-4901, July 2016. [Also available at arXiv.org]
M. Zandi, M. Dong, and A. Grami, "Distributed stochastic learning and adaptation to primary traffic for dynamic spectrum access," IEEE Transactions on Wireless Communications, vol. 15, pp. 1675-1688, March 2016.
M. Zandi, M. Dong, and A. Grami, "Dynamic spectrum access via channel-aware heterogeneous multi-channel auction with distributed learning," IEEE Transactions on Wireless Communications, vol. 14, pp. 5913-5926, November 2015.
M. Zandi and M. Dong, "Learning-stage based decentralized adaptive access policy for dynamic spectrum access," in Proc. of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 26-30, 2013.
M. Zandi and M. Dong, "Distributed opportunistic spectrum access with unknown population," in Proc. of IEEE International Conference on Communications in China (ICCC), August 15-18, 2012.
M. Zandi, M. Dong, and A. Grami, "Channel-Aware Distributed Dynamic Spectrum Access via Learning-Based Heterogeneous Multi-channel Auction," in Proc. of IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), Florence, Italy, May 4-9, 2014.
Cloud and Edge Computing and Communications
Cloud and Edge Computing and Communications
Y. Deng and M. Dong, "Design and optimization of heterogeneous coded distributed computing with nonuniform file popularity,” IEEE Transactions on Mobile Computing, vol. 24, pp. 10456-10473, October 2025. [Available at arXiv.org]
J. Wang, B. Liang, M. Dong, G. Boudreau, and H. Abou-Zeid, “Joint online optimization of model training and analog aggregation for wireless edge learning,” IEEE/ACM Transactions on Networking, vol. 32, pp. 1212-1228, April 2024.
Y. Deng and M. Dong, “Decentralized caching under nonuniform file popularity and size: memory-rate tradeoff characterization,” IEEE/ACM Transactions on Networking, vol. 32, pp. 175-190, February 2024. [Available at arXiv.org]
J. Wang, B. Liang, M. Dong, G. Boudreau, and A. Afana, “Online distributed optimization with efficient communication via temporal similarity,” in Proceedings of IEEE International Conference on Computer Communications (INFOCOM), May 2023.
M. Esmaeili, S. ShahbazPanahi, and M. Dong, "Joint optimization of transmit beamforming and base station cache allocation in multi-cell C-RAN," IEEE Transactions on Signal Processing, vol. 71, pp. 1755-1769, March 2023.
Y. Deng and M. Dong, “A novel nested coded delivery strategy for coded caching under nonuniform file popularity,” IEEE Communication Letters, vol. 27, pp. 807-811, March 2023.
Y. Deng and M. Dong, "Heterogeneous coded distributed computing with nonuniform input file popularity," in Proc. of IEEE International Conference on Communications (ICC), May 2022.
J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-zeid, "Online model updating for analog aggregation in wireless edge learning," in Proc. of IEEE International Conference on Computer Communications (INFOCOM), May 2022.
Y. Deng and M. Dong, “Memory-rate tradeoff for caching with uncoded placement under nonuniform random demands,” IEEE Transactions on Information Theory, vol. 68, pp. 7850-7870, December 2022. [Available at arXiv.org]
Y. Deng and M. Dong, “Fundamental structure of optimal cache placement for coded caching with nonuniform demands,” IEEE Transactions on Information Theory, vol. 68, pp. 6528-6547, October 2022. [Available at arXiv.org]
Y. Deng and M. Dong, "Memory-rate tradeoff for decentralized caching under nonuniform file popularity," in Proc. of the 19th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), September 2021.
Y. Deng and M. Dong, “Optimal cache placement for modified coded caching with nonuniform demands,” in Proc. of the 18th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), June 15-19, 2020.
Y. Deng and M. Dong, “Subpacketization Level in Optimal Placement for Coded Caching with Nonuniform File Popularities,” in Proc. of the 53rd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 3-6, 2019.
E. Jiang, M.-H. Chen, B. Liang, and M. Dong, "Task offloading and resource allocation with multiple CAPs and selfish users," arXiv:2101.00110, December 2020.
M.-H. Chen, B. Liang and M. Dong, "Multi-user multi-task offloading and resource allocation in mobile cloud systems," IEEE Transactions on Wireless Communications, vol. 17, pp. 6790-6805, October 2018.
M.-H. Chen, M. Dong, B. Liang, “Resource sharing of a computing access point for multi-user mobile cloud offloading with delay constraints,” IEEE Transactions on Mobile Computing, vol. 12, pp. 2868-2881, December 2018. [Also available at arXiv.org]
M.-H. Chen, B. Liang, and M. Dong, “Joint Offloading and Resource Allocation for Computation and Communication in Mobile Cloud with Computing Access Point,” in Proc. of IEEE International Conference on Computer Communications (INFOCOM), Atlanta, Georgia, May 1-4, 2017
M.-H. Chen, M. Dong, and B. Liang, “Multi-user mobile cloud offloading game with computing access point,” in Proc. of 5th IEEE International Conference on Cloud Networking (Cloudnet), Pisa, Italy, October 3-5, 2016.
M.-H. Chen, B. Liang, M. Dong, “Joint offloading decision and resource allocation for multi-user multi-task mobile cloud,” in Proc. of IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 23-27, 2016.
M.-H. Chen, M. Dong, and B. Liang, “Joint offloading decision and resource allocation for mobile cloud with computing access point,” in Proc. of IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), Shanghai, China, March 20-25, 2016.
M.-H Chen, B. Liang, and M. Dong, "A semidefinite relaxation approach to mobile cloud offloading with computing access point," in Proc. of the 15th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Stockholm, Sweden, June 28-July 1 2015.
MIMO and massive MIMO Communication and Networking
MIMO and massive MIMO Communication and Networking
S. Yin and M. Dong, “Computation-and-communication efficient coordinated multicast beamforming in massive MIMO networks,” IEEE Transactions on Communications, vol. 73, pp. 7811-7827, September 2025. [Available at arXiv.org]
C. Zhang, M. Dong, B. Liang, A. Afana, and Y. Ahmed, “SegOTA: Accelerating Over-the-Air Federated Learning with Segmented Transmission,” in Proceedings of the 23st International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), June 2025. [arXiv.org]
C. Zhang, M. Dong, B. Liang, A. Afana, and Y. Ahmed, “Uplink over-the-air aggregation for multi-model wireless federated learning,” in Proceedings of IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Sept. 2024.
C. Zhang, M. Dong, B. Liang, A. Afana, and Y. Ahmed, “Improving Wireless Federated Learning via Joint Downlink-Uplink Beamforming over Analog Transmission,” IEEE Transactions on Wireless Communications, 2025. [Available at arXiv.org]
F. Moradi Kalarde, M. Dong, B. Liang, Y. A. Eldemerdash Ahmed, H.T. Cheng, "Beamforming and device selection design in federated learning with over-the-air aggregation," IEEE Open Journal of the Communications Society, vol. 5, pp. 1710-1723, 2024. (recognized as Top 10 Federated Learning Papers of 2024-2025 in OJCOMS)
N. Mohamadi, M. Dong, and S. ShahbazPanahi, "Low-complexity joint antenna selection and robust multi-group multicast beamforming for massive MIMO, " IEEE Transactions on Signal Processing, vol. 72, pp. 792-808, January 2024.
M. Ebrahimi and M. Dong, "Efficient design of multi-group multicast beamforming via reconfigurable intelligent surface," in Proc. of the 57th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November 2023. [arXiv.org]
C. Zhang, M. Dong, B. Liang, A. Afana, Y. Ahmed, “Multi-model wireless federated learning with downlink beamforming,” in IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), April 2024. [arXiv.org]
C. Zhang, M. Dong, B. Liang, A. Afana, and Y. Ahmed, “Joint downlink-uplink beamforming for wireless multi-antenna federated learning,” in the 21st International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), August 2023. [arXiv.org]
J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Hierarchical semi-online optimization for cooperative MIMO networks with information parsing,” IEEE Transactions on Wireless Communications, vol. 23, pp. 1943-1958, March 2024.
C. Zhang, M. Dong, and B. Liang, “Ultra-low-complexity algorithms with structurally optimal multi-group multicast beamforming in large-scale systems,” IEEE Transactions on Signal Processing, vol. 71, pp. 1626-1641, April 2023.
M. Esmaeili, S. ShahbazPanahi, and M. Dong, "Joint optimization of transmit beamforming and base station cache allocation in multi-cell C-RAN," IEEE Transactions on Signal Processing, vol. 71, pp. 1755-1769, March 2023.
J. Wang, M. Dong, B. Liang, and G. Boudreau, “Periodic updates for constrained OCO with application to large-scale multi-antenna systems,” IEEE Transactions on Mobile Computing, vol. 22, pp. 6705-6722, November 2023. [Available at arXiv.org]
S. Mohammadi, M. Dong, and S. ShahbazPanahi, "Fast algorithm for joint unicast and multicast beamforming for large-scale massive MIMO," IEEE Transactions on Signal Processing, vol. 70, pp. 5413-5428, October 2022.
J. Wang, B. Liang, M. Dong, and G. Boudreau, "Online multi-cell coordinate MIMO wireless network virtualization with imperfect CSI," IEEE Transactions on Wireless Communications, vol. 21, pp. 10455-10471, December 2022.
S. Kiani, M. Dong, S. ShahbazPanahi, G. Boudreau, and M. Bavand, "Learning-based user clustering in NOMA-aided MIMO networks with spatially correlated channels," IEEE Transactions on Communications, vol. 70, no. 7, pp. 4807-4821, July 2022.
C. Zhang, M. Dong, and B. Liang, “Fast first-order algorithm for large-scale max-min fair multi-group multicast beamforming,” IEEE Wireless Communication Letters, vol. 11, pp. 1560-1564, August 2022.
N. Mohamadi, M. Dong, and S. ShahbazPanahi, “Low-complexity ADMM-based algorithm for robust multi-group multicast beamforming in large-scale systems,” IEEE Transactions on Signal Processing, vol. 70, pp. 2046-2061, March 2022.
J. Wang, B. Liang, M. Dong, G. Boudreau, and H. Abou-zeid, "Seimi-online precoding with information parsing for cooperative MIMO wireless networks," in Proc. of IEEE International Conference on Computer Communications (INFOCOM), May 2022.
J. Wang, B. Liang, M. Dong, and G. Boudreau, "Online distributed coordinated precoding for virtualized MIMO networks with delayed CSI," IEEE Wireless Communication Letter, vol. 11, no. 5, pp. 1012-1016, May 2022.
J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Hierarchical semi-online optimization for cooperative MIMO networks with information parsing,” submitted to IEEE Transactions on Mobile Computing, April 2022.
S. Sharifi, S. ShahbazPanahi, and M. Dong, "A POMDP-based antenna selection for massive MIMO communication,” IEEE Transactions on Communications, vol. 70, no. 3, pp. 2025-2041, March 2022.
J. Wang, M. Dong, B. Liang, and G. Boudreau, Hatem Abu-zeid, “Distributed coordinated precoding for MIMO cellular network virtualization,” IEEE Transactions on Wireless Communications, vol. 21, no. 1, pp. 106-120, 2022. [Avialble at arXiv.org]
A. Ramezani-Kebrya, B. Liang, M. Dong, and G. Boudreau, “Robust design of multi-cell D2D communication under partial CSI,” IEEE Internet of Things Journal, vol. 9, no. 3, pp. 2404-2418, February 2022.
S. Mohammadi, M. Dong, and S. ShahbazPanahi, “Fast algorithm for joint unicast and multicast beamforming in large-scale systems,” in Proc. of IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), September 27-30, 2021. (SPAWC 2021 Best Student Paper)
J. Wang, M. Dong, B. Liang, and G. Boudreau, “Online precoding design for downlink MIMO wireless network virtualization with imperfect CSI,” in Proc. of IEEE International Conference on Computer Communications (INFOCOM), Toronto, Canada, July 6-9, 2020.
J. Wang, B. Liang, M. Dong, and G. Boudreau, “Online MIMO wireless network virtualization over time-varying channels with periodic updates,” in Proc. of IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Atlanta, USA, May 26-29, 2020.
J. Wang, M. Dong, B. Liang, and G. Boudreau, “Online MIMO wireless network virtualization with long-term power constraint,” in Proc. of IEEE Global Communications Conference (Globecom), Hawaii, USA, Dec. 9-13, 2019.
M. Dong and Qiqi Wang, “Multi-group multicast beamforming: optimal structure and efficient algorithms,” IEEE Transactions on Signal Processing, vol. 68, pp. 3738-3753, 2020. [Also available at arXiv.org]
J. Yu and M. Dong, “Low-complexity weighted MRT multicast beamforming in massive MIMO cellular networks,” in Proc. of IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), Calgary, Canada, April 16-20, 2018.
M. Dong, W. Li and F. Amirnavaei, “Online joint power control for two-hop wireless relay networks with energy harvesting,” IEEE Transactions on Signal Processing, vol. 66, no. 2, pp. 463-478, January 2018.
F. Amirnavaei and M. Dong, "Online power control optimization for wireless transmission with energy harvesting and storage," IEEE Transactions on Wireless Communications, vol. 15, pp. 4888-4901, July 2016. [Also available at arXiv.org]
A. A. Haija, M. Dong, B. Liang, G. Boudreau, “Efficient multi-user quantize-forward relaying in massive MIMO HetNets,” in Proc. of IEEE Global Communications Conference (Globecom), Abu Dhabi, UAE, Dec. 9-13, 2018.
A. A. Haija, M. Dong, B. Liang, G. Boudreau, and S. H. Seyedmehdi, “Design and simplification of quantize-forward relaying in massive MIMO HetNets,” in Proc. of IEEE International Conference on Communications (ICC) workshop – 5G Ultra Dense Networks, Kansas City, USA, May 20, 2018.
R. AliHemmati, M. Dong, B. Liang, G. Boudreau, S.H. Seyedmehdi, “Multi-channel resource allocation toward ergodic rate maximization for underlay device-to-device communication,” IEEE Transactions on Wireless Communications, vol. 17, no. 2, pp. 1011-1025, February 2018.
R. AliHemmati, B. Liang, M. Dong, G. Boudreau, S.H. Seyedmehdi, “Power allocation for underlay device-to-device communication over multiple channels,” IEEE Transactions on Signal and Information Processing over Networks, vol. 4, pp. 467-480, Sept. 2018.
A. Ramezani-Kebrya, M. Dong, B. Liang, G. Boudreau, and S. Hossein Seyedmahdi, "Joint power optimization for device-to-device communication in cellular networks with interference control," IEEE Transactions on Wireless Communications, vol. 16, pp. 5131-5146, August 2017.
A. Ramezani-Kebrya, M. Dong, B. Liang, G. Boudreau, and S. Seyedmelhdi, “Robust power optimization for device-to-device communication in a multi-cell network under Partial CSI,” in Proc. of IEEE International Conference on Communications (ICC), Paris, France, May 21-25, 2017.
Cooperative Communication and Networking
Cooperative Communication and Networking
S. Kiani, S. ShahbazPanahi, M. Dong, G. Boudreau, and M. Bavand, “Joint power allocation and distributed equalization design for OFDM-based filter-and-forward two-way multi-relay networks,” IEEE Transactions on Signal Processing, vol. 69, pp. 4652-4668, 2021.
S. Kiani, S. ShahbazPanahi, M. Dong, and G. Boudreau, "Power-optimal distributed beamforming for multi-carrier asynchronous bidirectional relay networks," IEEE Transactions on Signal and Information Processing over Networks, vol. 7, pp. 114-129, January 2021.
Z. Yang and M. Dong, "Low-complexity coordinated relay beamforming design for multi-cluster relay interference networks," IEEE Transactions on Wireless Communications, vol. 18, pp. 2215-2228, April 2019.
W. Li and M. Dong, “Joint relay beamforming and receiver processing for multi-way multi-antenna relay networks,” IEEE Transactions on Communications, vol. 66, no. 2, pp. 576-588, February 2018.
A. Ramezani-Kebrya, M. Dong, B. Liang, G. Boudreau, and S. Hossein Seyedmahdi, "Interference minimization in cooperative relay beamforming with multiple communicating pairs," IEEE Transactions on Wireless Communications, vol. 10, pp. 6514-6527, October 2017.
M. Dong, B. Liang, and Q. Xiao, "Unicast multi-antenna relay beamforming with per-antenna power control: optimization and duality," IEEE Transactions on Signal Processing, vol. 61, pp. 6076-6090, Dec. 2013.
M. Dong and B. Liang, "Multicast relay beamforming through dual approach," in Proc. of of IEEE International Workshops on Computational Advances in Multi-Channel Sensor Array Processing(CAMSAP) , Dec. 2013.
S. Shahbazpanahi, and M. Dong, "Achievable Rate Region under Joint Distributed Beamforming and Power Allocation for Two-Way Relay Networks," IEEE Transactions on Wireless Communications, vol. 11, pp. 4026-4037, November 2012.
M. Hajiaghayi, M. Dong, and B. Liang "Jointly optimal channel and power assignment for dual-hop multi-channel multi-user relaying," IEEE Journal on Selected Areas of Communications (JSAC), Special Issue on Cooperative Networking - Challenge and Applications, vol. 30, pp. 1806-1814, October 2012. [Full version at arXiv.org]
S. Shahbazpanahi and M. Dong, "A semi-closed-form solutions to optimal distributed beamforming for two-way relay networks," IEEE Transactions on Signal Processing, vol. 60, pp.1511-1516, March 2012.
M. Hajiaghayi, M. Dong, and B. Liang, "Jointly optimal bit loading, channel pairing and power allocation for multi-channel relaying," in Prof. of IEEE International Conference on Computer Communications (INFOCOM) 2012, March 25-30, 2012.
M. Hajiaghayi, M. Dong, and B. Liang "Jointly optimal channel pairing and power allocation for multichannel multihop relaying," IEEE Transactions on Signal Processing, vol. 49, pp.4998-5012, October 2011. [Also available at arXiv.org]
M.Hajiaghayi, M. Dong, and B. Liang, "Maximizing lifetime in Relay cooperation through energy-aware power allocation," IEEE Transactions on Signal Processing, vol. 58, pp. 4354-4366, August 2010.
M. Dong and S. Shahbazpanahi, "Optimal Spectrum Sharing and Power Allocation for OFDM-Based Two-Way Relaying," in Proc. of the 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2010.
Smart Energy Systems and Energy Storage
Smart Energy Systems and Energy Storage
T. Li and M. Dong, "Residential energy storage management with bidirectional energy control," IEEE Transactions on Smart Grid, vol. 10, pp. 3596-3611, July 2019. [Also available at arXiv.org]
T. Li and M. Dong, "Real-time residential-side joint energy storage management and load scheduling with renewable integration," IEEE Transactions on Smart Grid, vol. 9, no. 1, pp. 289-298, January 2018. [Also available at arXiv.org]
S. Sun, B. Liang, M. Dong and J. Taylor, "Phase balancing using energy storage in power grids under uncertainty," IEEE Transactions on Power Systems, vol. 31, pp. 3891-3903, September 2016.
S. Sun, M. Dong, and B. Liang, "Distributed real-time power balancing in renewable-integrated power grids with storage and flexible loads," IEEE Transactions on Smart Grid, vol. 7, pp. 2337-2349, September 2016. [Available at arXiv.org].
T. Li and M. Dong, "Real-time energy storage management with renewable integration: Finite-time horizon approach," IEEE Journal on Selected Areas in Communications, vol. 33, pp. 2524-2539, December 2015.
S. Sun, M. Dong, and B. Liang, "Real-time power balancing in electric grids with distributed storage," IEEE Journal of Selected Topics in Signal Processing: Special Issue on Signal Processing in Smart Electric Power Grid, vol. 8, pp. 1167-1181, December 2014.
S. Sun, M. Dong, and B. Liang, "On stochastic feedback control for multi-antenna beamforming: formulation and low-complexity algorithms," IEEE Trans. on Wireless Communications, vol. 13, pp.4731-4745, September 2014.
S. Sun, M. Dong, and B. Liang, "Real-time welfare-maximizing regulation allocation in dynamic aggregator-EVs systems," IEEE Transactions on Smart Grid, vol. 5, pp.1397-1409, May 2014. [Also available: arXiv.org]
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