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Research Output 1996 2019

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Conference contribution
2019

A Case of Distributed Optimization in Adversarial Environment

Ravi, N., Scaglione, A. & Nedich, A., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5252-5256 5 p. 8683442. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Broadcasting

Community Inference from Graph Signals with Hidden Nodes

Wai, H. T., Eldar, Y. C., Ozdaglar, A. E. & Scaglione, A., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4948-4952 5 p. 8683001. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Topology
Processing
1 Citation (Scopus)

Detection of Data Injection Attacks on Decentralized Statistical Estimation

Shalom, O., Leshem, A., Scaglione, A. & Nedich, A., Feb 20 2019, 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018. Institute of Electrical and Electronics Engineers Inc., 8646074. (2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Distributed Bayesian Estimation with Low-rank Data: Application to Solar Array Processing

Ramakrishna, R., Scaglione, A., Spanias, A. & Tepedelenlioglu, C., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4440-4444 5 p. 8682854. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Array processing
Error analysis
Communication
Experiments

Localization of Data Injection Attacks on Distributed M-Estimation

Shalom, O., Leshem, A. & Scaglione, A., Jun 1 2019, 2019 IEEE Data Science Workshop, DSW 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 22-26 5 p. 8755572. (2019 IEEE Data Science Workshop, DSW 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Multi-layer Decomposition of Optimal Resource Sharing Problems

Karakoc, N., Scaglione, A. & Nedich, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 178-183 6 p. 8619777. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Resource Sharing
Multilayer
Decomposition
Decompose
Communication

On Modeling Voltage Phasor Measurements as Graph Signals

Ramakrishna, R. & Scaglione, A., Jun 1 2019, 2019 IEEE Data Science Workshop, DSW 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 275-279 5 p. 8755588. (2019 IEEE Data Science Workshop, DSW 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Phasor measurement units
Voltage measurement
Signal processing

SUCAG: Stochastic Unbiased Curvature-aided Gradient Method for Distributed Optimization

Wai, H. T., Freris, N. M., Nedich, A. & Scaglione, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1751-1756 6 p. 8619336. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distributed Optimization
Stochastic Gradient
Gradient methods
Gradient Method
Curvature
2018

Active spectrum sensing with sequential sub-Nyquist sampling

Ferrari, L. & Scaglione, A., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 548-552 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Spectrum Sensing
Sensing
sampling
Sampling
Adaptive Design

AVAIL: Assured Volt-Ampère Information Ledger

Tesfay, T., Jamei, M., Scaglione, A., Hedman, M., Hedman, K. & Bazzi, R., Dec 24 2018, 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2018. Institute of Electrical and Electronics Engineers Inc., 8587601

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Energy management systems
3 Citations (Scopus)

Community Detection from Low-Rank Excitations of a Graph Filter

Wai, H. T., Segarra, S., Ozdaglar, A. E., Scaglione, A. & Jadbabaie, A., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 4044-4048 5 p. 8462239

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Covariance matrix
Eigenvalues and eigenfunctions
Topology
Experiments

Continuous time multi-stage stochastic reserve and unit commitment

Hreinsson, K., Analui, B. & Scaglione, A., Aug 20 2018, 20th Power Systems Computation Conference, PSCC 2018. Institute of Electrical and Electronics Engineers Inc., 8442490

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scheduling
Costs
Power markets
1 Citation (Scopus)

Curvature-aided incremental aggregated gradient method

Wai, H. T., Shi, W., Nedich, A. & Scaglione, A., Jan 17 2018, 55th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 526-532 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gradient methods
Gradient Method
Curvature
Linear Convergence
Gradient
2 Citations (Scopus)

Data injection attack on decentralized optimization

Xiaoxiao Wu, S., Wai, H. T., Scaglione, A., Nedich, A. & Leshem, A., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 3644-3648 5 p. 8462528

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gradient methods
Multi agent systems
Processing
Experiments

Detecting and Localizing Adversarial Nodes Usig Neural Networks

Li, G., Xiaoxiao Wu, S., Zhang, S., Wai, H. T. & Scaglione, A., Aug 24 2018, 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-June. 8445849

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Telecommunication networks
2 Citations (Scopus)

Gas and electric grid unit commitment with coordinated N-1 generator contingency analysis

Jamei, M., Schweitzer, E., Scaglione, A. & Hedman, K., Aug 20 2018, 20th Power Systems Computation Conference, PSCC 2018. Institute of Electrical and Electronics Engineers Inc., 8442863

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gases
Gas generators
Planning
1 Citation (Scopus)

Identifying susceptible agents in time varying opinion dynamics through compressive measurements

Wai, H. T., Ozdaglar, A. E. & Scaglione, A., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 4114-4118 5 p. 8462377

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Error detection
Hinges
Dynamic models
1 Citation (Scopus)

Joint probabilistic forecasts of temperature and solar irradiance

Ramakrishna, R., Bernstein, A., Dall'Anese, E. & Scaglione, A., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 3819-3823 5 p. 8462496

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Temperature
Statistical Models
7 Citations (Scopus)

Layered cooperative resource sharing at a wireless SDN backhaul

Ferrari, L., Karakoç, N., Scaglione, A., Reisslein, M. & Thyagaturu, A., Jul 3 2018, 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Resource allocation
Wireless networks
Decomposition
3 Citations (Scopus)

Low-Resolution Fault Localization Using Phasor Measurement Units with Community Detection

Jamei, M., Scaglione, A. & Peisert, S., Dec 24 2018, 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2018. Institute of Electrical and Electronics Engineers Inc., 8587461

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Phasor measurement units
Observability
Sensors

Network Inference and its Application to the Estimation of Crowd Dynamics from IoT Sensors

Ravi, N., Ramakrishna, R., Wai, H. T. & Scaglione, A., Aug 24 2018, 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-June. 8446031

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sensors
Bridge approaches
Mobile phones
Data structures
Identification (control systems)

NETWORK INFERENCE from COMPLEX SYSTEMS STEADY STATES OBSERVATIONS: THEORY and METHODS

Wai, H. T., Scaglione, A., Barzel, B. & Leshem, A., Aug 17 2018, 2018 IEEE Data Science Workshop, DSW 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 155-159 5 p. 8439896

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Complex networks
Large scale systems
Complex Systems
Genes
Benchmark
1 Citation (Scopus)

On aggregating thermostatically controlled loads based on energy losses

Hreinsson, K. & Scaglione, A., Jan 29 2018, 2017 IEEE Power and Energy Society General Meeting, PESGM 2017. IEEE Computer Society, Vol. 2018-January. p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Energy dissipation
Specific heat
Pumps
Temperature
Hot Temperature
2 Citations (Scopus)

Online Thevenin parameter tracking using synchrophasor data

Jamei, M., Scaglione, A., Roberts, C., McEachern, A., Stewart, E., Peisert, S. & McParland, C., Jan 29 2018, 2017 IEEE Power and Energy Society General Meeting, PESGM 2017. IEEE Computer Society, Vol. 2018-January. p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Phasor measurement units
Voltage control
Monitoring
1 Citation (Scopus)

Towards operational validation: Mapping power system inputs to operating conditions

Schweitzer, E., Xu, T., Birchfield, A. B., Scaglione, A., Overbye, T. J., Thomas, R. J. & Wang, Z., Aug 20 2018, 20th Power Systems Computation Conference, PSCC 2018. Institute of Electrical and Electronics Engineers Inc., 8442880

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Statistics
2017
3 Citations (Scopus)

A compressive sensing framework for the analysis of solar Photo-Voltaic power

Ramakrishna, R. & Scaglione, A., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 308-312 5 p. 7869048

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stochastic models
Solar energy
Decision making
Irradiation
1 Citation (Scopus)

Aggregate load models for demand response: Exploring flexibility

Hreinsson, K., Scaglione, A. & Vittal, V., Apr 19 2017, 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 926-930 5 p. 7905978

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Battery electric vehicles
3 Citations (Scopus)

A projection-free decentralized algorithm for non-convex optimization

Wai, H. T., Scaglione, A., Lafond, J. & Moulines, E., Apr 19 2017, 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 475-479 5 p. 7905887

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experiments
1 Citation (Scopus)

Caching for distributed parameter estimation in wireless sensor networks

Chennakesavula, P., Hong, Y. W. P. & Scaglione, A., Jul 28 2017, 2017 IEEE International Conference on Communications, ICC 2017. Institute of Electrical and Electronics Engineers Inc., 7997045

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parameter estimation
Wireless sensor networks
Mean square error
Sensors
Fusion reactions

Continuous-time marginal pricing of power trajectories in power systems

Scaglione, A., Mar 27 2017, 2016 Information Theory and Applications Workshop, ITA 2016. Institute of Electrical and Electronics Engineers Inc., 7888188

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Solar energy
Trajectories
Economics
Costs
1 Citation (Scopus)

Data mining the underlying trust in the US Congress

Wu, S. X., Wai, H. T. & Scaglione, A., Apr 19 2017, 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1202-1206 5 p. 7906032

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
Linear regression
Dynamic models
Sampling
3 Citations (Scopus)

Distributed estimation of the operating state of a single-bus DC microgrid without an external communication interface

Angjelichinoski, M., Scaglione, A., Popovski, P. & Stefanović, Č., Apr 19 2017, 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 778-782 5 p. 7905948

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Maximum likelihood
Power generation
Communication
Electric potential
Power electronics
2 Citations (Scopus)

Fast and privacy preserving distributed low-rank regression

Wai, H. T., Scaglione, A., Lafond, J. & Moulines, E., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4451-4455 5 p. 7952998

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parallel algorithms
Costs

Marginal charging station pricing in an intelligent electric transportation system

Alizadeh, M., Wai, H. T., Goldsmith, A. & Scaglione, A., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3438-3444 7 p. 7963478

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric vehicles
Electricity
Charging (batteries)
Costs
Information use
1 Citation (Scopus)

The Power-Oja method for decentralized subspace estimation/tracking

Wu, S. X., Wai, H. T., Scaglione, A. & Jacklin, N. A., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3524-3528 5 p. 7952812

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Signal processing
Innovation
Statistics
Communication
2 Citations (Scopus)

Topology identification for multiple-bus DC MicroGrids via primary control perturbations

Angjelichinoski, M., Stefanovic, C., Popovski, P., Scaglione, A. & Blaabjerg, F., Aug 3 2017, 2017 IEEE 2nd International Conference on Direct Current Microgrids, ICDCM 2017. Institute of Electrical and Electronics Engineers Inc., p. 202-206 5 p. 8001045

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Topology
Monitoring
Electric potential
2016

Active online learning of trusts in social networks

Wai, H. T., Scaglione, A. & Leshem, A., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May. p. 4139-4143 5 p. 7472456

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gradient methods
Equations of state
1 Citation (Scopus)

An approximation algorithm for future wind scenarios

Analui, B. & Scaglione, A., Aug 24 2016, 2016 19th IEEE Statistical Signal Processing Workshop, SSP 2016. IEEE Computer Society, Vol. 2016-August. 7551821

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Approximation algorithms
Wind power
Approximation Algorithms
Higher order statistics
Scenarios
2 Citations (Scopus)

Detection of data injection attacks in decentralized learning

Gentz, R., Wai, H. T., Scaglione, A. & Leshem, A., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 350-354 5 p. 7421145

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Big data
11 Citations (Scopus)

Generation ramping valuation in day-ahead electricity markets

Parvania, M. & Scaglione, A., Mar 7 2016, Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016. IEEE Computer Society, Vol. 2016-March. p. 2335-2344 10 p. 7427475

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trajectories
Costs
Switches
Polynomials
Power markets
1 Citation (Scopus)

Identifying trust in social networks with stubborn agents, with application to market decisions

Wai, H. T., Scaglione, A. & Leshem, A., Apr 4 2016, 2015 53rd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2015. Institute of Electrical and Electronics Engineers Inc., p. 747-754 8 p. 7447081

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Economics
Marketing
Lenses
1 Citation (Scopus)

PulseSS: A microcontroller implementation of Pulse-coupled Scheduling and Synchronization protocol for cluster-based wireless sensor networks

Gentz, R., Scaglione, A., Ferrari, L. & Peter Hong, Y. W., Jan 20 2016, IEEE World Forum on Internet of Things, WF-IoT 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 536-541 6 p. 7389111

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Microcontrollers
Wireless sensor networks
Synchronization
Scheduling
Network protocols
1 Citation (Scopus)

The perils of dynamic electricity pricing tariffs in the presence of retail market imperfections

Alizadeh, M., Goldsmith, A. & Scaglione, A., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 683-688 6 p. 7421219

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electricity
Defects
Costs
Profitability
3 Citations (Scopus)

The social system identification problem

Wai, H. T., Scaglione, A. & Leshem, A., Feb 8 2016, Proceedings of the IEEE Conference on Decision and Control. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-February. p. 406-411 6 p. 7402234

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Systems
Identification Problem
System Identification
Identification (control systems)
Social Networks
2015
11 Citations (Scopus)

A consensus-based decentralized algorithm for non-convex optimization with application to dictionary learning

Wai, H. T., Chang, T. H. & Scaglione, A., Aug 4 2015, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-August. p. 3546-3550 5 p. 7178631

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Glossaries
Fault tolerance
Signal processing
17 Citations (Scopus)

A hybrid network IDS for protective digital relays in the power transmission grid

Koutsandria, G., Muthukumar, V., Parvania, M., Peisert, S., McParland, C. & Scaglione, A., Jan 12 2015, 2014 IEEE International Conference on Smart Grid Communications, SmartGridComm 2014. Institute of Electrical and Electronics Engineers Inc., p. 908-913 6 p. 7007764

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intrusion detection
Power transmission
Controllers
Communication
Specifications
10 Citations (Scopus)

A real-time testbed environment for cyber-physical security on the power grid

Koutsandria, G., Gentz, R., Jamei, M., Scaglione, A., Peisert, S. & McParland, C., Oct 16 2015, CPS-SPC 2015 - Proceedings of the 1st ACM Workshop on Cyber-Physical Systems-Security and/or Privacy, co-located with CCS 2015. Association for Computing Machinery, Inc, p. 67-78 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intrusion detection
Testbeds
Information management
Electric network analysis
Telecommunication networks

Decentralized regression with asynchronous sub-Nyquist sampling

Wai, H. T. & Scaglione, A., Apr 24 2015, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2015-April. p. 798-802 5 p. 7094559

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sampling
Sensors
Linear regression
6 Citations (Scopus)

Restless multi-armed bandits under time-varying activation constraints for dynamic spectrum access

Cohen, K., Zhao, Q. & Scaglione, A., Apr 24 2015, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2015-April. p. 1575-1578 4 p. 7094730

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Chemical activation
5 Citations (Scopus)

The pulse coupled phasor measurement units

Ferrari, L., Gentz, R., Scaglione, A. & Parvania, M., Jan 12 2015, 2014 IEEE International Conference on Smart Grid Communications, SmartGridComm 2014. Institute of Electrical and Electronics Engineers Inc., p. 320-325 6 p. 7007666

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Phasor measurement units
Synchronization
Sensor arrays
Network architecture
Sensor networks