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Research Output 1996 2019

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

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

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

A Mathematical Programing Solution for Automatic Generation of Synthetic Power Flow Cases

Schweitzer, E. & Scaglione, A., Aug 3 2018, (Accepted/In press) In : IEEE Transactions on Power Systems.

Research output: Contribution to journalArticle

Topology
Reactive power
Evolutionary algorithms
Planning
Processing
4 Citations (Scopus)

A Review of Distributed Algorithms for Principal Component Analysis

Wu, S. X., Wai, H. T., Li, L. & Scaglione, A., Aug 1 2018, In : Proceedings of the IEEE. 106, 8, p. 1321-1340 20 p., 8425655.

Research output: Contribution to journalArticle

Parallel algorithms
Principal component analysis
Data acquisition
Array processing
Learning systems

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
2 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

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

Decentralized DC MicroGrid Monitoring and Optimization via Primary Control Perturbations

Angjelichinoski, M., Scaglione, A., Popovski, P. & Stefanovic, C., Apr 13 2018, (Accepted/In press) In : IEEE Transactions on Signal Processing.

Research output: Contribution to journalArticle

Monitoring
Power electronics
Controllers
Voltage measurement
Communication systems

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

Estimating Social Opinion Dynamics Models from Voting Records

Wu, X., Wai, H. T. & Scaglione, A., Apr 26 2018, (Accepted/In press) In : IEEE Transactions on Signal Processing.

Research output: Contribution to journalArticle

Dynamic models
Convex optimization
Random processes
Computer simulation
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

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
6 Citations (Scopus)

LayBack: SDN Management of Multi-access Edge Computing (MEC) for Network Access Services and Radio Resource Sharing

Shantharama, P., Thyagaturu, A., Karakoc, N., Ferrari, L., Reisslein, M. & Scaglione, A., Jan 1 2018, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

Mathematical operators
Communication
Software defined networking
Fluids
Network layers
6 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)

Retail and Wholesale Electricity Pricing Considering Electric Vehicle Mobility

Alizadeh, M., Wai, H. T., Goldsmith, A. & Scaglione, A., Feb 24 2018, (Accepted/In press) In : IEEE Transactions on Control of Network Systems.

Research output: Contribution to journalArticle

Electric Vehicle
Electric vehicles
Electricity
Pricing
Operator

The Impact of Random Actions on Opinion Dynamics

Leshem, A. & Scaglione, A., Sep 1 2018, In : IEEE Transactions on Signal and Information Processing over Networks. 4, 3, p. 576-584 9 p., 8268532.

Research output: Contribution to journalArticle

Dynamic models
Topology
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
3 Citations (Scopus)

A Dynamic Multistage Stochastic Unit Commitment Formulation for Intraday Markets

Analui, B. & Scaglione, A., Nov 1 2017, (Accepted/In press) In : IEEE Transactions on Power Systems.

Research output: Contribution to journalArticle

Trees (mathematics)
Random processes
Decision making
Power markets
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
8 Citations (Scopus)

A metric-based validation process to assess the realism of synthetic power grids

Birchfield, A. B., Schweitzer, E., Athari, M. H., Xu, T., Overbye, T. J., Scaglione, A. & Wang, Z., Aug 1 2017, In : Energies. 10, 8, 1233.

Research output: Contribution to journalArticle

Power System
Innovation
Grid
Metric
Testing
9 Citations (Scopus)

Anomaly Detection Using Optimally-Placed μPMU Sensors in Distribution Grids

Jamei, M., Scaglione, A., Roberts, C., Stewart, E., Peisert, S., McParland, C. & McEachern, A., Oct 24 2017, (Accepted/In press) In : IEEE Transactions on Power Systems.

Research output: Contribution to journalArticle

Phasor measurement units
Sensors
Fusion reactions
Monitoring
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
2 Citations (Scopus)

Automated Generation Algorithm for Synthetic Medium Voltage Radial Distribution Systems

Schweitzer, E., Scaglione, A., Monti, A. & Pagani, G. A., Apr 12 2017, (Accepted/In press) In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Research output: Contribution to journalArticle

Electric potential
Automation
Cables
Testing
Monte Carlo simulation
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

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
12 Citations (Scopus)

Decentralized Frank-Wolfe Algorithm for Convex and Nonconvex Problems

Wai, H. T., Lafond, J., Scaglione, A. & Moulines, E., Nov 1 2017, In : IEEE Transactions on Automatic Control. 62, 11, p. 5522-5537 16 p., 7883821.

Research output: Contribution to journalArticle

Communication
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

Introduction to the Issue on Cooperative Signal Processing for Heterogeneous and Multi-Task Wireless Sensor Networks

Zoubir, A. M., Plata-Chaves, J., Palomar, D. P., Ribeiro, A. & Scaglione, A., Apr 1 2017, In : IEEE Journal on Selected Topics in Signal Processing. 11, 3, p. 447-449 3 p., 7895266.

Research output: Contribution to journalEditorial

Wireless sensor networks
Signal processing

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
8 Citations (Scopus)

Optimal pricing to manage electric vehicles in coupled power and transportation networks

Alizadeh, M., Wai, H. T., Chowdhury, M., Goldsmith, A., Scaglione, A. & Javidi, T., Dec 1 2017, In : IEEE Transactions on Control of Network Systems. 4, 4, p. 863-875 13 p., 2590259.

Research output: Contribution to journalArticle

Electric Vehicle
Transportation Networks
Electric vehicles
Pricing
Costs

Power grid network analysis for smart grid applications

Wang, Z., Scaglione, A. & Thomas, R. J., Jan 1 2017, Smart Grids: Clouds, Communications, Open Source, and Automation. CRC Press, p. 151-177 27 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

network analysis
Modernization
Electric network analysis
modernization
electricity
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