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Research Output 2001 2019

  • 1285 Citations
  • 18 h-Index
  • 45 Conference contribution
  • 22 Article
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Conference contribution
2019

On the Induction of Cascading Failures in Transportation Networks

Kearney, G. & Fardad, M., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1821-1826 6 p. 8619519. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Cascading Failure
Transportation Networks
Proof by induction
Traffic Network
Cell
1 Citation (Scopus)

Reinforced adversarial attacks on deep neural networks using ADMM

Zhao, P., Xu, K., Zhang, T., Fardad, M., Wang, Y. & Lin, X., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1169-1173 5 p. 8646651. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Distillation
Deep neural networks
Deep learning
2018

A systematic DNN weight pruning framework using alternating direction method of multipliers

Zhang, T., Ye, S., Zhang, K., Tang, J., Wen, W., Fardad, M. & Wang, Y., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer Verlag, p. 191-207 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11212 LNCS).

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

Method of multipliers
Alternating Direction Method
Pruning
Neural Networks
Nonconvex Optimization
2016
3 Citations (Scopus)

On a framework for analysis and design of cascades on Boolean networks

Kearney, G. & Fardad, M., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 997-1002 6 p. 7798398

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

Boolean Networks
Cascade
Directed graphs
Vertex of a graph
Polynomials

On consensus-based community detection

Fardad, M., Feb 8 2016, Proceedings of the IEEE Conference on Decision and Control. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-February. p. 1577-1582 6 p. 7402435

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

Community Detection
Vertex of a graph
Convex Relaxation
Semidefinite Program
Weighted Average
1 Citation (Scopus)

On optimal sensor collaboration for distributed estimation with individual power constraints

Liu, S., Kar, S., Fardad, M. & Varshney, P. K., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 571-575 5 p. 7421194

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

Sensors
Fusion reactions
Topology
4 Citations (Scopus)

Optimal energy allocation and storage control for distributed estimation with sensor collaboration

Liu, S., Wang, Y., Fardad, M. & Varshney, P. K., Apr 26 2016, 2016 50th Annual Conference on Information Systems and Sciences, CISS 2016. Institute of Electrical and Electronics Engineers Inc., p. 42-47 6 p. 7460474

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

Energy harvesting
Sensors
Law enforcement
Energy storage
Wireless sensor networks
2015

Energy and cost minimization of bidirectional frequency regulation service by EV following FERC order 755

Mojdehi, M. N., Ghosh, P. K. & Fardad, M., Sep 30 2015, IEEE Power and Energy Society General Meeting. IEEE Computer Society, Vol. 2015-September. 7285982

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

Electric vehicles
Costs
Cost functions
Linear programming
Degradation
5 Citations (Scopus)

On the optimality of sparse long-range links in circulant consensus networks

Fardad, M., Jul 28 2015, Proceedings of the American Control Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 2075-2080 6 p. 7171039

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

Telecommunication links
Small-world networks
Directed graphs
Network architecture
Topology
5 Citations (Scopus)

Sensor selection with correlated measurements for target tracking in wireless sensor networks

Liu, S., Masazade, E., Fardad, M. & Varshney, P. K., 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. 4030-4034 5 p. 7178728

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

Target tracking
Wireless sensor networks
Sensors
Fisher information matrix
Linearization
5 Citations (Scopus)

Sparsity-promoting sensor management for estimation: An energy balance point of view

Liu, S., Chen, F., Vempaty, A., Fardad, M., Shen, L. & Varshney, P. K., Sep 14 2015, 2015 18th International Conference on Information Fusion, Fusion 2015. Institute of Electrical and Electronics Engineers Inc., p. 231-238 8 p. 7266567

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

Energy balance
Sensors
Scheduling algorithms
Parameter estimation
2 Citations (Scopus)

Vulnerability analysis of large-scale dynamical networks to coordinated attacks

Pushpak, S., Diwadkar, A., Fardad, M. & Vaidya, U., Dec 16 2015, Proceedings of 2014 Australian Control Conference, AUCC 2014. Institute of Electrical and Electronics Engineers Inc., p. 89-94 6 p. 7358710

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

Network components
Linear systems
2014
8 Citations (Scopus)

On optimal link creation for facilitation of consensus in social networks

Fardad, M., Lin, F. & Jovanovic, M. R., 2014, Proceedings of the American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 3790-3795 6 p. 6859126

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

Small-world networks
5 Citations (Scopus)

On optimal sensor collaboration topologies for linear coherent estimation

Liu, S., Fardad, M., Kar, S. & Varshney, P. K., 2014, IEEE International Symposium on Information Theory - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2624-2628 5 p. 6875309

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

Topology
Sensor
Sensors
Distributed Estimation
Fusion
30 Citations (Scopus)

On the design of optimal structured and sparse feedback gains via sequential convex programming

Fardad, M. & Jovanović, M. R., 2014, Proceedings of the American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 2426-2431 6 p. 6859120

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

Convex optimization
Feedback
Linearization
18 Citations (Scopus)

Sparsity-aware field estimation via ordinary Kriging

Liu, S., Masazade, E., Fardad, M. & Varshney, P. K., 2014, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3948-3952 5 p. 6854342

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

Sensors
Combinatorial optimization
Wireless sensor networks
2013
7 Citations (Scopus)

On new characterizations of social influence in social networks

Fardad, M., Lin, F., Zhang, X. & Jovanovic, M. R., 2013, Proceedings of the American Control Conference. p. 4777-4782 6 p. 6580577

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

2 Citations (Scopus)

On optimal periodic sensor scheduling for field estimation in wireless sensor networks

Liu, S., Fardad, M., Masazade, E. & Varshney, P. K., 2013, 2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings. p. 137-140 4 p. 6736834

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

Wireless sensor networks
Scheduling
Sensors
5 Citations (Scopus)

On optimal sensor placement for mitigation of vulnerabilities to cyber attacks in large-scale networks

Vaidya, U. & Fardad, M., 2013, 2013 European Control Conference, ECC 2013. p. 3548-3553 6 p. 6669723

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

Convex optimization
Sensors
Observability
Controllability
Dynamical systems
2012
15 Citations (Scopus)

Identification of sparse communication graphs in consensus networks

Lin, F., Fardad, M. & Jovanovic, M. R., 2012, 2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012. p. 85-89 5 p. 6483203

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

Controllers
Telecommunication links
Communication
Amplification
Topology
12 Citations (Scopus)

On identifying sparse representations of consensus networks

Dhingra, N., Lin, F., Fardad, M. & Jovanović, M. R., 2012, IFAC Proceedings Volumes (IFAC-PapersOnline). p. 305-310 6 p.

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

Topology
13 Citations (Scopus)

On the optimal dissemination of information in social networks

Fardad, M., Zhang, X., Lin, F. & Jovanovic, M. R., 2012, Proceedings of the IEEE Conference on Decision and Control. p. 2539-2544 6 p. 6426070

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

Social Networks
Method of multipliers
Social Influence
Alternating Direction Method
Optimal Location
7 Citations (Scopus)

On the optimal synchronization of oscillator networks via sparse interconnection graphs

Fardad, M., Lin, F. & Jovanovic, M. R., 2012, Proceedings of the American Control Conference. p. 4777-4782 6 p. 6315116

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

Synchronization
Communication
Optimal design
7 Citations (Scopus)

Performance of leader-follower networks in directed trees and lattices

Lin, F., Fardad, M. & Jovanovic, M. R., 2012, Proceedings of the IEEE Conference on Decision and Control. p. 734-739 6 p. 6425879

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

Vertex of a graph
Disturbance
Laplacian Matrix
Amplification
Transfer functions
32 Citations (Scopus)

Sparse feedback synthesis via the alternating direction method of multipliers

Lin, F., Fardad, M. & Jovanovic, M. R., 2012, Proceedings of the American Control Conference. p. 4765-4770 6 p. 6315694

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

Feedback
Controllers
Telecommunication links
2011
29 Citations (Scopus)

Algorithms for leader selection in large dynamical networks: Noise-free leaders

Fardad, M., Lin, F. & Jovanovic, M. R., 2011, Proceedings of the IEEE Conference on Decision and Control. p. 7188-7193 6 p. 6161482

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

Trajectories
Electrical Networks
Semidefinite Program
Assign
Trajectory
44 Citations (Scopus)

Algorithms for leader selection in large dynamical networks: Noise-corrupted leaders

Lin, F., Fardad, M. & Jovanovic, M. R., 2011, Proceedings of the IEEE Conference on Decision and Control. p. 2932-2937 6 p. 6161507

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

Method of multipliers
Convex Relaxation
Alternating Direction Method
Global Minimum
Greedy Algorithm
73 Citations (Scopus)

Sparsity-promoting optimal control for a class of distributed systems

Fardad, M., Lin, F. & Jovanović, M. R., 2011, Proceedings of the American Control Conference. p. 2050-2055 6 p. 5991020

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

Telecommunication links
Communication
Combinatorial optimization
Topology
Controllers
2010

Investigation of POD bases for flow control on disk wakes

Berger, Z., Bigger, R., Fardad, M., Higuch, H., Glauser, M. N. & Orbaker, A. J., 2010, American Society of Mechanical Engineers, Fluids Engineering Division (Publication) FEDSM. PARTS A, B AND C ed. Vol. 1. p. 1109-1116 8 p.

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

Flow control
Velocity measurement
Linearization
Flow fields
Reynolds number
4 Citations (Scopus)

On the dual decomposition of linear quadratic optimal control problems for vehicular formations

Fardad, M., Lin, F. & Jovanović, M. R., 2010, Proceedings of the IEEE Conference on Decision and Control. p. 6287-6292 6 p. 5717487

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

Optimal Control Problem
Decomposition
Decompose
Augmented Lagrangian Method
Dual Method
3 Citations (Scopus)

On the optimal localized feedback design for multi-vehicle systems

Lin, F., Fardad, M. & Jovanović, M. R., 2010, Proceedings of the IEEE Conference on Decision and Control. p. 5744-5749 6 p. 5718163

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

Feedback
Performance Measures
Quantify
Closed loop systems
Topology

On the optimal localized feedback design for vehicular platoons

Lin, F., Fardad, M. & Jovanović, M. R., 2010, Proceedings of the 2010 American Control Conference, ACC 2010. p. 4622-4627 6 p. 5531056

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

Feedback
Newton-Raphson method
2009
5 Citations (Scopus)

Damping mechanisms in dynamic mode atomic force microscopy applications

Fardad, M., Jovanović, M. R. & Salapaka, M. V., 2009, Proceedings of the American Control Conference. p. 2272-2277 6 p. 5160084

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

Atomic force microscopy
Damping
Cantilever beams
Transfer functions
Fluids
32 Citations (Scopus)

On the optimal design of structured feedback gains for interconnected systems

Fardad, M., Lin, F. & Jovanović, M. R., 2009, Proceedings of the IEEE Conference on Decision and Control. p. 978-983 6 p. 5400341

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

Interconnected Systems
Large scale systems
Feedback
Controller
Controllers

Synthesis of H2 optimal static structured controllers: Primal and dual formulations

Lin, F., Fardad, M. & Jovanovic, M. R., 2009, 2009 47th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2009. p. 340-346 7 p. 5394784

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

Large scale systems
Feedback
Controllers
subsystem
lack
4 Citations (Scopus)

The operator algebra of almost toeplitz matrices and the optimal control of large-scale systems

Fardad, M., 2009, Proceedings of the American Control Conference. p. 854-859 6 p. 5160148

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

Algebra
Mathematical operators
Large scale systems
Riccati equations
2008
7 Citations (Scopus)

On the state-space design of optimal controllers for distributed systems with finite communication speed

Fardad, M. & Jovanović, M. R., 2008, Proceedings of the IEEE Conference on Decision and Control. p. 5488-5493 6 p. 4739424

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

Distributed Systems
State Space
Controller
Lyapunov Equation
Controllers

Perturbation analysis of eigenvalues of a class of self-adjoint operators

Moarref, R., Fardad, M. & Jovanović, M. R., 2008, Proceedings of the American Control Conference. p. 955-960 6 p. 4586615

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

Spectrum analysis
Computational complexity
2007
7 Citations (Scopus)

Connection between almost everywhere stability of an ODE and advection PDE

Rajaram, R., Vaidya, U. & Fardad, M., 2007, Proceedings of the IEEE Conference on Decision and Control. p. 5880-5885 6 p. 4434827

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

Advection
Partial differential equations
Linear systems
Dynamical systems
2006

On stability and the spectrum determined growth condition for spatially periodic systems

Fardad, M. & Bamieh, B., 2006, Proceedings of the IEEE Conference on Decision and Control. p. 3956-3961 6 p. 4177408

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

Time varying systems
Asymptotic stability
2005
7 Citations (Scopus)

A perturbation approach to the H 2 analysis of spatially periodic systems

Fardad, M. & Bamieh, B., 2005, Proceedings of the American Control Conference. Vol. 7. p. 4838-4843 6 p. FrC09.2

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

Time varying systems
Linear systems
1 Citation (Scopus)

The Nyquist stability criterion for a class of spatially periodic systems

Fardad, M. & Bamieh, B., 2005, Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05. Vol. 2005. p. 5275-5280 6 p. 1583000

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

Time varying systems
Stability criteria
Asymptotic stability
2004
6 Citations (Scopus)

A frequency domain analysis and synthesis of the passivity of sampled-data systems

Fardad, M. & Bamieh, B., 2004, Proceedings of the IEEE Conference on Decision and Control. Vol. 3. p. 2358-2363 6 p. WeC02.5

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

Frequency domain analysis
Closed loop systems
Frequency response
Mathematical operators
Controllers
4 Citations (Scopus)

A perturbation analysis of parametric resonance and periodic control in spatially distributed systems

Fardad, M. & Bamieh, B., 2004, Proceedings of the IEEE Conference on Decision and Control. Vol. 4. p. 3786-3791 6 p. ThC04.5

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

2001
7 Citations (Scopus)

A framework for destabilization of dynamical systems and mixing enhancement

Bamieh, B., Mezic, I. & Fardad, M., 2001, Proceedings of the IEEE Conference on Decision and Control. Vol. 5. p. 4980-4983 4 p.

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

Dynamical systems
Nonlinear dynamical systems
Controllers
Linearization
Feedback control