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Research Output 2001 2019

  • 1274 Citations
  • 18 h-Index
  • 45 Conference contribution
  • 22 Article
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Article
2018
3 Citations (Scopus)

A Memristor-Based Optimization Framework for Artificial Intelligence Applications

Liu, S., Wang, Y., Fardad, M. & Varshney, P. K., Jan 1 2018, In : IEEE Circuits and Systems Magazine. 18, 1, p. 29-44 16 p., 8288635.

Research output: Contribution to journalArticle

Memristors
Artificial intelligence
Linear equations
Learning systems
Quadratic programming
2016
10 Citations (Scopus)

Optimized Sensor Collaboration for Estimation of Temporally Correlated Parameters

Liu, S., Kar, S., Fardad, M. & Varshney, P. K., Dec 15 2016, In : IEEE Transactions on Signal Processing. 64, 24, p. 6613-6626 14 p., 7572989.

Research output: Contribution to journalArticle

Sensors
Computational efficiency
Sensor networks
Fusion reactions
44 Citations (Scopus)

Sensor selection for estimation with correlated measurement noise

Liu, S., Chepuri, S. P., Fardad, M., Masazade, E., Leus, G. & Varshney, P. K., Jul 1 2016, In : IEEE Transactions on Signal Processing. 64, 13, p. 3509-3522 14 p., 7446349.

Research output: Contribution to journalArticle

Sensors
Fisher information matrix
Parameter estimation
Error analysis
Chemical activation
7 Citations (Scopus)

Technical and economical evaluation of reactive power service from aggregated EVs

Mojdehi, M. N., Fardad, M. & Ghosh, P. K., Apr 1 2016, In : Electric Power Systems Research. 133, p. 132-141 10 p.

Research output: Contribution to journalArticle

Electric vehicles
Reactive power
Degradation
Operating costs
Costs
2015
25 Citations (Scopus)

Sparsity-aware sensor collaboration for linear coherent estimation

Liu, S., Kar, S., Fardad, M. & Varshney, P. K., May 15 2015, In : IEEE Transactions on Signal Processing. 63, 10, p. 2582-2596 15 p., 7060716.

Research output: Contribution to journalArticle

Sensors
Costs
Fusion reactions
Experiments
2014
80 Citations (Scopus)

Algorithms for leader selection in stochastically forced consensus networks

Lin, F., Fardad, M. & Jovanovic, M. R., 2014, In : IEEE Transactions on Automatic Control. 59, 7, p. 1789-1802 14 p., 6780618.

Research output: Contribution to journalArticle

Sensor networks
Trajectories
54 Citations (Scopus)

Design of optimal sparse interconnection graphs for synchronization of oscillator networks

Fardad, M., Lin, F. & Jovanovic, M. R., 2014, In : IEEE Transactions on Automatic Control. 59, 9, p. 2457-2462 6 p., 6716960.

Research output: Contribution to journalArticle

Synchronization
Electric potential
Optimal design
23 Citations (Scopus)

Energy-aware sensor selection in field reconstruction

Liu, S., Vempaty, A., Fardad, M., Masazade, E. & Varshney, P. K., 2014, In : IEEE Signal Processing Letters. 21, 12, p. 1476-1480 5 p., 6867304.

Research output: Contribution to journalArticle

Sensor
Sensors
Energy
Method of multipliers
Proximal Methods
4 Citations (Scopus)

On optimal link removals for controllability degradation in dynamical networks

Fardad, M., Diwadkar, A. & Vaidya, U., 2014, In : Unknown Journal. 2015-February, February, p. 499-504 6 p., 7039430.

Research output: Contribution to journalArticle

controllability
Controllability
attack
Degradation
Attack
5 Citations (Scopus)

On the properties of optimal weak links in consensus networks

Fardad, M., Zhang, X., Lin, F. & Jovanovic, M. R., 2014, In : Unknown Journal. 2015-February, February, p. 2124-2129 6 p., 7039712.

Research output: Contribution to journalArticle

Experiments
Weighted Average
Perturbation Method
Linear Program
casts
52 Citations (Scopus)

Optimal periodic sensor scheduling in networks of dynamical systems

Liu, S., Fardad, M., Varshney, P. K. & Masazade, E., Jun 15 2014, In : IEEE Transactions on Signal Processing. 62, 12, p. 3055-3068 14 p., 6805223.

Research output: Contribution to journalArticle

Dynamical systems
Scheduling
Sensors
Scheduling algorithms
Chemical activation
2013
205 Citations (Scopus)

Design of optimal sparse feedback gains via the alternating direction method of multipliers

Lin, F., Fardad, M. & Jovanovic, M. R., 2013, In : IEEE Transactions on Automatic Control. 58, 9, p. 2426-2431 6 p., 6497509.

Research output: Contribution to journalArticle

Feedback
Controllers
Telecommunication links
Amplification
2012
105 Citations (Scopus)

Optimal control of vehicular formations with nearest neighbor interactions

Lin, F., Fardad, M. & Jovanović, M. R., 2012, In : IEEE Transactions on Automatic Control. 57, 9, p. 2203-2218 16 p., 6112659.

Research output: Contribution to journalArticle

Controllers
Feedback
Information use
Newton-Raphson method
47 Citations (Scopus)

Sparsity-promoting extended kalman filtering for target tracking in wireless sensor networks

Masazade, E., Fardad, M. & Varshney, P. K., 2012, In : IEEE Signal Processing Letters. 19, 12, p. 845-848 4 p., 6310013.

Research output: Contribution to journalArticle

Extended Kalman Filtering
Target Tracking
Target tracking
Sparsity
Wireless Sensor Networks
2011
98 Citations (Scopus)

Augmented lagrangian approach to design of structured optimal state feedback gains

Lin, F., Fardad, M. & Jovanovic, M. R., Dec 2011, In : IEEE Transactions on Automatic Control. 56, 12, p. 2923-2929 7 p., 5893917.

Research output: Contribution to journalArticle

State feedback
Controllers
Lagrange multipliers
Feedback
Communication
15 Citations (Scopus)

Design of optimal controllers for spatially invariant systems with finite communication speed

Fardad, M. & Jovanović, M. R., May 2011, In : Automatica. 47, 5, p. 880-889 10 p.

Research output: Contribution to journalArticle

Controllers
Impulse response
Communication
2010
25 Citations (Scopus)

Stability in the almost everywhere sense: A linear transfer operator approach

Rajaram, R., Vaidya, U., Fardad, M. & Ganapathysubramanian, B., Aug 2010, In : Journal of Mathematical Analysis and Applications. 368, 1, p. 144-156 13 p.

Research output: Contribution to journalArticle

Transfer Operator
Nonnegative Solution
Lyapunov
Linear Operator
Ordinary differential equation
2009
9 Citations (Scopus)

A necessary and sufficient frequency domain criterion for the passivity of SISO sampled-data systems

Fardad, M. & Bamieh, B., 2009, In : IEEE Transactions on Automatic Control. 54, 3, p. 611-614 4 p.

Research output: Contribution to journalArticle

Closed loop systems
Frequency response
Transfer functions
Mathematical operators
Sampling
2008
7 Citations (Scopus)

An extension of the argument principle and nyquist criterion to a class of systems with unbounded

Fardad, M. & Bamieh, B., Jan 2008, In : IEEE Transactions on Automatic Control. 53, 1, p. 379-384 6 p.

Research output: Contribution to journalArticle

Stability criteria
18 Citations (Scopus)

Frequency analysis and norms of distributed spatially periodic systems

Fardad, M., Jovanovic, M. R. & Bamieh, B., 2008, In : IEEE Transactions on Automatic Control. 53, 10, p. 2266-2279 14 p.

Research output: Contribution to journalArticle

Time varying systems
Frequency response
Mathematical operators
Physics
Feedback
10 Citations (Scopus)

H2 norm of linear time-periodic systems: A perturbation analysis

Jovanović, M. R. & Fardad, M., Aug 2008, In : Automatica. 44, 8, p. 2090-2098 9 p.

Research output: Contribution to journalArticle

Time varying systems
8 Citations (Scopus)

Perturbation methods in stability and norm analysis of spatially periodic systems

Fardad, M. & Bamieh, B., 2008, In : SIAM Journal on Control and Optimization. 47, 2, p. 997-1021 25 p.

Research output: Contribution to journalArticle

Periodic Coefficients
Time varying systems
Periodic Systems
Perturbation Method
Norm