• 1390 Citations
  • 18 h-Index
20012019

Research output per year

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Research Output

  • 1390 Citations
  • 18 h-Index
  • 42 Conference contribution
  • 23 Article
  • 5 Conference article
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Article
2018

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

9 Scopus citations
2017

On Optimality of Sparse Long-Range Links in Circulant Consensus Networks

Fardad, M., Aug 1 2017, In : IEEE Transactions on Automatic Control. 62, 8, p. 4050-4057 8 p., 7604112.

Research output: Contribution to journalArticle

2016

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

13 Scopus citations

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

58 Scopus citations

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

9 Scopus citations
2015

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

29 Scopus citations
2014

Algorithms for leader selection in stochastically forced consensus networks

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

Research output: Contribution to journalArticle

85 Scopus citations

Design of optimal sparse interconnection graphs for synchronization of oscillator networks

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

Research output: Contribution to journalArticle

60 Scopus citations

Energy-aware sensor selection in field reconstruction

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

Research output: Contribution to journalArticle

25 Scopus citations

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

4 Scopus citations

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

5 Scopus citations

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

57 Scopus citations
2013

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

Lin, F., Fardad, M. & Jovanovic, M. R., Aug 30 2013, In : IEEE Transactions on Automatic Control. 58, 9, p. 2426-2431 6 p., 6497509.

Research output: Contribution to journalArticle

226 Scopus citations
2012

Optimal control of vehicular formations with nearest neighbor interactions

Lin, F., Fardad, M. & Jovanović, M. R., Jul 4 2012, In : IEEE Transactions on Automatic Control. 57, 9, p. 2203-2218 16 p., 6112659.

Research output: Contribution to journalArticle

114 Scopus citations

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

Masazade, E., Fardad, M. & Varshney, P. K., Oct 29 2012, In : IEEE Signal Processing Letters. 19, 12, p. 845-848 4 p., 6310013.

Research output: Contribution to journalArticle

51 Scopus citations
2011

Augmented lagrangian approach to design of structured optimal state feedback gains

Lin, F., Fardad, M. & Jovanovic, M. R., Dec 1 2011, In : IEEE Transactions on Automatic Control. 56, 12, p. 2923-2929 7 p., 5893917.

Research output: Contribution to journalArticle

106 Scopus citations

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

Fardad, M. & Jovanović, M. R., May 1 2011, In : Automatica. 47, 5, p. 880-889 10 p.

Research output: Contribution to journalArticle

15 Scopus citations
2010

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

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

Research output: Contribution to journalArticle

28 Scopus citations
2009

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

Fardad, M. & Bamieh, B., Apr 6 2009, In : IEEE Transactions on Automatic Control. 54, 3, p. 611-614 4 p.

Research output: Contribution to journalArticle

9 Scopus citations
2008

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

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

Research output: Contribution to journalArticle

7 Scopus citations

Frequency analysis and norms of distributed spatially periodic systems

Fardad, M., Jovanovic, M. R. & Bamieh, B., Nov 27 2008, In : IEEE Transactions on Automatic Control. 53, 10, p. 2266-2279 14 p.

Research output: Contribution to journalArticle

18 Scopus citations

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

Jovanović, M. R. & Fardad, M., Aug 1 2008, In : Automatica. 44, 8, p. 2090-2098 9 p.

Research output: Contribution to journalArticle

12 Scopus citations

Perturbation methods in stability and norm analysis of spatially periodic systems

Fardad, M. & Bamieh, B., Nov 12 2008, In : SIAM Journal on Control and Optimization. 47, 2, p. 997-1021 25 p.

Research output: Contribution to journalArticle

8 Scopus citations