
F. Bullo,
F. Fagnani,
and B. Franci.
Finitetime Wisdom of Crowds and Naïve Learning.
IEEE Transactions on Network Science and Engineering,
January 2018.
Note: Submitted.
@Article{ fbffbf:17l,
author = {F. Bullo and F. Fagnani and B. Franci},
title = {Finitetime Wisdom of Crowds and Na\"ive Learning},
journal = tnse,
year = 2018,
month = jan,
note = {Submitted},
nokeywords = {Social Networks}
}

G. Chen,
X. Duan,
N. E. Friedkin,
and F. Bullo.
Social Power Dynamics over Switching and Stochastic Influence Networks.
IEEE Transactions on Automatic Control,
2018.
Note: To appear.
Keyword(s): Social Networks.
@Article{ gcxdneffb:16j,
author = {G. Chen and X. Duan and N. E. Friedkin and F. Bullo},
title = {Social Power Dynamics over Switching and Stochastic Influence Networks},
year = 2018,
journal = tac,
note = {To appear},
doi = {10.1109/TAC.2018.2822182},
keywords = {Social Networks},
pdf = {http://motion.me.ucsb.edu/pdf/2016jcdfb.pdf}
}

G. Chen,
X. Duan,
W. Mei,
and F. Bullo.
Linear Stochastic Approximation Algorithms and Group Consensus over Random Signed Networks.
IEEE Transactions on Automatic Control,
June 2018.
Note: To appear.
Keyword(s): Social Networks.
@Article{ gcxdneffb:17m,
author = {G. Chen and X. Duan and W. Mei and F. Bullo},
title = {Linear Stochastic Approximation Algorithms and Group Consensus over Random Signed Networks},
year = 2018,
journal = tac,
month = jun,
note = {To appear},
keywords = {Social Networks},
pdf = {http://motion.me.ucsb.edu/pdf/2017mcdmb.pdf},
doi = {10.1109/TAC.2018.2867257}
}

F. Dorfler,
J. W. SimpsonPorco,
and F. Bullo.
Electrical Networks and Algebraic Graph Theory: Models, Properties, and Applications.
Proceedings of the IEEE,
106(5):9771005,
2018.
@Article{ fdjwspfb:17k,
author = {F. Dorfler and J. W. SimpsonPorco and F. Bullo},
title = {Electrical Networks and Algebraic Graph Theory: {M}odels, Properties, and Applications},
journal = ieeep,
year = 2018,
volume = 106,
number = 5,
pages = {9771005},
doi = {10.1109/JPROC.2018.2821924},
pdf = {http://motion.me.ucsb.edu/pdf/2017kdsb.pdf}
}

X. Duan,
M. George,
and F. Bullo.
Markov Chains with Maximum Return Time Entropy for Robotic Surveillance.
IEEE Transactions on Automatic Control,
May 2018.
Note: Submitted.
@Article{ xdmgfb:17o,
author = {X. Duan and M. George and F. Bullo},
title = {Markov Chains with Maximum Return Time Entropy for Robotic Surveillance},
month = may,
year = 2018,
journal = tac,
oldnote = "Submitted. Available at \ {https://arxiv.org/abs/1803.07705}",
pdf = {https://arxiv.org/abs/1803.07705},
note = {Submitted}
}

M. George,
S. Jafarpour,
and F. Bullo.
Markov Chains with Maximum Entropy for Robotic Surveillance.
IEEE Transactions on Automatic Control,
May 2018.
Note: To appear.
@Article{ mgsjfb:17b,
author = {M. George and S. Jafarpour and F. Bullo},
title = {Markov Chains with Maximum Entropy for Robotic Surveillance},
journal = tac,
year = 2018,
month = may,
doi = {10.1109/TAC.2018.2844120},
note = {To appear},
pdf = {http://motion.me.ucsb.edu/pdf/2017bgjb.pdf}
}

S. Jafarpour and F. Bullo.
Synchronization of Kuramoto Oscillators via Cutset Projections.
IEEE Transactions on Automatic Control,
2018.
Note: To appear.
@Article{ sjfb:16h,
author = {S. Jafarpour and F. Bullo},
title = {Synchronization of {K}uramoto Oscillators via Cutset Projections},
journal = tac,
year = 2018,
note = {To appear},
doi = {10.1109/TAC.2018.2876786},
pdf = {http://motion.me.ucsb.edu/pdf/2016hjb.pdf}
}

S. Jafarpour,
E. Y. Huang,
and F. Bullo.
Synchronization of Kuramoto oscillators: Inverse Taylor Expansions.
SIAM Journal on Control and Optimization,
September 2018.
Note: Submitted.
@Article{ sjeyhfb:17q,
author = {S. Jafarpour and E. Y. Huang and F. Bullo},
title = {Synchronization of {K}uramoto oscillators: {I}nverse {T}aylor Expansions},
journal = sicon,
month = sep,
year = 2018,
note = {Submitted}
}

S. Jafarpour,
V. Purba,
S. V. Dhople,
B. Johnson,
and F. Bullo.
Smallsignal Stability of Gridtied Inverter Networks.
Automatica,
May 2018.
Note: Submitted.
@Article{ sjvpsvdbjfb:17j,
author = {S. Jafarpour and V. Purba and S. V. Dhople and B. Johnson and F. Bullo},
title = {Smallsignal Stability of Gridtied Inverter Networks},
year = 2018,
journal = automatica,
month = may,
note = {Submitted},
abtract = {This paper considers the smallsignal stability of electrical networks composed dominantly of threephase gridfollowing inverters. We identify a suitable timescale decomposition for the inverter dynamics and, using singular perturbation theory, we obtain an analytic sufficient condition for the smallsignal stability of the network. In contrast to the alternative of performing an eigenvalue analysis of the fullorder network dynamics, our analytic sufficient condition has the benefit of reducing computational complexity and yielding insights on the role of network topology and constitution as well as inverter filter and control parameters on smallsignal stability. Our numerical analysis for an inverter network with radial topology validates the approach and illustrates that, in a wide parametric regime, our analytic condition coincides with the exact stability threshold.}
}

W. Mei,
N. E. Friedkin,
K. Lewis,
and F. Bullo.
Dynamic Models of Appraisal Networks Explaining Collective Learning.
IEEE Transactions on Automatic Control,
63(9):28982912,
2018.
Keyword(s): Social Networks.
@Article{ wmnefklfb:16g,
author = {W. Mei and N. E. Friedkin and K. Lewis and F. Bullo},
title = {Dynamic Models of Appraisal Networks Explaining Collective Learning},
year = 2018,
journal = tac,
volume = 63,
number = 9,
pages = {28982912},
doi = {10.1109/TAC.2017.2775963},
keywords = {Social Networks},
pdf = {http://motion.me.ucsb.edu/pdf/2016gmflb.pdf}
}

J. R. Peters,
A. Surana,
and F. Bullo.
Robust Scheduling and Routing for Collaborative HumanUAV Surveillance Missions.
AIAA Journal of Aerospace Information Systems,
15(10):585603,
2018.
Keyword(s): Robotic Networks.
@Article{ jrpasfb:17d,
author = {J. R. Peters and A. Surana and F. Bullo},
title = {Robust Scheduling and Routing for Collaborative Human{UAV} Surveillance Missions},
journal = {AIAA Journal of Aerospace Information Systems},
volume = 15,
number = 10,
year = 2018,
pages = {585603},
doi = {10.2514/1.I010560},
keywords = {Robotic Networks}
}

V. Purba,
B. Johnson,
M. Rodriguez,
S. Jafarpour,
F. Bullo,
and S. V. Dhople.
Reducedorder Aggregate Model for Parallelconnected Singlephase Inverters.
IEEE Transactions on Energy Conversion,
January 2018.
Note: To appear.
@Article{ vpbjmrsjfbsvd:18a,
author = {V. Purba and B. Johnson and M. Rodriguez and S. Jafarpour and F. Bullo and S. V. Dhople},
title = {Reducedorder Aggregate Model for Parallelconnected Singlephase Inverters},
year = 2018,
month = jan,
journal = "IEEE Transactions on Energy Conversion",
note = {To appear}
}

M. Todescato,
J. W. SimpsonPorco,
F. Dörfler,
R. Carli,
and F. Bullo.
Online Distributed Voltage Stress Minimization by Optimal Feedback Reactive Power Control.
IEEE Transactions on Control of Network Systems,
5(3):14671478,
2018.
Keyword(s): Power Networks.
@Article{ mtjwspfdrcfb:16a,
author = {M. Todescato and J. W. SimpsonPorco and F. D\"orfler and R. Carli and F. Bullo},
title = {Online Distributed Voltage Stress Minimization by Optimal Feedback Reactive Power Control},
journal = tcns,
year = 2018,
volume = 5,
number = 3,
pages = {14671478},
pdf = {http://motion.me.ucsb.edu/pdf/2016atsdcb.pdf},
keywords = {Power Networks},
doi = {10.1109/TCNS.2017.2722818}
}

X. Wang,
G. Chen,
and F. Bullo.
Distributed Stochastic Subgradient Descent for Support Vector Machines.
IEEE Transactions on Automatic Control,
2018.
Note: Submitted.
@Article{ xwgcfb:18k,
author = {X. Wang and G. Chen and F. Bullo},
title = {Distributed Stochastic Subgradient Descent for Support Vector Machines},
journal = tac,
year = 2018,
note = {Submitted}
}

F. Bullo and N. E. Friedkin.
Perspectives on Network Systems and Mathematical Sociology.
In T. Basar, editor, Uncertainty in Complex Networked Systems: In Honor of Roberto Tempo.
bh,
2018.
Note: To appear.
@InCollection{ fbnef:18g,
author = {F. Bullo and N. E. Friedkin},
title = {Perspectives on Network Systems and Mathematical Sociology},
booktitle = {Uncertainty in Complex Networked Systems: In Honor of Roberto Tempo},
publisher = bh,
year = 2018,
editor = {T. Ba{\c s}ar},
note = {To appear},
pdf = {http://motion.me.ucsb.edu/pdf/2018gbf.pdf}
}

C. Bean.
Virtual Oscillator Controlled Inverters in a Microgrid Setting with Secondary Control and Energy Storage.
Master's thesis,
Department of Electrical and Computer Engineering, University of California at Santa Barbara,
June 2018.
Keyword(s): Power Networks.
@MastersThesis{ cb:18,
author = {C. Bean},
title = {Virtual Oscillator Controlled Inverters in a Microgrid Setting with Secondary Control and Energy Storage},
school = {Department of Electrical and Computer Engineering, University of California at Santa Barbara},
year = 2018,
month = jun,
keywords = {Power Networks}
}

S. Wang.
High Entropy Stochastic Paths with Finite Cover Times for Robotic Surveillance.
Master's thesis,
Department of Mechanical Engineering, University of California at Santa Barbara,
June 2018.
Keyword(s): Robotic Networks.
@MastersThesis{ sw:18,
author = {S. Wang},
title = {High Entropy Stochastic Paths with Finite Cover Times for Robotic Surveillance},
school = {Department of Mechanical Engineering, University of California at Santa Barbara},
year = 2018,
month = jun,
keywords = {Robotic Networks}
}

F. Bullo.
Getting It Write: Tips for Effective Communication (President's Message).
IEEE Control Systems,
2018.
@Misc{ fb:oct18,
author = {F. Bullo},
title = {Getting It Write: Tips for Effective Communication (President's Message)},
howpublished = csm,
year = 2018,
volume = 38,
number = 5,
pages = {89},
doi = {10.1109/MCS.2018.2851001}
}

F. Bullo.
Nurturing Diversity and Reducing Implicit Evaluation Bias (President's Message).
IEEE Control Systems,
2018.
@Misc{ fb:aug18,
author = {F. Bullo},
title = {Nurturing Diversity and Reducing Implicit Evaluation Bias (President's Message)},
howpublished = csm,
year = 2018,
volume = 38,
number = 4,
pages = {813},
doi = {10.1109/MCS.2018.2830018}
}

F. Bullo.
On the Developing World of Copyrights (President's Message).
IEEE Control Systems,
2018.
@Misc{ fb:apr18,
author = {F. Bullo},
title = {On the Developing World of Copyrights (President's Message)},
howpublished = csm,
year = 2018,
volume = 38,
number = 2,
pages = {910},
doi = {10.1109/MCS.2017.2786439}
}

F. Bullo.
On the Tools of Our Trade (President's Message).
IEEE Control Systems,
2018.
@Misc{ fb:jun18,
author = {F. Bullo},
title = {On the Tools of Our Trade (President's Message)},
howpublished = csm,
year = 2018,
volume = 38,
number = 3,
pages = {911},
doi = {10.1109/MCS.2018.2810482}
}

F. Bullo.
The Visible Values of Volunteering in the Hidden Technology World (President's Message).
IEEE Control Systems,
2018.
@Misc{ fb:feb18,
author = {F. Bullo},
title = {The Visible Values of Volunteering in the Hidden Technology World (President's Message)},
howpublished = csm,
year = 2018,
volume = 38,
number = 1,
pages = {910},
doi = {10.1109/MCS.2017.2766302}
}

E. Y. Huang,
S. Jafarpour,
and F. Bullo.
Synchronization of Coupled Oscillators: The Taylor Expansion of the Inverse Kuramoto Map,
2018.
Note: Extended version including proofs.
@Misc{ eyhsjfb:18darxiv,
author = {E. Y. Huang and S. Jafarpour and F. Bullo},
title = {Synchronization of Coupled Oscillators: The {T}aylor Expansion of the Inverse {K}uramoto Map},
year = 2018,
note = {{E}xtended version including proofs.}
}