% Thesis
@PHDTHESIS{shuman_thesis,
author = {{D. I Shuman}},
title = {From Sleeping to Stockpiling: Energy Conservation via Stochastic Scheduling in Wireless Networks},
school = {University of Michigan, Ann Arbor},
year = {2010},
}
% Sleep Scheduling
@INPROCEEDINGS{shuman_optimal_Asilomar_2006,
author = {D. Shuman and M. Liu},
title = {Optimal Sleep Scheduling for a Wireless Sensor Network Node},
booktitle = {Proc. Asilomar Conf. Signals, Syst., Comput.},
address = {Pacific Grove, CA},
pages = {1337-1341},
month = {Oct.},
year = {2006},
}
@TECHREPORT{shuman_optimal_Tech_2006,
author = {D. Shuman and M. Liu},
title = {Optimal Sleep Scheduling for a Wireless Sensor Network Node},
type = {{EECS Tech. Rep. CSPL 377}},
institution = {University of Michigan},
address = {Ann Arbor},
year = {2006},
}
% Stockpiling / Opportunistic Scheduling with Deadline Constraints
@ARTICLE{shuman_energy_TIT_2011,
author = {{D. I Shuman} and M. Liu and O.Q. Wu},
title = {Energy-Efficient Transmission Scheduling with Strict Underflow Constraints},
journal = {IEEE Trans. Inf. Theory},
volume = {57},
number = {3},
pages = {1344-1367},
month = {Mar.},
year = {2011},
}
@INCOLLECTION{shuman_opportunistic_Springer_2010,
author = {{D. I Shuman} and M. Liu},
title = {Opportunistic Scheduling with Deadline Constraints in Wireless Networks},
booktitle = {Performance Models and Risk Management in Communication Systems},
publisher = {Springer},
editor = {N. Gulpinar and P. Harrison and B. Rustem},
pages = {127-155},
year = {2010},
}
@TECHREPORT{shuman_energy_Tech_2010,
author = {{D. I Shuman} and M. Liu and O. Q. Wu},
title = {Energy-Efficient Transmission Scheduling with Strict Underflow Constraints},
type = {{EECS Tech. Rep. CGR 10-01}},
institution = {University of Michigan},
address = {Ann Arbor},
year = {2010},
}
@INPROCEEDINGS{shuman_energy_WiOpt_2008,
author = {D. Shuman and M. Liu},
title = {{Energy-efficient transmission scheduling for wireless media streaming with strict underflow constraints}},
booktitle = {Proc. Intl. Symp. Model. Optim. in Mobile, Ad Hoc, Wirel. Netw. },
address = {Berlin, Germany},
pages = {354-359},
month = {Apr.},
year = {2008},
}
% Soil Moisture Sensing
@ARTICLE{shuman_measurement_Proc_IEEE_2010,
author = {{D. I Shuman} and A. Nayyar and A. Mahajan and Y. Goykhman and K. Li and M. Liu and D. Teneketzis and M. Moghaddam and D. Entekhabi},
title = {Measurement scheduling for soil moisture sensing: {F}rom physical models to optimal control},
journal = {Proc. {IEEE}},
volume = {98},
number = {11},
pages = {1917-1933},
month = {Nov.},
year = {2010},
}
@ARTICLE{moghaddam_wireless_JSTARS_2010,
author = {M. Moghaddam and D. Entekhabi and Y. Goykhman and K. Li and M. Liu and A. Mahajan and A. Nayyar and D. Shuman and D. Teneketzis},
title = {A wireless soil moisture smart sensor web using physics-based optimal control: {C}oncept and initial demonstrations},
journal = {{IEEE} J. Special Top. Appl. Earth Observations Remote Sens.},
volume = {3},
number = {4},
pages = {522-535},
month = {Dec.},
year = {2010},
}
@INPROCEEDINGS{moghaddam_soil_IGARSS_2008,
author = {M. Moghaddam and D. Entekhabi and Y. Goykhman and M. Liu and A. Mahajan and A. Nayyar and D. Shuman and D. Teneketzis},
title = {A Soil Moisture Smart Sensor Web Using Data Assimilation and Optimal Control: {F}ormulation and First Laboratory Demonstration},
booktitle = {Proc. {IEEE} Intl. Geosci. Remote Sens. Symp.},
volume = {5},
pages = {140-143},
address = {Boston, MA},
month = {Jul.},
year = {2008},
}
@INPROCEEDINGS{moghaddam_initial_ESTC_2008,
author = {M. Moghaddam and D. Entekhabi and L. Farhadi and Y. Goykhman and M. Liu and A. Mahajan and A. Nayyar and D. Shuman and D. Teneketzis},
title = {Initial Analyses and Demonstration of a Soil Moisture Smart Sensor Web},
booktitle = {Proc. Earth Sci. Technol. Conf.},
address = {East Adelphi, MD},
month = {Jun.},
year = {2008},
}
% Clock Synchronization
@INPROCEEDINGS{shuman_dynamic_CDC_2009,
author = {{D. I Shuman} and M. Liu},
title = {Dynamic Clock Calibration via Temperature Measurement},
booktitle = {Proc. {IEEE} Conf. Decis. Control},
address = {Shanghai, China},
pages = {2082-2087},
month = {Dec.},
year = {2009},
}
% Signal Processing on Graphs
@ARTICLE{Isufi_Graph_Filters_2024,
author = {E. Isufi, F. Gama, {D. I Shuman}, and S. Segarra},
title = {Graph filters for signal processing and machine learning on graphs},
journal = {IEEE Trans. Signal Process.},
year = {in press},
}
@ARTICLE{leus_gsp_history_2023,
author = {G. Leus, A. G. Marques, J. M. F. Moura, A. Ortega, and {D. I Shuman}},
title = {Graph signal processing: {H}istory, development, impact, and outlook},
journal = {IEEE Signal Process. Mag.},
volume = {40},
number = {4},
pages = {49-60},
month = {Jun.},
year = {2023},
}
@ARTICLE{chen_sp_permutahedron_2021,
author = {Y. Chen, J. DeJong, T. Halverson, and {D. I Shuman}},
title = {Signal processing on the permutahedron: {T}ight spectral frames for ranked data analysis},
journal = {J. Fourier Anal. Appl.},
volume = {27},
number = {70},
month = {Aug.},
year = {2021},
}
@ARTICLE{shuman_LSGFF_2020,
author = {{D. I Shuman}},
title = {Localized Spectral Graph Filter Frames: {A} Unifying Framework, Survey of
Design Considerations, and Numerical Comparison},
journal = {IEEE Signal Process. Mag.},
volume = {37},
number = {6},
pages = {43-63},
month = {Nov.},
year = {2020},
}
@ARTICLE{fan_algorithms,
author = {T. Fan, {D. I Shuman}, S. Ubaru, and Y. Saad},
title = {Spectrum-Adapted Polynomial Approximation for Matrix Functions with Applications in Graph Signal Processing},
journal = {Algorithms},
volume = {13},
number = {11, 295},
pages = {1-22},
month = {Nov.},
year = {2020},
}
@ARTICLE{li_mcsfb_2018,
author = {S. Li and Y. Jin and {D. I Shuman}},
title = {Scalable {$M$}-channel critically sampled filter banks for graph signals},
journal = {IEEE Trans. Signal Process.},
volume = {67},
number = {15},
pages = {3954-3969},
month = {Jun.},
year = {2019},
}
@INPROCEEDINGS{fan_saop_ICASSP_2019,
author = {L. Fan and {D. I Shuman} and S. Ubaru and Y. Saad },
title = {Spectrum-adapted polynomial approximation for matrix functions},
booktitle = {Proc. IEEE Int. Conf. Acc., Speech, and Signal Process.},
month = {May},
year = {2019},
}
@INPROCEEDINGS{jin_mcsfb_ICASSP_2017,
author = {Y. Jin and {D. I Shuman}},
title = {An {$M$}-channel critically sampled filter bank for graph signals},
booktitle = {Proc. IEEE Int. Conf. Acc., Speech, and Signal Process.},
pages = {3909-3913},
month = {Mar.},
year = {2017},
}
@ARTICLE{perraudin_uncertainty_APSIPA_2018,
author = {N. Perraudin and B. Ricaud and {D. I Shuman} and Pierre Vandergheynst},
title = {Global and Local Uncertainty Principles for Signals on Graphs},
journal = {APSIPA Trans. Signal Inf. Process. },
month = {Apr.},
year = {2018},
}
@ARTICLE{shuman_pyramid_TSP_2016,
author = {{D. I Shuman} and Mohammad Javad Faraji and Pierre Vandergheynst},
title = {A Multiscale Pyramid Transform for Graph Signals},
journal = {IEEE Trans. Signal Process.},
volume = {64},
number = {8},
month = {Apr.},
year = {2016},
pages = {2119-2134},
}
@ARTICLE{shuman_vertex_frequency_ACHA_2016,
author = {{D. I Shuman} and B. Ricaud and P. Vandergheynst},
title = {Vertex-Frequency Analysis on Graphs},
journal = {Appl. Comput. Harmon. Anal.},
month = {Mar.},
year = {2016},
volume = {40},
number = {2},
pages = {260-291},
}
@ARTICLE{shuman_spectrum_adapted_TSP_2015,
author = {{D. I Shuman} and Christoph Wiesmeyr and Nicki Holighaus and Pierre Vandergheynst},
title = {Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames},
journal = {IEEE Trans. Signal Process.},
volume = {63},
number = {16},
month = {Aug.},
year = {2015},
pages = {4223-4235},
}
@ARTICLE{thanou_learning_TSP_2014,
author = {D. Thanou and {D. I Shuman} and P. Frossard},
title = {Learning Parametric Dictionaries for Signals on Graphs},
journal = {IEEE Trans. Signal Process.},
month = {Aug.},
volume = {62},
number = {15},
year = {2014},
pages = {3849-3862},
}
@INPROCEEDINGS{thanou_GlobalSIP_2013,
author = {D. Thanou and {D. I Shuman}, and P. Frossard},
title = {Parametric Dictionary Learning for Graph Signals},
booktitle = {Proc. IEEE Glob. Conf. Signal and Inform. Process.},
address = {Austin, Texas},
month = {Dec.},
year = {2013},
}
@INPROCEEDINGS{ricaud_sparsity_SPIE_2013,
author = {B. Ricaud and {D. I Shuman} and P. Vandergheynst},
title = {On the Sparsity of Wavelet Coefficients for Signals on Graphs},
booktitle = {{SPIE} Wavelets and Sparsity},
address = {San Diego, California},
month = {Aug.},
year = {2013},
}
@ARTICLE{shuman_emerging_SPM_2013,
author = {{D. I Shuman} and S. K. Narang and P. Frossard and A. Ortega and P. Vandergheynst},
title = {The Emerging Field of Signal Processing on Graphs: {E}xtending High-Dimensional Data analysis to Networks and Other Irregular Domains},
journal = {IEEE Signal Process. Mag.},
month = {May},
year = {2013},
volume = {30},
number = {3},
pages = {83-98},
}
@INPROCEEDINGS{shuman_windowed_SSP_2012,
author = {{D. I Shuman} and B. Ricaud and P. Vandergheynst},
title = {A Windowed Graph {F}ourier Tranform},
booktitle = {Proc. IEEE Stat. Signal Process. Wkshp.},
address = {Ann Arbor, MI},
month = {Aug.},
year = {2012},
}
@ARTICLE{shuman_distributed_SIPN_2018,
author = {{D. I Shuman} and Pierre Vandergheynst and Daniel Kressner and Pascal Frossard},
title = {Distributed Signal Processing via {C}hebyshev Polynomial Approximation},
journal = {IEEE Trans. Signal Inf. Process. Netw.},
volume = {4},
number = {4},
month = {Dec.},
year = {2018},
pages = {736-751},
}
@INPROCEEDINGS{shuman_chebyshev_DCOSS_2011,
author = {{D. I Shuman} and P. Vandergheynst and P. Frossard},
title = {Chebyshev Polynomial Approximation for Distributed Signal Processing},
booktitle = {Proc. Int. Conf. Distr. Comput. in Sensor Syst.},
address = {Barcelona, Spain},
month = {Jun.},
year = {2011},
}
@INPROCEEDINGS{shuman_SSL_SAMPTA_2011,
author = {{D. I Shuman} and M. J. Faraji and P. Vandergheynst},
title = {Semi-Supervised Learning with Spectral Graph Wavelets},
booktitle = {Proc. Int. Conf. Samp. Theory and Appl.},
address = {Singapore},
month = {May},
year = {2011},
}
% Software
@ARTICLE{perraudin_gspbox,
author = {Nathanael Perraudin and Johan Paratte and {D. I Shuman} and Vassilis Kalofolias and Pierre Vandergheynst and David K. Hammond},
title = {{GSPBOX:} {A} toolbox for signal processing on graphs},
journal = {arXiv ePrints},
year = {2014},
url = {http://arxiv.org/abs/1408.5781},
note = {\url{https://lts2.epfl.ch/gsp/}},
}
@ARTICLE{perraudin_unlocbox,
author = {Nathanael Perraudin and {D. I Shuman} and G. Puy and Pierre Vandergheynst},
title = {{UNLocBoX:} {A} {MATLAB} convex optimization toolbox using proximal splitting methods},
journal = {arXiv ePrints},
year = {2014},
url = {https://arxiv.org/abs/1402.0779},
note = {\url{https://lts2.epfl.ch/unlocbox/}},
}