Manuscripts Submitted for Publication
- D. I Shuman, C. Wiesmeyr, N. Holighaus, and P. Vandergheynst, "Spectrum-adapted tight graph wavelet and vertex-frequency frames," submitted to IEEE Transactions on Signal Processing, Nov. 2013. [ PDF | BibTeX | MATLAB Code ]
- D. I Shuman, B. Ricaud, and P. Vandergheynst, "Vertex-frequency analysis on graphs,"
submitted to Applied and Computational Harmonic Analysis, Jul. 2013.
[ PDF | BibTeX ] - D. I Shuman, P. Vandergheynst, and P. Frossard, "Distributed signal processing via Chebyshev polynomial approximation," submitted to IEEE Transactions on Signal Processing, Nov. 2011. [ PDF | BibTeX | MATLAB Code ]
Journal Papers
- D. I Shuman, S. K. Narang, P. Frossard, A. Ortega, and P. Vandergheynst, "The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains," IEEE Signal Processing Magazine, vol. 30, no. 3, pp. 83-98, May 2013. [ PDF | BibTeX ]
- D. I Shuman, M. Liu, and O. Q. Wu, "Energy-efficient transmission scheduling with strict
underflow constraints,"
IEEE Transactions on Information Theory, vol. 57, no. 3, pp. 1344-1367, Mar. 2011.
[ PDF | BibTeX ]
NB: Here is a slightly different version of this paper emphasizing the inventory control perspective, and in particular the differences between multi-item inventory models with stochastic ordering costs and those with deterministic ordering costs. [ PDF ] - M. Moghaddam, D. Entekhabi, Y. Goykhman, K. Li, M. Liu, A. Mahajan, A. Nayyar, D. Shuman, and D. Teneketzis, "A wireless soil moisture smart sensor web using physics-based optimal control: Concept and initial demonstrations," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 3, no. 4, pp. 522-535, Dec. 2010. [ PDF | BibTeX ]
- D. I Shuman, A. Nayyar, A. Mahajan, Y. Goykhman, K. Li, M. Liu, D. Teneketzis, M. Moghaddam, and D. Entekhabi, "Measurement scheduling for soil moisture sensing: From physical models to optimal control," Proceedings of the IEEE, vol. 98, no. 11, pp. 1918-1933, Nov. 2010. [ PDF | BibTeX ]
Conference Papers
- D. Thanou, D. I Shuman, and P. Frossard, "Parametric dictionary learning for graph signals," in Proceedings of the IEEE Global Conference on Signal and Information Processing (GlobalSIP), Austin, TX, Dec. 2013. [ PDF | BibTeX ]
- B. Ricaud, D. I Shuman, and P. Vandergheynst, "On the sparsity of wavelet coefficients for signals on graphs," in Proceedings of SPIE Wavelets and Sparsity, San Diego, CA, Aug. 2013. [ PDF | BibTeX | Slides ]
- D. I Shuman, B. Ricaud, and P. Vandergheynst, "A windowed graph Fourier transform," in Proceedings of the IEEE Statistical Signal Processing Workshop (SSP), Ann Arbor, MI, Aug. 2012, pp. 133-136. [ PDF | BibTeX | Poster ]
- D. I Shuman, P. Vandergheynst, and P. Frossard, "Chebyshev polynomial approximation for distributed signal processing," in Proceedings of
the IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS), Barcelona, Spain, Jun. 2011.
[ PDF | BibTeX | Slides ] - D. I Shuman, M. J. Faraji, and P. Vandergheynst, "Semi-supervised learning with spectral graph wavelets," in Proceedings of the International Conference on Sampling Theory and Applications (SampTA), Singapore, May 2011. [ PDF | BibTeX ]
- D. I Shuman and M. Liu, "Dynamic clock calibration via temperature measurement," in Proceedings of the IEEE Conference on Decision and Control (CDC), Shanghai, China, Dec. 2009, pp. 2082-2087. [ PDF | BibTeX ]
- M. Moghaddam, D. Entekhabi, Y. Goykhman, M. Liu, A. Mahajan, A. Nayyar, D. Shuman, and D. Teneketzis, "A soil moisture smart sensor web using data assimilation and optimal control: Formulation and first laboratory demonstration," in Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, Boston, MA, Jul. 2008, vol. 5, pp. 140-143. [ PDF | BibTeX ]
- M. Moghaddam, D. Entekhabi, L. Farhadi, Y. Goykhman, M. Liu, A. Mahajan, A. Nayyar, D. Shuman, and D. Teneketzis, "Initial analyses and demonstration of a soil moisture smart sensor web," in Proceedings of the Earth Science Technology Conference (ESTC), East Adelphi, Jun. 2008. [ PDF | BibTeX ]
- D. Shuman and M. Liu, "Energy-efficient transmission scheduling for wireless media streaming with strict underflow constraints," in Proceedings of the International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), Berlin, Germany Apr. 2008, pp. 354-359. [ PDF | BibTeX | Slides ]
- D. Shuman and M. Liu, "Optimal sleep scheduling for a wireless sensor network node," in Proceedings of the Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Oct. 2006, pp. 1337-1341. [ PDF | BibTeX | Slides ]
Book Chapter
- D. I Shuman and M. Liu, "Opportunistic scheduling with deadline constraints in wireless networks," in Performance Models and Risk Management
in Communication Systems, N. Gulpinar, P. Harrison, and B. Rustem, Eds, vol. 46 of Optimization and Its Applications,
pp. 127-155. New York: Springer, 2010.
[ Springer Link | BibTeX ]
Thesis
- D. I Shuman, "From sleeping to stockpiling: Energy conservation via stochastic scheduling in wireless networks," Ph.D. dissertation, University of Michigan, Ann Arbor, 2010. [ PDF | BibTeX | Slides ]
Technical Reports
- D. I Shuman, M. Liu, and O. Q. Wu, "Energy-efficient transmission scheduling with strict underflow constraints," University of Michigan, EECS Technical Report CGR 10-01, Feb. 2010. [ PDF | BibTeX ]
- D. Shuman and M. Liu, "Optimal sleep scheduling for a wireless sensor network node," University of Michigan, EECS Technical Report CSPL 377, Oct. 2006.
[ PDF | BibTeX ]
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