Aleksandar Dogandžić

R. Gu and A. Dogandžić. (Feb. 2017). Upper-bounding the regularization constant for convex sparse signal reconstruction. arXiv: 1702.07930 [stat.CO].

R. Gu and A. Dogandžić, “Projected Nesterov’s proximal-gradient algorithm for sparse
signal recovery,” *IEEE Trans. Signal Process.*,
vol. 65, no. 13, pp. 3510–3525, 2017, [doi] [pdf].

R. Gu and A. Dogandžić, “Blind X-ray CT image reconstruction from polychromatic Poisson measurements,”
*IEEE Trans. Comput. Imag.*, vol. 2, no. 2, pp. 150–165, 2016, [pdf].
A brief video presentation.

Z. Song and A. Dogandžić, “A max-product EM algorithm for reconstructing Markov-tree sparse
signals from compressive samples,” *IEEE Trans. Signal Process.*,
vol. 61, no. 23, pp. 5917–5931, 2013.

K. Qiu and A. Dogandžić, “Sparse signal reconstruction via
ECME hard thresholding,” *IEEE Trans. Signal Process.*, vol. 60,
pp. 4551-4569, Sep. 2012.

K. Qiu and A. Dogandžić, “Sparse signal reconstruction from quantized noisy measurements via GEM hard
thresholding,” *IEEE Trans. Signal Process.*, vol. 60, pp. 2628-2634, May
2012.

K. Qiu and A. Dogandžić, “Variance-component based sparse signal
reconstruction and model selection,” *IEEE Trans. Signal Process.*, vol.
58,
pp. 2935-2952, Jun. 2010.

A. Dogandžić and K. Qiu, “Decentralized random-field
estimation for sensor networks using quantized spatially correlated data
and
fusion-center feedback,” *IEEE Trans. Signal Process.*, vol. 56, pp.
6069-6085, Dec. 2008.

A. Dogandžić and B.H. Zhang, “Bayesian complex amplitude estimation and
adaptive signal detection in low-rank interference,” *IEEE Trans. Signal
Process.*, vol. 55, pp. 1176-1182, Mar. 2007, [pdf].

W. Mo, Z.D. Wang, and A. Dogandžić, “EM-based iterative receiver for coded
MIMO systems in unknown spatially correlated noise,” *Wirel. Commun. Mobile
Comput.*, vol. 7, pp. 81-89, Jan. 2007, [pdf].

A. Dogandžić and B.H. Zhang, “Bayesian NDE defect signal analysis,” *IEEE
Trans. Signal Process.*, vol. 55, pp. 372-378, Jan. 2007,
[pdf].

J. Wang, A. Dogandžić, and A. Nehorai, “Maximum likelihood estimation of
compound-Gaussian clutter and target parameters,” *IEEE Trans. Signal
Process.*, vol. 54, pp. 3884-3898, Oct. 2006, [pdf].

A. Dogandžić and B.H. Zhang, “Distributed estimation and detection for
sensor networks using hidden Markov random field models,” *IEEE Trans.
Signal Process.*, vol. 54, pp. 3200-3215, Aug. 2006, [pdf].

D. Gutiérrez, A. Nehorai, and A. Dogandžić, “Performance analysis of
reduced-rank beamformers for estimating dipole source signals using
EEG/MEG,” *IEEE Trans. Biomedical Engineering*, vol. 53, pp. 840-844,
May 2006. [pdf].

A. Dogandžić and P. Xiang,“Estimating statistical properties of
eddy-current signals from steam generator tubes,” *IEEE Trans. Signal
Process.*, vol. 53, pp. 3342-3348, Aug. 2005, [pdf].

A. Dogandžić and J.H. Jin, “Estimating statistical properties of MIMO
fading channels,” *IEEE Trans. Signal Process.*, vol. 53, pp. 3065-3080,
Aug. 2005, [pdf].

A. Dogandžić and B.H. Zhang,“Dynamic shadow power estimation for wireless
communications,” *IEEE Trans. Signal Process.*, vol. 53, pp. 2942-2948,
Aug. 2005, [pdf].

A. Dogandžić and B.H. Zhang, “Estimating Jakes’ Doppler power spectrum
parameters using the Whittle approximation,” *IEEE Trans. Signal Process.*,
vol. 53, pp. 987-1005, Mar. 2005, [pdf].

A. Dogandžić and J.H. Jin, “Maximum likelihood estimation of statistical
properties of composite gamma-lognormal fading channels,” *IEEE Trans.
Signal Process.*, vol. 52, pp. 2940-2945, Oct. 2004, [pdf].

A. Dogandžić, W. Mo, and Z.D. Wang, “Semi-blind SIMO flat-fading channel
estimation in unknown spatially correlated noise using the EM algorithm,”
*IEEE Trans. Signal Process.*, vol. 52, pp. 1791-1797, Jun. 2004,
[pdf].

A. Dogandžić and A. Nehorai, “Generalized multivariate analysis of
variance: a unified framework for signal processing in correlated noise,”
*IEEE Signal Process. Mag.*, vol. 20, pp. 39-54, Sept. 2003, [pdf].
Bibliography update (a few related signal processing articles
that appeared after the publication of this article).

A. Dogandžić, “Chernoff bounds on pairwise error probabilities of
space-time codes,” *IEEE Trans. Inform. Theory*, vol. 49, pp. 1327-1336,
May 2003, [pdf].

A. Dogandžić and A. Nehorai, “Finite-length MIMO adaptive equalization
using canonical correlation analysis,” *IEEE Trans. Signal Process.*, vol.
50, pp. 984-989, April 2002, [pdf].

A. Dogandžić and A. Nehorai, “Space-time fading channel estimation and
symbol detection in unknown spatially correlated noise,” *IEEE Trans.
Signal Process.*, vol. 50, pp. 457-474, Mar. 2002, [pdf].

A. Dogandžić and A. Nehorai, “Cramér-Rao bounds for estimating range,
velocity, and direction with an active array,” *IEEE Trans. Signal
Process.*, vol. 49, pp. 1122-1137, Jun. 2001, [pdf].

A. Dogandžić and A. Nehorai, “Estimating evoked dipole responses in unknown
spatially correlated noise with EEG/MEG arrays,” *IEEE Trans. Signal
Process.*, vol. 48, pp. 13-25, Jan. 2000, [pdf].

A. Dogandžić and A. Nehorai,
“EEG/MEG spatio-temporal dipole source estimation and sensor array design,” in *High-Resolution and
Robust Signal Process.*, Y. Hua, A.B. Gershman, and Q. Cheng (Eds.), New
York: Marcel Dekker, 2003, Ch. 7, pp. 393-442, [pdf].

R. Gu and A. Dogandžić, “Blind polychromatic X-ray CT reconstruction from Poisson
measurements,” in *Proc. IEEE Int. Conf. Acoust.,
Speech, Signal Process.*, Shanghai, China, March 2016, pp. 898–902.

R. Gu and A. Dogandžić, “A fast proximal gradient algorithm for reconstructing
nonnegative signals with sparse transform coefficients,” in *Proc. Asilomar Conf. Signals, Syst.
Comput.,* Pacific Grove, CA, Nov. 2014, pp. 1662–1667.

R. Gu and A. Dogandžić, “Polychromatic sparse image reconstruction and mass attenuation spectrum
estimation via B-spline basis function expansion,” in *Rev. Progress Quantitative
Nondestructive Evaluation,* ser. AIP Conf. Proc. Vol. 34 1650, Melville, NY,
2015, pp. 1707–1716.

R. Gu and A. Dogandžić, “Beam hardening correction via
mass attenuation discretization,” in *Proc. IEEE Int. Conf. Acoust.,
Speech, Signal Process.*, Vancouver, Canada, May 2013, pp. 1085-1089.

K. Qiu and A. Dogandžić, “Nonnegative signal reconstruction
from compressive samples via a difference map ECME algorithm,” in *Proc.
IEEE Workshop on Statistical Signal Process.*, Nice, France, Jun. 2011,
pp. 561-564.

K. Qiu and A. Dogandžić, “ECME hard thresholding methods for image
reconstruction from compressive samples,” in *Applications of Digital Image
Process. XXXIII*, Andrew G. Tescher (Ed.), Proc. SPIE, vol. 7798, San
Diego, CA: SPIE, Aug. 2010, 779813, [pdf].