Petar M. Djuric

Yunlong Wang, Petar M. Djuric: A Gossip Method for Optimal Consensus on a Binary State From Binary Actions. J. Sel. Topics Signal Processing 7(2): 274-283 (2013)

Joaquín Míguez, Dan Crisan, Petar M. Djuric: On the convergence of two sequential Monte Carlo methods for maximum a posteriori sequence estimation and stochastic global optimization. Statistics and Computing 23(1): 91-107 (2013)

Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric: Distributed Particle Filtering in Agent Networks: A Survey, Classification, and Comparison. IEEE Signal Process. Mag. 30(1): 61-81 (2013)

Zhiyuan Weng, Petar M. Djuric: A Search-free DOA Estimation Algorithm for Coprime Arrays. CoRR abs/1301.4155 (2013)

Zhiyuan Weng, Petar M. Djuric: A Bayesian Approach to Data Fusion in Sensor Networks. CoRR abs/1303.2414 (2013)

Petar M. Djuric, Mahsiul Khan, Douglas E. Johnston: Particle Filtering of Stochastic Volatility Modeled With Leverage. J. Sel. Topics Signal Processing 6(4): 327-336 (2012)

Petar M. Djuric, Yunlong Wang: Disturbed Bayesian Learning in Multiagent Systems: Improving our understanding of its capabilities and limitations. IEEE Signal Process. Mag. 29(2): 65-76 (2012)

Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Petar M. Djuric, Markus Rupp: Likelihood Consensus and Its Application to Distributed Particle Filtering. IEEE Transactions on Signal Processing 60(8): 4334-4349 (2012)

Cristina S. Maiz, Elisa M. Molanes-Lopez, Joaquín Míguez, Petar M. Djuric: A Particle Filtering Scheme for Processing Time Series Corrupted by Outliers. IEEE Transactions on Signal Processing 60(9): 4611-4627 (2012)

Shishir Dash, Jolene Muscat, J. Gerald Quirk, Petar M. Djuric: Classification of fetal heart rate series. ICASSP 2012: 629-632

Yunlong Wang, Petar M. Djuric: Reaching consensus on a binary state by exchanging binary actions. ICASSP 2012: 3297-3300

Jonathan Beaudeau, Mónica F. Bugallo, Petar M. Djuric: Target tracking with asynchronous measurements by a network of distributed mobile agents. ICASSP 2012: 3857-3860

Bingxin Shen, Mónica F. Bugallo, Petar M. Djuric: Estimation of multimodal posterior distributions of chirp parameters with population Monte Carlo sampling. ICASSP 2012: 3861-3864

Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric: Likelihood consensus-based distributed particle filtering with distributed proposal density adaptation. ICASSP 2012: 3869-3872

Ángel M. Bravo-Santos, Petar M. Djuric: Communications with decode-and-forward relays in mesh networks. CoRR abs/1210.4293 (2012)

Douglas E. Johnston, Petar M. Djuric: The Science Behind Risk Management. IEEE Signal Process. Mag. 28(5): 26-36 (2011)

Yang Song, Miroslav Begovic, Petar M. Djuric: On Localized Techniques for Detection of Voltage Stability Related Problems. HICSS 2011: 1-8

Akshay Athalye, Vladimir Savic, Miodrag Bolic, Petar M. Djuric: A Radio Frequency Identification System for accurate indoor localization. ICASSP 2011: 1777-1780

Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Petar M. Djuric, Markus Rupp: Distributed Gaussian particle filtering using likelihood consensus. ICASSP 2011: 3756-3759

Balakumar Balasingam, Miodrag Bolic, Petar M. Djuric, Joaquín Míguez: Efficient distributed resampling for particle filters. ICASSP 2011: 3772-3775

Petar M. Djuric, Jonathan Beaudeau, Mónica F. Bugallo: Non-centralized target tracking with mobile agents. ICASSP 2011: 5928-5931

Mónica F. Bugallo, Shishir Dash, Galina Botchkina, Marco Lops, Petar M. Djuric: A stochastic compartmental approach to modeling and simulation of cancer spheroid formation and evolution. ICASSP 2011: 6000-6003

Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Petar M. Djuric, Markus Rupp: Likelihood Consensus and Its Application to Distributed Particle Filtering. CoRR abs/1108.6214 (2011)

Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric: Likelihood Consensus-Based Distributed Particle Filtering with Distributed Proposal Density Adaptation. CoRR abs/1109.6191 (2011)

Mingyi Hong, Mónica F. Bugallo, Petar M. Djuric: Joint Model Selection and Parameter Estimation by Population Monte Carlo Simulation. J. Sel. Topics Signal Processing 4(3): 526-539 (2010)

Petar M. Djuric, Joaquín Míguez: Assessment of nonlinear dynamic models by Kolmogorov-Smirnov statistics. IEEE Transactions on Signal Processing 58(10): 5069-5079 (2010)

Miodrag Bolic, Akshay Athalye, Sangjin Hong, Petar M. Djuric: Study of Algorithmic and Architectural Characteristics of Gaussian Particle Filters. Signal Processing Systems 61(2): 205-218 (2010)

Miroslav Begovic, Petar M. Djuric: On Predicting the Times to Failure of Power Equipment. HICSS 2010: 1-6

Mónica F. Bugallo, Galina Botchkina, Petar M. Djuric: A stochastic model of proliferation of cancer stem cells and its estimation by particle filtering. ICASSP 2010: 529-533

Petar M. Djuric, Pau Closas, Mónica F. Bugallo, Joaquín Míguez: Evaluation of a method's robustness. ICASSP 2010: 3598-3601

Petar M. Djuric: From Nature to Methods and Back to Nature. SECRYPT 2010: 7

Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric: Sensor self-localization with beacon position uncertainty. Signal Processing 89(6): 1144-1154 (2009)

Vibha Mane, Mónica F. Bugallo, Petar M. Djuric: Stochastic modeling of second order reactions using a moment propagation method. GENSiPS 2009: 1-4

Hichem Snoussi, Jean-Yves Tourneret, Petar M. Djuric, Cédric Richard: Data-driven online variational filtering in wireless sensor networks. ICASSP 2009: 2413-2416

Pau Closas, Mónica F. Bugallo, Petar M. Djuric: Assessing robustness of particle filtering by the Kolmogorov-Smirnov statistics. ICASSP 2009: 2917-2920

Mónica F. Bugallo, Mingyi Hong, Petar M. Djuric: Marginalized population Monte Carlo. ICASSP 2009: 2925-2928

Petar M. Djuric, Joaquín Míguez: Model assessment with Kolmogorov-Smirnov statistics. ICASSP 2009: 2973-2976

Petar M. Djuric, Mahesh Vemula, Mónica F. Bugallo: Target Tracking by Particle Filtering in Binary Sensor Networks. IEEE Transactions on Signal Processing 56(6): 2229-2238 (2008)

Mónica F. Bugallo, Petar M. Djuric: A stochastic approach to solving inverse problems of biochemical networks. ICASSP 2008: 649-652

Vibha Mane, Mónica F. Bugallo, Petar M. Djuric: Stochastic simulation of coupled chemical reactions using recursive methods. ICASSP 2008: 653-656

Yao Li, Petar M. Djuric: Target tracking with mobile sensors using cost-reference particle filtering. ICASSP 2008: 2549-2552

Ting Lu, Mónica F. Bugallo, Petar M. Djuric: RLS-assisted cost reference particle filtering. ICASSP 2008: 3421-3424

Mónica F. Bugallo, Shanshan Xu, Petar M. Djuric: Performance comparison of EKF and particle filtering methods for maneuvering targets. Digital Signal Processing 17(4): 774-786 (2007)

Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric: Target tracking by fusion of random measures. Signal, Image and Video Processing 1(2): 149-161 (2007)

Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric: Erratum to "A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics". EURASIP J. Adv. Sig. Proc. 2006 (2006)

Sangjin Hong, Petar M. Djuric: High-throughput scalable parallel resampling mechanism for effective redistribution of particles. IEEE Transactions on Signal Processing 54(3): 1144-1155 (2006)

Sangjin Hong, Shu-Shin Chin, Petar M. Djuric, Miodrag Bolic: Design and Implementation of Flexible Resampling Mechanism for High-Speed Parallel Particle Filters. VLSI Signal Processing 44(1-2): 47-62 (2006)

Miroslav Begovic, Petar M. Djuric, Joshua Perkel, Branislav Vidakovic, Damir Novosel: New Probabilistic Method for Estimation of Equipment Failures and Development of Replacement Strategies. HICSS 2006

Petar M. Djuric, Miroslav Begovic, J. Ferkel: Prediction of power equipment failures based on chronological failure records. ISCAS 2006

Sangjin Hong, Petar M. Djuric, Miodrag Bolic: Simplifying Physical Realization of Gaussian Particle Filters with Block-Level Pipeline Control. EURASIP J. Adv. Sig. Proc. 2005(4): 575-587 (2005)

Akshay Athalye, Miodrag Bolic, Sangjin Hong, Petar M. Djuric: Generic Hardware Architectures for Sampling and Resampling in Particle Filters. EURASIP J. Adv. Sig. Proc. 2005(17): 2888-2902 (2005)

Yufei Huang, Jianqiu Zhang, Isabel M. Tienda-Luna, Petar M. Djuric, Diego Pablo Ruiz Padillo: Adaptive Blind Multiuser Detection over Flat Fast Fading Channels Using Particle Filtering. EURASIP J. Wireless Comm. and Networking 2005(4): 130-140 (2005)

Yufei Huang, Jianqiu Zhang, Petar M. Djuric: Bayesian detection for BLAST. IEEE Transactions on Signal Processing 53(3): 1086-1096 (2005)

Miodrag Bolic, Petar M. Djuric, Sangjin Hong: Resampling algorithms and architectures for distributed particle filters. IEEE Transactions on Signal Processing 53(7): 2442-2450 (2005)

Tadesse Ghirmai, Mónica F. Bugallo, Joaquín Míguez, Petar M. Djuric: A sequential Monte Carlo method for adaptive blind timing estimation and data detection. IEEE Transactions on Signal Processing 53(8-1): 2855-2865 (2005)

Tadesse Ghirmai, Jayesh H. Kotecha, Petar M. Djuric: Blind equalization for time-varying channels and multiple samples processing using particle filtering. Digital Signal Processing 14(4): 312-331 (2004)

Petar M. Djuric, Simon J. Godsill, Arnaud Doucet: Editorial. EURASIP J. Adv. Sig. Proc. 2004(15): 2239-2241 (2004)

Miodrag Bolic, Petar M. Djuric, Sangjin Hong: Resampling Algorithms for Particle Filters: A Computational Complexity Perspective. EURASIP J. Adv. Sig. Proc. 2004(15): 2267-2277 (2004)

Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric: A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics. EURASIP J. Adv. Sig. Proc. 2004(15): 2278-2294 (2004)

Jayesh H. Kotecha, Petar M. Djuric: Blind sequential detection for Rayleigh fading channels using hybrid Monte Carlo-recursive identification algorithms. Signal Processing 84(5): 825-832 (2004)

Joaquín Míguez, Tadesse Ghirmai, Mónica F. Bugallo, Petar M. Djuric: A sequential Monte Carlo technique for blind synchronization and detection in frequency-flat Rayleigh fading wireless channels. Signal Processing 84(11): 2081-2096 (2004)

Yufei Huang, Petar M. Djuric: A blind particle filtering detector of signals transmitted over flat fading channels. IEEE Transactions on Signal Processing 52(7): 1891-1900 (2004)

Joaquín Míguez, Petar M. Djuric: Blind equalization of frequency-selective channels by sequential importance sampling. IEEE Transactions on Signal Processing 52(10): 2738-2748 (2004)

Yufei Huang, Jianqiu Zhang, Isabel M. Tienda-Luna, Petar M. Djuric, Diego Pablo Ruiz Padillo: Adaptive blind multiuser detection over flat fast fading channels using particle filtering. GLOBECOM 2004: 2419-2423

Sangjin Hong, Miodrag Bolic, Petar M. Djuric: A design complexity comparison method for loop-based signal processing algorithms: particle filters. ISCAS (2) 2004: 693-696

Jayesh H. Kotecha, Petar M. Djuric: Gaussian particle filtering. IEEE Transactions on Signal Processing 51(10): 2592-2601 (2003)

Jayesh H. Kotecha, Petar M. Djuric: Gaussian sum particle filtering. IEEE Transactions on Signal Processing 51(10): 2602-2612 (2003)

Yufei Huang, Petar M. Djuric, Jianqiu Zhang: Joint velocity estimation and symbol detection in non-stationary fading channels by particle filtering. GLOBECOM 2003: 2269-2273

Yufei Huang, Jianqiu Zhang, Petar M. Djuric: Detection with particle filtering in BLAST systems. ICC 2003: 2306-2310

Yufei Huang, Petar M. Djuric: Variable Selection by Perfect Sampling. EURASIP J. Adv. Sig. Proc. 2002(1): 38-45 (2002)

Jianqiu Zhang, Petar M. Djuric: Joint Estimation and Decoding of Space-Time Trellis Codes. EURASIP J. Adv. Sig. Proc. 2002(3): 305-315 (2002)

Petar M. Djuric, Jayesh H. Kotecha, Fabien Esteve, Etienne Perret: Sequential Parameter Estimation of Time-Varying Non-Gaussian Autoregressive Processes. EURASIP J. Adv. Sig. Proc. 2002(8): 865-875 (2002)

Petar M. Djuric, Simon J. Godsill: Guest editorial special issue on monte carlo methods for statistical signal processing. IEEE Transactions on Signal Processing 50(2): 173 (2002)

Petar M. Djuric, Yufei Huang, Tadesse Ghirmai: Perfect sampling: a review and applications to signal processing. IEEE Transactions on Signal Processing 50(2): 345-356 (2002)

Petar M. Djuric, Joon-Hwa Chun: An MCMC sampling approach to estimation of nonstationary hidden Markov models. IEEE Transactions on Signal Processing 50(5): 1113-1123 (2002)

Yufei Huang, Petar M. Djuric: Multiuser detection of synchronous code-division multiple-access signals by perfect sampling. IEEE Transactions on Signal Processing 50(7): 1724-1734 (2002)

Yufei Huang, Petar M. Djuric: A new importance function for particle filtering and its application to blind detection in flat fading channels. ICASSP 2002: 1617-1620

Petar M. Djuric, Joaquín Míguez: Sequential particle filtering in the presence of additive Gaussian noise with unknown parameters. ICASSP 2002: 1621-1624

Jayesh H. Kotecha, Petar M. Djuric: Sequential detector for nonlinear channels with applications to satellite communications. ICASSP 2002: 2465-2468

Joaquín Míguez, Petar M. Djuric: Blind equalization by sequential importance sampling. ISCAS (1) 2002: 845-848

Christophe Andrieu, Petar M. Djuric, Arnaud Doucet: Model selection by MCMC computation. Signal Processing 81(1): 19-37 (2001)

Daewon An, K. Wendy Tang, Petar M. Djuric: Performance comparison of BNN and MPNN on proben1 database. Computers and Their Applications 2001: 260-263

Jung-Lin Pan, Stephen S. Rappaport, Petar M. Djuric: Multibeam cellular communication systems with dynamic channel assignment across multiple sectors. Wireless Networks 5(4): 267-278 (1999)

Hsiang-Tsun Li, Petar M. Djuric: MMSE estimation of nonlinear parameters of multiple linear/quadratic chirps. IEEE Transactions on Signal Processing 46(3): 796-800 (1998)

Petar M. Djuric: Asymptotic MAP criteria for model selection. IEEE Transactions on Signal Processing 46(10): 2726-2735 (1998)

Jong-Kae Fwu, Petar M. Djuric: EM algorithm for image segmentation initialized by a tree structure scheme. IEEE Transactions on Image Processing 6(2): 349-352 (1997)

Petar M. Djuric, Jong-Kae Fwu: On the detection of edges in vector images. IEEE Transactions on Image Processing 6(11): 1595-1601 (1997)

William B. Bishop, Petar M. Djuric: Model order selection of damped sinusoids in noise by predictive densities. IEEE Transactions on Signal Processing 44(3): 611-619 (1996)

Petar M. Djuric: A model selection rule for sinusoids in white Gaussian noise. IEEE Transactions on Signal Processing 44(7): 1744-1751 (1996)

Chao-Ming Cho, Petar M. Djuric: Bayesian detection and estimation of cisoids in colored noise. IEEE Transactions on Signal Processing 43(12): 2943-2952 (1995)

Petar M. Djuric: A Bayesian Model Order Determination Rule for Harmonic Signals. ISCAS 1995: 2273-2276

Hsiang-Tsun Li, Petar M. Djuric: A Novel Approach to Detection of Closely Spaced Sinisoids. ISCAS 1995: 2289-2292

Petar M. Djuric, Steven M. Kay: Model selection based on Bayesian predictive densities and multiple data records. IEEE Transactions on Signal Processing 42(7): 1685-1699 (1994)

Chao-Ming Cho, Petar M. Djuric: Detection and estimation of DOA's of signals via Bayesian predictive densities. IEEE Transactions on Signal Processing 42(11): 3051-3060 (1994)

Petar M. Djuric, William B. Bishop, Douglas E. Johnston: Bayesian procedure for the Detection of Damped Signals. ISCAS 1994: 401-404

Douglas E. Johnston, Petar M. Djuric: Bayesian Detection and MMSE Frequency Estimation of Sinusoidal Signals via Adaptive Importance Sampling. ISCAS 1994: 417-420

Petar M. Djuric, Chao-Ming Cho: Frequency estimation of sinusoids in colored noise. ISCAS 1993: 439-442

Petar M. Djuric, Steven M. Kay: Order selection of autoregressive models. IEEE Transactions on Signal Processing 40(11): 2829-2833 (1992)