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{ "items" : [ { "publisher" : "Nova Science Publishers", "chapter" : "Consensus-based Particle Filter Implementations for Distributed Non-linear Systems", "pub-type" : "bookChapter", "uri" : "urn:8be7fa8bedc415aa4b88aa281b03fb2c", "date" : "2012", "author" : [ "Mohammadi, A.", "Asif, A." ], "ISIPauthor" : [ "Mohammadi, A.", "Asif, A." ], "Collaborators" : [ "NA-" ], "editor" : "G. Rigatos", "type" : "Publication", "year" : "2012", "label" : "Nonlinear Estimation and Applications to Industrial Systems Control", "address" : "New York", "key" : "ArashBC1" }, { "publisher" : "CRC Press\/\/Taylor & Francis", "chapter" : "Secure State Estimation in Industrial Control Systems", "pub-type" : "bookChapter", "uri" : "urn:26e3bf47d118069b9dd6b974a365fe85", "date" : "2016", "author" : [ "Mohammadi, A.", "Plataniotis, K.N." ], "ISIPauthor" : [ "Mohammadi, A." ], "Collaborators" : [ "Plataniotis, K. N." ], "editor" : "P. Cheng, H. Zhang, J. Chen", "type" : "Publication", "year" : "2016", "label" : "Cyber Security for Industrial Control Systems: From the Viewpoint of Close-Loop", "key" : "ArashBC2" }, { "publisher" : "Cambridge University Press", "pub-type" : "book", "uri" : "urn:4cc2bf14139a5bd12676841d04b4d2d7", "date" : "2007", "author" : [ "Mandal, M.", "Asif, A." ], "ISIPauthor" : [ "Asif, A." ], "Collaborators" : [ "Mandal, M." ], "month" : "9", "edition" : "1", "type" : "Publication", "year" : "2007", "isbn" : "0521854555", "label" : "Continuous and Discrete Time Signals and Systems", "key" : "book1" }, { "journal" : "IEEE Transactions on Aerospace and Electronic Systems", "pub-type" : "article", "uri" : "urn:dcdd8866b265f787c986f86e4fda0d81", "pages" : "2468-2488", "date" : "2014-10", "number" : "4", "author" : [ "Mohammadi, A.", "Asif, A." ], "ISIPauthor" : [ "Mohammadi, A.", "Asif, A." ], "Collaborators" : [ "NA-" ], "keywords" : "Bayes methods;Monte Carlo methods;estimation theory;particle filtering (numerical methods);reduced order systems;resource allocation;sensor fusion;FIM;Fisher information matrix;Monte Carlo simulations;PCRLB;Riccati-type recursions;analytical performance bounds;data fusion problems;distributed estimation algorithms;distributed estimators;full-order distributed Bayesian estimation;fusion center;nodal communications;nonlinear multisensor tracking networks;particle filter realizations;posterior Cramer-Rao lower bound;reduced-order distributed Bayesian estimation;resource management problem;Bayes methods;Computer architecture;Estimation;Monte Carlo methods;Resource management;Signal processing algorithms", "volume" : "50", "doi" : "10.1109\/TAES.2014.120821", "month" : "October", "type" : "Publication", "year" : "2014", "label" : "Full- and reduced-order distributed Bayesian estimation analytical performance bounds", "issn" : "0018-9251", "key" : "6978855" }, { "journal" : "IEEE Transactions on Neural Networks and Learning Systems", "pub-type" : "article", "uri" : "urn:28fd41455812b5fb3a2b138fbe0c6f7a", "pages" : "1-15", "date" : "2015", "number" : "99", "author" : [ "Mohammadi, A.", "Plataniotis, K. 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"Song, Bin" ], "ISIPauthor" : [ "Asif, A." ], "Collaborators" : [ "Nguyen, Uyen Trang", "Xu, Guohua", "Song, Bin" ], "biburl" : "http:\/\/dblp.uni-trier.de\/rec\/bib\/conf\/icassp\/AsifNXS05", "doi" : "10.1109\/ICASSP.2005.1415404", "timestamp" : "Thu, 17 Apr 2014 20:00:34 +0200", "type" : "Publication", "bibsource" : "dblp computer science bibliography, http:\/\/dblp.org", "year" : "2005", "label" : "Streaming video with bandwidth adaptation and error concealment for low bit rate live wireless applications", "key" : "DBLP:conf\/icassp\/AsifNXS05" }, { "url" : "http:\/\/dx.doi.org\/10.1109\/ICASSP.2001.940202", "booktitle" : "IEEE International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt Lake City, Utah, USA, Proceedings", "pub-type" : "inproceedings", "crossref" : "DBLP:conf\/icassp\/2001", "uri" : "urn:722cb79e69ab218cafaf05fffe971dca", "pages" : "2697--2700", "date" : "2001", "author" : [ "Asif, A.", "Nesbit, John C." ], "ISIPauthor" : [ "Asif, A." ], "Collaborators" : [ "Nesbit, John C." ], "biburl" : "http:\/\/dblp.uni-trier.de\/rec\/bib\/conf\/icassp\/AsifN01", "doi" : "10.1109\/ICASSP.2001.940202", "timestamp" : "Tue, 22 Jul 2014 01:00:00 +0200", "type" : "Publication", "bibsource" : "dblp computer science bibliography, http:\/\/dblp.org", "year" : "2001", "label" : "Cooperative and online learning in signal processing", "key" : "DBLP:conf\/icassp\/AsifN01" }, { "booktitle" : "Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2014 IEEE Ninth International Conference on", "pub-type" : "inproceedings", "uri" : "urn:bc30ef01ba924ad83b25b73cab34b8c9", "pages" : "1-5", "date" : "2014-04", "author" : [ "Zhong, X.", "Mohammadi, A.", "Premkumar, A.B.", "Asif, A." ], "ISIPauthor" : [ "Mohammadi, A.", "Asif, A." ], "Collaborators" : [ "Zhong, X.", "Premkumar, A.B." ], "keywords" : "acoustic signal processing;particle filtering (numerical methods);AVS 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"ISIPauthor" : [ "Mohammadi, A.", "Asif, A." ], "Collaborators" : [ "NA-" ], "keywords" : "particle filtering (numerical methods);CSS;DUPF;GSS;LSS;bearing-range tracking;communication constraints;constrained sufficient statistic;distributed consensus;distributed unscented particle filter;global sufficient statistics;innovation particle filtering;local sufficient statistics;sensor networks;Cascading style sheets;Estimation;Joints;Proposals;Radar tracking;Robot sensing systems;Vectors;Data fusion;distributed estimation;multi-sensor tracking;nonlinear systems;particle filters", "volume" : "63", "doi" : "10.1109\/TSP.2014.2367468", "month" : "Feb", "type" : "Publication", "year" : "2015", "label" : "Distributed Consensus + Innovation Particle Filtering for Bearing\/Range Tracking With Communication Constraints", "issn" : "1053-587X", "key" : "6945886" }, { "url" : "http:\/\/dx.doi.org\/10.1109\/ICASSP.2004.1326650", "booktitle" : "2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004", "pub-type" : "inproceedings", "crossref" : "DBLP:conf\/icassp\/2004", "uri" : "urn:aee0ad9119019b3abc591a77f060d87f", "pages" : "737--740", "date" : "2004", "author" : [ "Kouras, Maria", "Asif, A." ], "ISIPauthor" : [ "Asif, A." ], "Collaborators" : [ "Kouras, Maria" ], "biburl" : "http:\/\/dblp.uni-trier.de\/rec\/bib\/conf\/icassp\/KourasA04", "doi" : "10.1109\/ICASSP.2004.1326650", "timestamp" : "Thu, 24 Apr 2014 01:00:00 +0200", "type" : "Publication", "bibsource" : "dblp computer science bibliography, http:\/\/dblp.org", "year" : "2004", "label" : "Noncausal predictive video codec offering hierarchical QoS", "key" : "DBLP:conf\/icassp\/KourasA04" }, { "url" : "http:\/\/dx.doi.org\/10.1109\/LSP.2015.2396650", "journal" : "IEEE Signal Processing Letters", "pub-type" : "article", "uri" : "urn:3f66ecf806fb7eca04cf3af2477006c3", "pages" : "1283--1287", "date" : "2015", "number" : "9", "author" : [ "Sajjadieh, Mohammad H. S.", "Asif, A." ], "ISIPauthor" : [ "Asif, A." ], "Collaborators" : [ "Sajjadieh, Mohammad H. S." ], "volume" : "22", "biburl" : "http:\/\/dblp.uni-trier.de\/rec\/bib\/journals\/spl\/SajjadiehA15", "doi" : "10.1109\/LSP.2015.2396650", "timestamp" : "Wed, 18 Mar 2015 00:00:00 +0100", "type" : "Publication", "bibsource" : "dblp computer science bibliography, http:\/\/dblp.org", "year" : "2015", "label" : "Compressive Sensing Time Reversal {MIMO} Radar: Joint Direction and Doppler Frequency Estimation", "key" : "DBLP:journals\/spl\/SajjadiehA15" }, { "journal" : "IEEE Signal Processing Letters", "pub-type" : "article", "uri" : "urn:3a7d7bb26282c2bd9e044343979ce0c9", "pages" : "440-444", "date" : "2015-04", "number" : "4", "author" : [ "Mohammadi, A.", "Plataniotis, K. N." ], "ISIPauthor" : [ "Mohammadi, A.", ], "Collaborators" : [ "Plataniotis, K. N." ], "keywords" : "adaptive filters;filtering theory;state estimation;complex-valued Gaussian sum filter;computationally attractive adaptive filter;modified Bayesian learning technique;multiple model adaptive estimation;nonGaussian-noncircular noise;nonlinear filtering;recursive state estimation;second-order statistics;Approximation methods;Bayes methods;Kalman filters;Noise;Noise measurement;Signal processing algorithms;State estimation;Gaussian-sum filter;improper complex Gaussian signals;non-Gaussian noise;nonlinear systems", "volume" : "22", "doi" : "10.1109\/LSP.2014.2361459", "month" : "April", "type" : "Publication", "year" : "2015", "label" : "Complex-Valued Gaussian Sum Filter for Nonlinear Filtering of Non-Gaussian\/Non-Circular Noise", "issn" : "1070-9908", "key" : "6915696" }, { "booktitle" : "Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2011 4th IEEE International Workshop on", "pub-type" : "inproceedings", "uri" : "urn:5d2ab23c0db64a715fd670b31952fec2", "pages" : "285-288", "date" : "2011-12", "author" : [ "Mohammadi, A.", "Asif, A." ], "ISIPauthor" : [ "Mohammadi, A.", "Asif, A." ], "Collaborators" : [ "NA-" ], "keywords" : "approximation theory;channel bank filters;distributed algorithms;particle filtering (numerical methods);sensor fusion;wireless sensor networks;Gaussian approximation;channel filters;consensus-based distributed particle filter;consensus-fusion based distributed approach;distributed estimation algorithms;fusion filters;global posterior density;local filtering distributions;neighbouring nodes;nonlinear nonGaussian tracking;numerical simulations;wireless sensor networks;Computers;Conferences;Distributed databases;Equations;Gaussian approximation;Indexes;Trajectory;Consensus algorithms;Data fusion;Distributed estimation;Multi-sensor tracking;Non-linear systems;Particle filters", "doi" : "10.1109\/CAMSAP.2011.6136005", "month" : "Dec", "type" : "Publication", "year" : "2011", "label" : "A consensus\/fusion based distributed implementation of the particle filter", "key" : "6136005" }, { "booktitle" : "Multitopic Conference, 2009. INMIC 2009. IEEE 13th International", "pub-type" : "inproceedings", "uri" : "urn:aafc6b94807b775b967a41dfa78e0d84", "pages" : "1-5", "date" : "2009-12", "author" : [ "Mohammadi, A.", "Asif, A." ], "ISIPauthor" : [ "Mohammadi, A.", "Asif, A." ], "Collaborators" : [ "NA-" ], "keywords" : "particle filtering (numerical methods);wireless sensor networks;WSN;distributed particle filtering;large scale dynamical systems;power distribution systems;transmission bandwidth;wireless sensor networks;Bandwidth;Distributed computing;Filtering;Large-scale systems;Particle filters;Particle measurements;Power distribution;Power measurement;Testing;Wireless sensor networks;Bayesian Estimation;Distributed Implementation;Kalman filtering;Large Scale Dynamical Systems;Particle filtering", "doi" : "10.1109\/INMIC.2009.5383084", "month" : "Dec", "type" : "Publication", "year" : "2009", "label" : "Distributed particle filtering for large scale dynamical systems", "key" : "5383084" }, { "booktitle" : "Global Communications Conference (GLOBECOM), 2012 IEEE", "pub-type" : "inproceedings", "uri" : "urn:c9581e9eb0b89213013a936759167954", "pages" : "3905-3911", "date" : "2012-12", "author" : [ "Mohammadi, A.", "Asif, A." ], "ISIPauthor" : [ "Mohammadi, A.", "Asif, A." ], "Collaborators" : [ "NA-" ], "keywords" : "Monte Carlo methods;distributed sensors;nonlinear estimation;parameter estimation;reduced order systems;Monte Carlo simulations;centralized estimation;distributed PCRLB;large-scale physical systems;limited spatial observability;multidimensional physical systems;posterior Cramer Rao lower bound;reduced-order linear distributed estimation;reduced-order nonlinear distributed estimation;reduced-order systems;sensor networks;theoretical performance bounds;Distributed estimation;Large-scale systems;Posterior Cramer-Rao Lower Bounds;Sensor networks", "doi" : "10.1109\/GLOCOM.2012.6503726", "month" : "Dec", "type" : "Publication", "year" : "2012", "label" : "Theoretical performance bounds for reduced-order linear and nonlinear distributed estimation", "issn" : "1930-529X", "key" : "6503726" }, { "booktitle" : "Information Fusion (FUSION), 2013 16th International Conference on", "pub-type" : "inproceedings", "uri" : "urn:31c6c276132e5728c961148471ef9767", "pages" : "953-960", "date" : "2013-07", "author" : [ "Zhong, X.", "Mohammadi, A.", "Wang, W.", "Premkumar, A.B.", "Asif, A." ], "ISIPauthor" : [ "Mohammadi, A.", "Asif, A." ], "Collaborators" : [ "Zhong, X.", "Wang, W.", "Premkumar, A.B." ], "keywords" : "Kalman filters;acoustic signal processing;higher order statistics;microphones;particle filtering (numerical methods);reverberation;synchronisation;time-of-arrival estimation;TDOA;acoustic source tracking;centralized sequential importance sampling;consensus filter;distributed particle filtering;extended Kalman filter;neighboring nodes;pairwise synchronous microphone network;reverberant environment;second order statistics;source localization;source positions;time-delay of arrival estimation;Acoustic measurements;Acoustics;Atmospheric measurements;Estimation;Microphones;Particle measurements;Trajectory;Acoustic source tracking;consensus filter;extended Kalman particle filtering;reverberant environment;time-delay of arrival", "month" : "July", "type" : "Publication", "year" : "2013", "label" : "Acoustic source tracking in a reverberant environment using a pairwise synchronous microphone network", "key" : "6641097" }, { "url" : "http:\/\/dx.doi.org\/10.1109\/76.486419", "journal" : "IEEE Transactions on Circuits and Systems for Video Technology", "pub-type" : "article", "uri" : "urn:bb1dae0eb39c70eddfb79a4d5c169e1f", "pages" : "42--55", "date" : "1996", "number" : "1", "author" : [ "Asif, A.", "Moura, Jose M. F." ], "ISIPauthor" : [ "Asif, A." ], "Collaborators" : [ "Moura, Jose M. F." ], "volume" : "6", "biburl" : "http:\/\/dblp.uni-trier.de\/rec\/bib\/journals\/tcsv\/AsifM96", "doi" : "10.1109\/76.486419", "timestamp" : "Fri, 22 Jun 2012 01:00:00 +0200", "type" : "Publication", "bibsource" : "dblp computer science bibliography, http:\/\/dblp.org", "year" : "1996", "label" : "Image codec by noncausal prediction, residual mean removal, and cascaded {VQ}", "key" : "DBLP:journals\/tcsv\/AsifM96" }, { "url" : "http:\/\/dx.doi.org\/10.1109\/ICASSP.2000.862055", "booktitle" : "IEEE International Conference on Acoustics, Speech, and Signal Processing. {ICASSP} 2000, 5-9 June, 2000, Hilton Hotel and Convention Center, Istanbul, Turkey", "pub-type" : "inproceedings", "crossref" : "DBLP:conf\/icassp\/2000", "uri" : "urn:08bbd697bbab67cbd72856e799d839a7", "pages" : "608--611", "date" : "2000", "author" : [ "Asif, A.", "Moura, Jose M. 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