Most cited papers in Distributed Sensor Networks and Detection Algorithms
What are the most cited papers in Distributed Sensor Networks and Detection Algorithms?
The most cited paper in Distributed Sensor Networks and Detection Algorithms is "Decoding by Linear Programming" (Emmanuel J. Candès, Terence Tao, 2005), with 7,371 citations. Next come "A survey of spectrum sensing algorithms for cognitive radio applications" (4,827) and "Cubature Kalman Filters" (3,395).
Showing 50 of 98 papers. Every paper with more than 613 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Decoding by Linear Programming Emmanuel J. Candès, Terence Tao · IEEE Transactions on Information Theory | 22 Nov 2005 | 7,371 |
| 2 | A survey of spectrum sensing algorithms for cognitive radio applications Tevfik Yucek, Hüseyin Arslan · IEEE Communications Surveys & Tutorials | 2009 | 4,827 |
| 3 | Cubature Kalman Filters Ienkaran Arasaratnam, S. Haykin · IEEE Transactions on Automatic Control | 27 May 2009 | 3,395 |
| 4 | Sensing-Throughput Tradeoff for Cognitive Radio Networks Ying‐Chang Liang, Yonghong Zeng, Edward Chu Yeow Peh et al. · IEEE Transactions on Wireless Communications | Apr 2008 | 3,018 |
| 5 | Implementation issues in spectrum sensing for cognitive radios Danijela Branislav Čabrić, Shridhar Mubaraq Mishra, R.W. Brodersen | 31 Mar 2005 | 2,602 |
| 6 | Kalman Filtering With Intermittent Observations Bruno Sinopoli, Luca Schenato, Massimo Franceschetti et al. · IEEE Transactions on Automatic Control | Sep 2004 | 2,552 |
| 7 | Message-passing algorithms for compressed sensing David L. Donoho, Arian Maleki, Andrea Montanari · Proceedings of the National Academy of Sciences | 26 Oct 2009 | 2,526 |
| 8 | A Simple Proof of the Restricted Isometry Property for Random Matrices Richard G. Baraniuk, Mark A. Davenport, Ronald DeVore et al. · Constructive Approximation | 14 Jan 2008 | 2,464 |
| 9 | Bayesian Compressive Sensing Shihao Ji, Ya Xue, Lawrence Carin · IEEE Transactions on Signal Processing | 21 May 2008 | 2,432 |
| 10 | Multitarget bayes filtering via first-order multitarget moments Ronald Mahler · IEEE Transactions on Aerospace and Electronic Systems | Oct 2003 | 2,262 |
| 11 | The Power of Convex Relaxation: Near-Optimal Matrix Completion Emmanuel J. Candès, Terence Tao · IEEE Transactions on Information Theory | 26 Apr 2010 | 2,163 |
| 12 | Secret key agreement by public discussion from common information Ueli M. Maurer · IEEE Transactions on Information Theory | May 1993 | 2,079 |
| 13 | The Gaussian Mixture Probability Hypothesis Density Filter Ba‐Ngu Vo, Wing‐Kin Ma · IEEE Transactions on Signal Processing | 18 Oct 2006 | 1,952 |
| 14 | A Consistent Metric for Performance Evaluation of Multi-Object Filters Dominic Schuhmacher, Ba-Tuong Vo, Ba‐Ngu Vo · IEEE Transactions on Signal Processing | 24 Jul 2008 | 1,900 |
| 15 | INADMISSIBILITY OF THE USUAL ESTIMATOR FOR THE MEAN OF A MULTIVARIATE NORMAL DISTRIBUTION Charles Michael Stein | 31 Dec 1956 | 1,887 |
| 16 | The Divergence and Bhattacharyya Distance Measures in Signal Selection T. Kailath · IRE Transactions on Communications Systems | Feb 1967 | 1,884 |
| 17 | Cooperative spectrum sensing in cognitive radio networks: A survey Ian Fuat Akyildiz, Brandon F. Lo, Ravikumar Balakrishnan · Physical Communication | 20 Dec 2010 | 1,838 |
| 18 | Collaborative spectrum sensing for opportunistic access in fading environments Amir Ghasemi, Elvino Silveira Sousa | 10 Dec 2005 | 1,800 |
| 19 | Sparse Bayesian Learning for Basis Selection David Wipf, Bhaskar D. Rao · IEEE Transactions on Signal Processing | 20 Jul 2004 | 1,574 |
| 20 | Maintaining Sensing Coverage and Connectivity in Large Sensor Networks Honghai Zhang, Jennifer C. Hou · Auerbach Publications eBooks | 8 Aug 2005 | 1,506 |
| 21 | Challenges of Big Data analysis Jianqing Fan, Fang Han, Han Liu · National Science Review | 5 Feb 2014 | 1,500 |
| 22 | Foundations of Control and Estimation Over Lossy Networks Luca Schenato, Bruno Sinopoli, Massimo Franceschetti et al. · Proceedings of the IEEE | 2007 | 1,447 |
| 23 | Convex multi-task feature learning Andreas A. Argyriou, Theodoros Evgeniou, Massimiliano Pontil · Machine Learning | 8 Jan 2008 | 1,384 |
| 24 | Sensor Selection via Convex Optimization Shashank V. Joshi, Stephen Boyd · IEEE Transactions on Signal Processing | 6 Nov 2008 | 1,345 |
| 25 | Mutual Information and Minimum Mean-Square Error in Gaussian Channels Dongning Guo, Shlomo Shitz Shamai, Sergio Verdú · IEEE Transactions on Information Theory | Apr 2005 | 1,255 |
| 26 | Nonlinear Bayesian estimation using Gaussian sum approximations DANIEL L. ALSPACH, Harold W. Sorenson · IEEE Transactions on Automatic Control | Aug 1972 | 1,248 |
| 27 | A scheme for robust distributed sensor fusion based on average consensus Lin Xiao, Stephen Boyd, Sanjay Lall | 24 Apr 2005 | 1,208 |
| 28 | Interacting multiple model methods in target tracking: a survey E. Mazor, Amir Z. Averbuch, Yaakov Bar‐Shalom et al. · IEEE Transactions on Aerospace and Electronic Systems | 1998 | 1,187 |
| 29 | A unified framework for high-dimensional analysis of M-estimators with decomposable regularizers Sahand N. Negahban | 2011 | 1,172 |
| 30 | Optimal Data Fusion in Multiple Sensor Detection Systems Z. Chair, Pramod K. Varshney · IEEE Transactions on Aerospace and Electronic Systems | 1986 | 1,140 |
| 31 | Diffusion Least-Mean Squares Over Adaptive Networks: Formulation and Performance Analysis Cassio Guimaraes Lopes, Ali H. Sayed · IEEE Transactions on Signal Processing | 16 Jun 2008 | 1,128 |
| 32 | Spectrum Sensing for Cognitive Radio : State-of-the-Art and Recent Advances Erik Axell, Geert J. T. Leus, Erik G. Larsson et al. · IEEE Signal Processing Magazine | 13 Apr 2012 | 1,126 |
| 33 | Detection theory: A user's guide, 2nd ed. Neil A. Macmillan, C. Douglas Creelman | 2005 | 1,123 |
| 34 | On the energy detection of unknown signals over fading channels Fadel F. Digham, Mohamed‐Slim Alouini, M.K. Simon | 30 Mar 2004 | 1,114 |
| 35 | A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise H. J. Kushner · Journal of Basic Engineering | Mar 1964 | 1,111 |
| 36 | Distributed detection with multiple sensors I. Fundamentals R. Viswanathan, Pramod K. Varshney · Proceedings of the IEEE | 1997 | 1,084 |
| 37 | Optimal Linear Cooperation for Spectrum Sensing in Cognitive Radio Networks Zhi Quan, Shuguang Robert Cui, Ali H. Sayed · IEEE Journal of Selected Topics in Signal Processing | Feb 2008 | 1,046 |
| 38 | Model-Driven Data Acquisition in Sensor Networks Amol Deshpande, Carlos Guestrin, Samuel R. Madden et al. · Elsevier eBooks | 2004 | 1,046 |
| 39 | Distributed Kalman Filter with Embedded Consensus Filters Reza Olfati‐Saber | 4 Oct 2006 | 1,034 |
| 40 | Stochastic Approximation Algorithms and Applications Anatolii A. Puhalskii, Harold J. Kushner, Gang George Yin · Journal of the American Statistical Association | Sep 1998 | 1,026 |
| 41 | On the design and quantification of privacy preserving data mining algorithms Dakshi Agrawal, Charų C. Aggarwal | May 2001 | 1,019 |
| 42 | Mobile positioning using wireless networks: possibilities and fundamental limitations based on available wireless network measurements Fredrik Gustafsson, Fredrik Gunnarsson · IEEE Signal Processing Magazine | 28 Jun 2005 | 1,003 |
| 43 | Consensus Filters for Sensor Networks and Distributed Sensor Fusion Reza Olfati‐Saber, Jeff S. Shamma | 4 Oct 2006 | 996 |
| 44 | Limits of Reliable Communication with Low Probability of Detection on AWGN Channels Boulat A. Bash, Dennis Goeckel, Don Towsley · IEEE Journal on Selected Areas in Communications | 23 Aug 2013 | 995 |
| 45 | Energy-efficient target coverage in wireless sensor networks Mihaela Cardei, My T. Thai, Yingshu Li et al. | 24 Aug 2005 | 989 |
| 46 | Particle Filtering Petar M. Djurić, Jayesh H. Kotecha, J. Zhang et al. · IEEE Signal Processing Magazine | Sep 2003 | 967 |
| 47 | Approaches to adaptive filtering R.К. Mehra · IEEE Transactions on Automatic Control | Oct 1972 | 957 |
| 48 | Labeled Random Finite Sets and Multi-Object Conjugate Priors Ba-Tuong Vo, Ba‐Ngu Vo · IEEE Transactions on Signal Processing | 24 Apr 2013 | 954 |
| 49 | The effect upon channel capacity in wireless communications of perfect and imperfect knowledge of the channel Muriel Médard · IEEE Transactions on Information Theory | May 2000 | 952 |
| 50 | Regularized estimation of large covariance matrices Peter J. Bickel, Elizaveta Levina · The Annals of Statistics | Feb 2008 | 945 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.