| # | Title | Journal | Year | Citations |
|---|
| 1 | A new look at the statistical model identification | IEEE Transactions on Automatic Control | 1974 | 39,174 |
| 2 | Gradient-based learning applied to document recognition | Proceedings of the IEEE | 1998 | 33,500 |
| 3 | A tutorial on hidden Markov models and selected applications in speech recognition | Proceedings of the IEEE | 1989 | 16,145 |
| 4 | Electronics and optoelectronics of two-dimensional transition metal dichalcogenides | Nature Nanotechnology | 2012 | 13,346 |
| 5 | Recent advances in magnetic structure determination by neutron powder diffraction | Physica B: Condensed Matter | 1993 | 13,003 |
| 6 | Single-layer MoS2 transistors | Nature Nanotechnology | 2011 | 12,612 |
| 7 | A simple transmit diversity technique for wireless communications | IEEE Journal on Selected Areas in Communications | 1998 | 10,560 |
| 8 | Numerical solution of initial boundary value problems involving maxwell's equations in isotropic media | IEEE Transactions on Antennas and Propagation | 1966 | 10,337 |
| 9 | Consensus Problems in Networks of Agents With Switching Topology and Time-Delays | IEEE Transactions on Automatic Control | 2004 | 10,205 |
| 10 | Cognitive radio: brain-empowered wireless communications | IEEE Journal on Selected Areas in Communications | 2005 | 9,851 |
| 11 | Ant system: optimization by a colony of cooperating agents | IEEE Transactions on Systems, Man, and Cybernetics | 1996 | 8,864 |
| 12 | A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking | IEEE Transactions on Signal Processing | 2002 | 8,786 |
| 13 | Processable aqueous dispersions of graphene nanosheets | Nature Nanotechnology | 2008 | 8,393 |
| 14 | An application-specific protocol architecture for wireless microsensor networks | IEEE Transactions on Wireless Communications | 2002 | 8,330 |
| 15 | Petri nets: Properties, analysis and applications | Proceedings of the IEEE | 1989 | 8,120 |
| 16 | Consensus and Cooperation in Networked Multi-Agent Systems | Proceedings of the IEEE | 2007 | 8,050 |
| 17 | An Introduction To Compressive Sampling | IEEE Signal Processing Magazine | 2008 | 7,855 |
| 18 | Sensitive measurement of optical nonlinearities using a single beam | IEEE Journal of Quantum Electronics | 1990 | 7,729 |
| 19 | $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation | IEEE Transactions on Signal Processing | 2006 | 7,696 |
| 20 | Nanocarriers as an emerging platform for cancer therapy | Nature Nanotechnology | 2007 | 7,469 |
| 21 | Roll-to-roll production of 30-inch graphene films for transparent electrodes | Nature Nanotechnology | 2010 | 7,294 |
| 22 | Magnetism from conductors and enhanced nonlinear phenomena | IEEE Transactions on Microwave Theory and Techniques | 1999 | 7,290 |
| 23 | Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups | IEEE Signal Processing Magazine | 2012 | 7,242 |
| 24 | Matching pursuits with time-frequency dictionaries | IEEE Transactions on Signal Processing | 1993 | 7,131 |
| 25 | Black phosphorus field-effect transistors | Nature Nanotechnology | 2014 | 7,071 |
| 26 | Performance analysis of the IEEE 802.11 distributed coordination function | IEEE Journal on Selected Areas in Communications | 2000 | 6,970 |
| 27 | Coordination of groups of mobile autonomous agents using nearest neighbor rules | IEEE Transactions on Automatic Control | 2003 | 6,789 |
| 28 | Constrained model predictive control: Stability and optimality | Automatica | 2000 | 6,750 |
| 29 | Independent component analysis, A new concept? | Signal Processing | 1994 | 6,637 |
| 30 | What Will 5G Be? | IEEE Journal on Selected Areas in Communications | 2014 | 6,564 |
| 31 | The self-organizing map | Proceedings of the IEEE | 1990 | 6,345 |
| 32 | An Algorithm for Vector Quantizer Design | IEEE Transactions on Communications | 1980 | 6,205 |
| 33 | Overview of the High Efficiency Video Coding (HEVC) Standard | IEEE Transactions on Circuits and Systems for Video Technology | 2012 | 6,172 |
| 34 | Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! | IEEE Access | 2013 | 6,075 |
| 35 | Chemical methods for the production of graphenes | Nature Nanotechnology | 2009 | 6,035 |
| 36 | Overview of the H.264/AVC video coding standard | IEEE Transactions on Circuits and Systems for Video Technology | 2003 | 5,916 |
| 37 | High-performance lithium battery anodes using silicon nanowires | Nature Nanotechnology | 2008 | 5,860 |
| 38 | Bidirectional recurrent neural networks | IEEE Transactions on Signal Processing | 1997 | 5,825 |
| 39 | Boron nitride substrates for high-quality graphene electronics | Nature Nanotechnology | 2010 | 5,794 |
| 40 | Raman spectroscopy as a versatile tool for studying the properties of graphene | Nature Nanotechnology | 2013 | 5,652 |
| 41 | Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications | IEEE Communications Surveys and Tutorials | 2015 | 5,614 |
| 42 | On the use of windows for harmonic analysis with the discrete Fourier transform | Proceedings of the IEEE | 1978 | 5,507 |
| 43 | User cooperation diversity-part I: system description | IEEE Transactions on Communications | 2003 | 5,486 |
| 44 | Vision meets robotics: The KITTI dataset | International Journal of Robotics Research | 2013 | 5,483 |
| 45 | A survey on Image Data Augmentation for Deep Learning | Journal of Big Data | 2019 | 5,470 |
| 46 | The bactericidal effect of silver nanoparticles | Nanotechnology | 2005 | 5,457 |
| 47 | High-yield production of graphene by liquid-phase exfoliation of graphite | Nature Nanotechnology | 2008 | 5,431 |
| 48 | Consensus seeking in multiagent systems under dynamically changing interaction topologies | IEEE Transactions on Automatic Control | 2005 | 5,418 |
| 49 | Image registration methods: a survey | Image and Vision Computing | 2003 | 5,318 |
| 50 | Multilevel inverters: a survey of topologies, controls, and applications | IEEE Transactions on Industrial Electronics | 2002 | 5,307 |
| 51 | Intrinsic peroxidase-like activity of ferromagnetic nanoparticles | Nature Nanotechnology | 2007 | 5,080 |
| 52 | Real-Time Obstacle Avoidance for Manipulators and Mobile Robots | International Journal of Robotics Research | 1986 | 5,055 |
| 53 | Massive MIMO for next generation wireless systems | IEEE Communications Magazine | 2014 | 5,006 |
| 54 | State-space solutions to standard H/sub 2/ and H/sub infinity / control problems | IEEE Transactions on Automatic Control | 1989 | 5,001 |
| 55 | Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas | IEEE Transactions on Wireless Communications | 2010 | 4,939 |
| 56 | Layered space-time architecture for wireless communication in a fading environment when using multi-element antennas | Bell Labs Technical Journal | 2002 | 4,903 |
| 57 | Geant4 developments and applications | IEEE Transactions on Nuclear Science | 2006 | 4,869 |
| 58 | Unscented Filtering and Nonlinear Estimation | Proceedings of the IEEE | 2004 | 4,841 |
| 59 | MATPOWER: Steady-State Operations, Planning, and Analysis Tools for Power Systems Research and Education | IEEE Transactions on Power Systems | 2011 | 4,823 |
| 60 | Graphene transistors | Nature Nanotechnology | 2010 | 4,822 |
| 61 | Modeling by shortest data description | Automatica | 1978 | 4,818 |
| 62 | Surface plasmon resonance sensors: review | Sensors and Actuators B: Chemical | 1999 | 4,817 |
| 63 | Reviving the lithium metal anode for high-energy batteries | Nature Nanotechnology | 2017 | 4,804 |
| 64 | Random early detection gateways for congestion avoidance | IEEE/ACM Transactions on Networking | 1993 | 4,798 |
| 65 | High-resolution frequency-wavenumber spectrum analysis | Proceedings of the IEEE | 1969 | 4,731 |
| 66 | Variational Mode Decomposition | IEEE Transactions on Signal Processing | 2014 | 4,691 |
| 67 | A review on buildings energy consumption information | Energy and Buildings | 2008 | 4,675 |
| 68 | A universal image quality index | IEEE Signal Processing Letters | 2002 | 4,638 |
| 69 | From PID to Active Disturbance Rejection Control | IEEE Transactions on Industrial Electronics | 2009 | 4,594 |
| 70 | ORB-SLAM: A Versatile and Accurate Monocular SLAM System | IEEE Transactions on Robotics | 2015 | 4,585 |
| 71 | Extreme Learning Machine for Regression and Multiclass Classification | IEEE Transactions on Systems, Man, and Cybernetics | 2012 | 4,557 |
| 72 | Pattern Recognition and Machine Learning | Journal of Electronic Imaging | 2007 | 4,440 |
| 73 | Variable structure systems with sliding modes | IEEE Transactions on Automatic Control | 1977 | 4,421 |
| 74 | A new, fast, and efficient image codec based on set partitioning in hierarchical trees | IEEE Transactions on Circuits and Systems for Video Technology | 1996 | 4,408 |
| 75 | Communication in the Presence of Noise | Proceedings of the IEEE | 1949 | 4,376 |
| 76 | Comparison of quantum and semiclassical radiation theories with application to the beam maser | Proceedings of the IEEE | 1963 | 4,370 |
| 77 | Lithium batteries: Status, prospects and future | Journal of Power Sources | 2010 | 4,343 |
| 78 | Statistical and structural approaches to texture | Proceedings of the IEEE | 1979 | 4,339 |
| 79 | The viterbi algorithm | Proceedings of the IEEE | 1973 | 4,336 |
| 80 | Probabilistic roadmaps for path planning in high-dimensional configuration spaces | IEEE Transactions on Automation Science and Engineering | 1996 | 4,281 |
| 81 | Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays | IEEE Signal Processing Magazine | 2013 | 4,222 |
| 82 | Principal component analysis in linear systems: Controllability, observability, and model reduction | IEEE Transactions on Automatic Control | 1981 | 4,203 |
| 83 | Ultrasensitive photodetectors based on monolayer MoS2 | Nature Nanotechnology | 2013 | 4,202 |
| 84 | A Method for the Construction of Minimum-Redundancy Codes | Proceedings of the IEEE | 1952 | 4,174 |
| 85 | A New Neutral-Point-Clamped PWM Inverter | IEEE Transactions on Industry Applications | 1981 | 4,167 |
| 86 | Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques | IEEE Transactions on Energy Conversion | 2007 | 4,139 |
| 87 | Overview of Control and Grid Synchronization for Distributed Power Generation Systems | IEEE Transactions on Industrial Electronics | 2006 | 4,082 |
| 88 | Large-area ultrathin films of reduced graphene oxide as a transparent and flexible electronic material | Nature Nanotechnology | 2008 | 4,057 |
| 89 | On the self-similar nature of Ethernet traffic (extended version) | IEEE/ACM Transactions on Networking | 1994 | 4,026 |
| 90 | Flocking for Multi-Agent Dynamic Systems: Algorithms and Theory | IEEE Transactions on Automatic Control | 2006 | 4,012 |
| 91 | Embedded image coding using zerotrees of wavelet coefficients | IEEE Transactions on Signal Processing | 1993 | 3,992 |
| 92 | ORB-SLAM2: An Open-Source SLAM System for Monocular, Stereo, and RGB-D Cameras | IEEE Transactions on Robotics | 2017 | 3,975 |
| 93 | A survey of industrial model predictive control technology | Control Engineering Practice | 2003 | 3,949 |
| 94 | A survey of spectrum sensing algorithms for cognitive radio applications | IEEE Communications Surveys and Tutorials | 2009 | 3,828 |
| 95 | Information Flow and Cooperative Control of Vehicle Formations | IEEE Transactions on Automatic Control | 2004 | 3,823 |
| 96 | Hierarchical Control of Droop-Controlled AC and DC Microgrids—A General Approach Toward Standardization | IEEE Transactions on Industrial Electronics | 2011 | 3,811 |
| 97 | Internet of Things in Industries: A Survey | IEEE Transactions on Industrial Informatics | 2014 | 3,788 |
| 98 | High-performance heat sinking for VLSI | IEEE Electron Device Letters | 1981 | 3,773 |
| 99 | Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks | IEEE Signal Processing Letters | 2016 | 3,770 |
| 100 | Five disruptive technology directions for 5G | IEEE Communications Magazine | 2014 | 3,763 |
