Ratnesh Kumar

Title(s):

Barbara and James R. Palmer Professorship in Electrical and Computer Engineering

Office

3217 Coover
2520 Osborn Dr.
Ames, IA 500111046

Information

Home Page

Education

Ph.D., Electrical and Computer Engineering, University of Texas at Austin (1991)

M.S., Electrical and Computer Engineering, University of Texas at Austin (1989)

B.Tech, Electrical Engineering, Indian Institute of Technology, Kanpur, India (1987)

Research Areas

Core Area(s): Systems and controls, microelectronics and photonics, computing and networking systems, electric power and energy systems, software systems

Department’s Strategic Area(s): Data, Decisions, Networks & Autonomy; Cyber Infrastructure; Bioengineering; Energy Infrastructure; Materials, Devices and Circuits

Publications

Google Scholar Profile: https://scholar.google.com/citations?user=U_M5O3cAAAAJ&hl=en

  • Kundu, S. Tabassum, R. A. Kumar, E. Dale Abel, and R. Kumar. “Plasmonic optical fiber based continuous in-vivo glucose monitoring for ICU/CCU setup”. In: IEEE Transactions on NanoBioscience (2023). issn: 1558-2639. doi: 10.1109/TNB.2023.3303345
  • R. Hossain and R. Kumar. “Machine Learning Accelerated Real-Time Model Predictive Control for Power Systems”. In: IEEE/CAA Journal of Automatica Sinica 10.4 (2023), pp. 916– 930. doi: 10.1109/JAS.2023.123135
  • Pathak and R. Kumar. “Synchronous Pre-biasing of Triboelectric Nanogenerator for Enhanced Energy Extraction”. In: IEEE Transactions on Power Electronics (2022), pp. 1–1. issn: 1941-0107. doi: 10.1109/TPEL.2022.3169733
  • Talukder and R. Kumar, “Resilience Indices for Power/Cyberphysical Systems”, IEEE Transactions on Systems, Man and Cybernetics: Systems, volume 51, number 4, pages 2159 – 2172, March 2021.
  • Sensing methodologies in agriculture for soil moisture and nutrient monitoring”, IEEE Access, volume 18, Pages: 14095 – 14121, Jan 2021
  • Bhar, R. Kumar, Z. Qi, and R. Malone, “Coordinate Descent based Agriculture model calibration and Optimized Input Management”, Computers and Electronics in Agriculture, vol. 172, May 2020.
  • Al-Ghazo, M. Ibrahim, H. Ren, and R. Kumar, “A2G2V: Automatic Attack Graph Generation and Visualization and its Applications to Computer and SCADA Networks”, IEEE T. Systems, Man, and Cybernetics: Systems, May 2019.
  • Wu, V. Swaminathan, and R. Kumar, “Matrix Completion with Gaussian Models using EM Algorithm”, Journal of Communications, 12(3), pages 180-186, 2017.
  • Ren, J. Huang, S. Jiang and R. Kumar, “Verification using counterexample fragment based specification relaxation: Case of modular/concurrent linear hybrid automata”, IET Cyber Physical Systems: Theory and Applications, 2(2), pp. 65-74, Jul. 2017.
  • Sahota and R. Kumar, “Maximum likelihood based sensor node localization using received signal strength measurements in multiple physical media”, IEEE Systems Journal, May 2016.

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