Research Output 1965 2020

Filter
Article
2020

Analysis, Estimation, and Validation of Discrete-Time Epidemic Processes

Pare, P. E., Liu, J., Beck, C. L., Kirwan, B. E. & Basar, T., Jan 2020, In : IEEE Transactions on Control Systems Technology. 28, 1, p. 79-93 15 p., 8488684.

Research output: Contribution to journalArticle

Snow
Asymptotic stability
Computer networks
Agriculture

A swarm-based approach to dynamic coverage control of multi-agent systems

Atınç, G. M., Stipanović, D. M. & Voulgaris, P. G., Feb 2020, In : Automatica. 112, 108637.

Research output: Contribution to journalArticle

Multi agent systems
Collision avoidance
Kinematics

Detecting In-Season Crop Nitrogen Stress of Corn for Field Trials Using UAV- and CubeSat-Based Multispectral Sensing

Cai, Y., Guan, K., Nafziger, E., Chowdhary, G., Peng, B., Jin, Z., Wang, S. & Wang, S., Jan 6 2020, (Accepted/In press) In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. p. 1-14

Research output: Contribution to journalArticle

Open Access
Crops
aircraft
maize
Aircraft
Nitrogen

FFT, FMM, and multigrid on the road to exascale: Performance challenges and opportunities

Ibeid, H., Olson, L. & Gropp, W., Feb 2020, In : Journal of Parallel and Distributed Computing. 136, p. 63-74 12 p.

Research output: Contribution to journalArticle

Multigrid Method
Fast Fourier transforms
Memory Hierarchy
Elliptic PDE
Heterogeneous Systems

Laser-induced non-equilibrium plasma kernel dynamics

Alberti, A., Munafo, A., Koll, M., Nishihara, M., Pantano, C., Freund, J. B., Elliott, G. S. & Panesi, M., Jan 1 2020, In : Journal of Physics D: Applied Physics. 53, 2, 025201.

Research output: Contribution to journalArticle

nonequilibrium plasmas
Ionization
Plasmas
ionization
Lasers

Regular sensitivity computation avoiding chaotic effects in particle-in-cell plasma methods

Chung, S. W., Bond, S. D., Cyr, E. C. & Freund, J. B., Jan 1 2020, In : Journal of Computational Physics. 400, 108969.

Research output: Contribution to journalArticle

Plasma
Plasmas
sensitivity
Cell
cells
direct power generators
valleys
Graphite
Thermoelectric power
Substrates

Stationary edge flames in a wedge with hydrodynamic variable-density interaction

Shields, B., Freund, J. B. & Pantano, C., Jan 2020, In : Combustion and Flame. 211, p. 347-361 15 p.

Research output: Contribution to journalArticle

wedges
flames
Hydrodynamics
hydrodynamics
Thermochemistry

You can't always sketch what you want: Understanding sensemaking in visual query systems

Lee, D. J. L., Lee, J., Siddiqui, T., Kim, J., Karahalios, K. & Parameswaran, A., Jan 2020, In : IEEE Transactions on Visualization and Computer Graphics. 26, 1, p. 1267-1277 11 p., 8807280.

Research output: Contribution to journalArticle

Astronomy
Materials science
Genetics
User centered design
2019

34-GBD linear transimpedance amplifier for 200-Gb/s DP-16-QAM optical coherent receivers

Ahmed, M. G., Huynh, T. N., Williams, C., Wang, Y., Hanumolu, P. K. & Rylyakov, A., Mar 2019, In : IEEE Journal of Solid-State Circuits. 54, 3, p. 834-844 11 p., 8570782.

Research output: Contribution to journalArticle

Optical receivers
Operational amplifiers
Quadrature amplitude modulation
Telecommunication links
Optical communication

A 0.016 mm2 0.26-μ W/MHz 60-240-MHz Digital PLL With Delay-Modulating Clock Buffer in 65 nm CMOS

Zhu, J., Choi, W. S. & Hanumolu, P. K., Aug 2019, In : IEEE Journal of Solid-State Circuits. 54, 8, p. 2186-2194 9 p., 8723106.

Research output: Contribution to journalArticle

Phase locked loops
Clocks
Frequency stability
Relaxation oscillators
Controllers

A 15-Gb/s sub-baud-rate digital CDR

Kim, D., Choi, W. S., Elkholy, A., Kenney, J. & Hanumolu, P. K., Mar 2019, In : IEEE Journal of Solid-State Circuits. 54, 3, p. 685-695 11 p., 8599124.

Research output: Contribution to journalArticle

Clocks
Recovery
Jitter
Clock and data recovery circuits (CDR circuits)
Equalizers

A 2.5-5.75-GHz Ring-Based Injection-Locked Clock Multiplier with Background-Calibrated Reference Frequency Doubler

Elkholy, A., Coombs, D., Nandwana, R. K., Elmallah, A. & Hanumolu, P. K., Jul 2019, In : IEEE Journal of Solid-State Circuits. 54, 7, p. 2049-2058 10 p., 8691469.

Research output: Contribution to journalArticle

Frequency doublers
Clocks
Jitter
Spurious signal noise
Bandwidth

A 6 μ W ±50 ppm/°C ±1500 ppm/V 1.5 MHz RC oscillator using self-regulation

Wang, T., Griffith, D., Ahmed, M. G., Zhu, J., Wei, D., Elkholy, A., Elmallah, A. & Hanumolu, P. K., Aug 2019, In : IEEE Transactions on Circuits and Systems II: Express Briefs. 66, 8, p. 1297-1301 5 p., 8556499.

Research output: Contribution to journalArticle

Electric potential
Relaxation oscillators
Temperature

A big data approach to computational creativity: The curious case of Chef Watson

Varshney, L. R., Pinel, F., Varshney, K. R., Bhattacharjya, D., Schörgendorfer, A. & Chee, Y. M., Jan 1 2019, In : IBM Journal of Research and Development. 63, 1, 8618410.

Research output: Contribution to journalArticle

Artificial intelligence
Learning systems
Big data

A Binning Approach to Quickest Change Detection With Unknown Postchange Distribution

Lau, T. S., Tay, W. P. & Veeravalli, V. V., Feb 1 2019, In : IEEE Transactions on Signal Processing. 67, 3, p. 609-621 13 p., 8537967.

Research output: Contribution to journalArticle

Bins
Statistics
Testing

Accounting for uncertainty in RCCE species selection

Cisneros-Garibay, E., Pantano-Rubino, C. A. & Freund, J., Oct 2019, In : Combustion and Flame. 208, p. 219-234 16 p.

Research output: Contribution to journalArticle

spontaneous combustion
predictions
classifying
Sorting
Kinetic parameters

Adaptive covariance estimation of LiDAR-based positioning errors for UAVs

Shetty, A. & Xingxin Gao, G., Jun 1 2019, In : Navigation, Journal of the Institute of Navigation. 66, 2, p. 463-476 14 p.

Research output: Contribution to journalArticle

Unmanned aerial vehicles (UAV)
Covariance matrix
Electric fuses
Sensors
Position measurement

Adaptive Sequential Stochastic Optimization

Wilson, C., Veeravalli, V. V. & Nedic, A., Feb 2019, In : IEEE Transactions on Automatic Control. 64, 2, p. 496-509 14 p., 8316928.

Research output: Contribution to journalArticle

Trajectories

Adaptive sparse polynomial dimensional decomposition for derivative-based sensitivity

Tang, K., Wang, J. M. & Freund, J., Aug 15 2019, In : Journal of Computational Physics. 391, p. 303-321 19 p.

Research output: Contribution to journalArticle

polynomials
Polynomials
Derivatives
Decomposition
decomposition

A Distributed Architecture for Robust and Optimal Control of DC Microgrids

Baranwal, M., Askarian, A., Salapaka, S. & Salapaka, M., Apr 2019, In : IEEE Transactions on Industrial Electronics. 66, 4, p. 3082-3092 11 p., 8371523.

Research output: Contribution to journalArticle

Communication
Distributed power generation
Control theory
Electric power utilization
Degradation

Adjoint-based sensitivity and ignition threshold mapping in a turbulent mixing layer

Capecelatro, J., Bodony, D. J. & Freund, J., Jan 2 2019, In : Combustion Theory and Modelling. 23, 1, p. 147-179 33 p.

Research output: Contribution to journalArticle

Turbulent Mixing
Mixing Layer
turbulent mixing
Ignition
ignition

A Fast Startup CMOS Crystal Oscillator Using Two-Step Injection

Megawer, K. M., Pal, N., Elkholy, A., Ahmed, M. G., Khashaba, A., Griffith, D. & Hanumolu, P. K., Dec 2019, In : IEEE Journal of Solid-State Circuits. 54, 12, p. 3257-3268 12 p., 8827914.

Research output: Contribution to journalArticle

Crystal resonators
Crystal oscillators
Communication systems
Differential equations
Temperature
Motion estimation
Image coding
Hardware
Data storage equipment
Computational complexity

A mean-field optimal control formulation for global optimization

Zhang, C., Taghvaei, A. & Mehta, P. G., Jan 2019, In : IEEE Transactions on Automatic Control. 64, 1, p. 282-289 8 p., 8353737.

Research output: Contribution to journalArticle

Global optimization
Sampling
Importance sampling

A multilevel sampled-data approach for resilient navigation and control of autonomous systems

Jafarnejadsani, H., Wan, N., Hovakimyan, N. & Voulgaris, P. G., Jan 1 2019, (Accepted/In press) In : International Journal of Robust and Nonlinear Control.

Research output: Contribution to journalArticle

Navigation
Controllers
Fixed wings
Digital computers
Closed loop systems

Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long shortterm memory

Lin, Y. W., Zhou, Y., Faghri, F., Shaw, M. J. & Campbell, R. H., Jan 1 2019, In : PloS one. 14, 7, e0218942.

Research output: Contribution to journalArticle

Open Access
Intensive care units
Recurrent neural networks
artificial intelligence
Short-Term Memory
neural networks

An Energy-Efficient Programmable Mixed-Signal Accelerator for Machine Learning Algorithms

Kang, M., Srivastava, P., Adve, V., Kim, N. S. & Shanbhag, N. R., Sep 1 2019, In : IEEE Micro. 39, 5, p. 64-72 9 p., 8768342.

Research output: Contribution to journalArticle

High level languages
Learning algorithms
Particle accelerators
Energy efficiency
Learning systems

A new implementation for online calculation of manipulator Jacobian

Chembrammel, P. & Kesavadas, T., Feb 2019, In : PloS one. 14, 2, e0212018.

Research output: Contribution to journalArticle

Open Access
robots
Manipulators
Robots
Differentiation (calculus)
Derivatives

An Improved Algorithm for Drift Diffusion Transport and Its Application on Large Scale Parallel Simulation of Resistive Random Access Memory Arrays

Wang, D. W., Chen, W., Zhao, W. S., Zhu, G. D., Zhao, Z. G., Schutt-Aine, J. E. & Yin, W. Y., Jan 1 2019, In : IEEE Access. 7, p. 31273-31285 13 p., 8656503.

Research output: Contribution to journalArticle

Open Access
Simulators
Data storage equipment
Domain decomposition methods
Supercomputers
Reliability analysis

An LP approach for solving two-player zero-sum repeated Bayesian games

Li, L., Langbort, C. & Shamma, J., Sep 2019, In : IEEE Transactions on Automatic Control. 64, 9, p. 3716-3731 16 p., 8567999.

Research output: Contribution to journalArticle

Statistics

Approximate Nash equilibria in partially observed stochastic games with mean-field interactions

Saldi, N., Başar, T. & Raginsky, M., Jan 1 2019, In : Mathematics of Operations Research. 44, 3, p. 1006-1033 28 p.

Research output: Contribution to journalArticle

Stochastic Games
Nash Equilibrium
Mean Field
Game
Interaction

Are Run-Length Limited Codes Suitable for Simultaneous Energy and Information Transfer?

Tandon, A., Motani, M. & Varshney, L. R., Dec 2019, In : IEEE Transactions on Green Communications and Networking. 3, 4, p. 988-996 9 p., 8725549.

Research output: Contribution to journalArticle

Outages
Data recording
Energy harvesting
Decoding
DNA

ASAP: Accelerated Short-Read Alignment on Programmable Hardware

Banerjee, S. S., El-Hadedy, M., Lim, J. B., Kalbarczyk, Z. T., Chen, D., Lumetta, S. S. & Iyer, R. K., Mar 1 2019, In : IEEE Transactions on Computers. 68, 3, p. 331-346 16 p., 8490591.

Research output: Contribution to journalArticle

Alignment
Edit Distance
Hardware
kernel
Field Programmable Gate Array
Heterogeneous Agents
Stability Analysis
Dependent
Opinion Dynamics
Social Sciences
Transfer functions
Feedback

Assertion Ranking using RTL Source Code Analysis

Pal, D., Offenberger, S. & Vasudevan, S., Jan 1 2019, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Research output: Contribution to journalArticle

Directed graphs

Assessing and Mitigating Impact of Time Delay Attack: Case Studies for Power Grid Controls

Lou, X., Tran, C., Tan, R., Yau, D. K. Y., Kalbarczyk, Z. T., Banerjee, A. K. & Ganesh, P., Jan 1 2019, (Accepted/In press) In : IEEE Journal on Selected Areas in Communications.

Research output: Contribution to journalArticle

Time delay
Learning systems
Power plants
Tuning
Control systems

Automatic curation of sports highlights using multimodal excitement features

Merler, M., Mac, K. N. C., Joshi, D., Nguyen, Q. B., Hammer, S., Kent, J., Xiong, J., Do, M. N., Smith, J. R. & Feris, R. S., May 2019, In : IEEE Transactions on Multimedia. 21, 5, p. 1147-1160 14 p., 8491305.

Research output: Contribution to journalArticle

Reels
Sports
Electric fuses
Metadata
Classifiers

Base transport factor and frequency response of transistor lasers

Li, Y. & Leburton, J. P., Oct 21 2019, In : Journal of Applied Physics. 126, 15, 153103.

Research output: Contribution to journalArticle

Open Access
frequency response
transistors
quantum wells
lasers
bipolar transistors

BGP with BGPsec: Attacks and Countermeasures

Li, Q., Liu, J., Hu, Y. C., Xu, M. & Wu, J., Jul 1 2019, In : IEEE Network. 33, 4, p. 194-200 7 p., 8594708.

Research output: Contribution to journalArticle

Network protocols
Internet

Binodal, wireless epidermal electronic systems with in-sensor analytics for neonatal intensive care

Chung, H. U., Kim, B. H., Lee, J. Y., Lee, J., Xie, Z., Ibler, E. M., Lee, K. H., Banks, A., Jeong, J. Y., Kim, J., Ogle, C., Grande, D., Yu, Y., Jang, H., Assem, P., Ryu, D., Kwak, J. W., Namkoong, M., Park, J. B., Lee, Y. & 25 others, Kim, D. H., Ryu, A., Jeong, J., You, K., Ji, B., Liu, Z., Huo, Q., Feng, X., Deng, Y., Xu, Y., Jang, K. I., Kim, J., Zhang, Y., Ghaffari, R., Rand, C. M., Schau, M., Hamvas, A., Weese-Mayer, D. E., Huang, Y., Lee, S. M., Lee, C. H., Shanbhag, N. R., Paller, A. S., Xu, S. & Rogers, J. A., Jan 1 2019, In : Science. 363, 6430

Research output: Contribution to journalArticle

Open Access
Neonatal Intensive Care
Neonatal Intensive Care Units
Skin
Vital Signs
Diagnostic Imaging

Blind Gain and Phase Calibration via Sparse Spectral Methods

Li, Y., Lee, K. & Bresler, Y., May 2019, In : IEEE Transactions on Information Theory. 65, 5, p. 3097-3123 27 p., 8550743.

Research output: Contribution to journalArticle

Calibration
regime
Sensor arrays
Synthetic aperture radar
Inverse problems

Boosted Spin Channel Networks for Energy-Efficient Inference

Patil, A. D., Manipatruni, S., Nikonov, D. E., Young, I. A. & Shanbhag, N. R., Jun 2019, In : IEEE Journal on Exploratory Solid-State Computational Devices and Circuits. 5, 1, p. 34-42 9 p., 8631185.

Research output: Contribution to journalArticle

Adaptive boosting
Silicon
Energy efficiency
Electronic equipment

Bounding multivariate trigonometric polynomials

Pfister, L. & Bresler, Y., Feb 1 2019, In : IEEE Transactions on Signal Processing. 67, 3, p. 700-707 8 p., 8552451.

Research output: Contribution to journalArticle

Polynomials
Control theory

Branching, spatial periodicity, and confluence of plasma waves propagating in planar micro-dielectric barrier discharge devices

Wang, Y., Zhou, X., Ma, X., Zhang, X., Liu, C., Liu, D., Park, S. J. & Eden, J. G., Sep 4 2019, In : Plasma Sources Science and Technology. 28, 9, 09LT01.

Research output: Contribution to journalArticle

plasma waves
periodic variations
microplasmas
wave packets
ionization

Broadband, Tunable, Miniaturized Vibration Energy Harvester Using Nonlinear Elastomer Beams and Stretchable Interconnects

Yang, Z., Ismail, N., Son, C. H., Ferreira, P. M. & Kim, S., Dec 1 2019, In : Advanced Materials Technologies. 4, 12, 1900783.

Research output: Contribution to journalArticle

Elastomers
Harvesters
Energy harvesting
Natural frequencies
Silicon

Characterizing Fatty Liver in vivo in Rabbits, Using Quantitative Ultrasound

Nguyen, T. N., Podkowa, A. S., Tam, A. Y., Arnold, E. C., Miller, R. J., Park, T. H., Do, M. N. & Oelze, M. L., Aug 2019, In : Ultrasound in Medicine and Biology. 45, 8, p. 2049-2062 14 p.

Research output: Contribution to journalArticle

rabbits
Fatty Liver
liver
Rabbits
fats

Classification of the structurally controllable zero-patterns for driftless bilinear control systems

Tsopelakos, A., Belabbas, M. A. & Gharesifard, B., Mar 2019, In : IEEE Transactions on Control of Network Systems. 6, 1, p. 429-439 11 p., 8356633.

Research output: Contribution to journalArticle

Bilinear Systems
Controllability
Control System
Control systems
Zero

Clustering and supervisory voltage control in power systems

Baranwal, M. & Salapaka, S. M., Jul 2019, In : International Journal of Electrical Power and Energy Systems. 109, p. 641-651 11 p.

Research output: Contribution to journalArticle

Voltage control
Directed graphs
Power transmission
Bearings (structural)
Decentralized control