Department of Electrical Engineering & Computer Science

Research Output 1972 2019

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2019

An Efficient Construction Strategy for Near-Optimal Variable-Length Error-Correcting Codes

Chen, Y. M., Wu, F. T., Li, C. P. & Varshney, P. K., Mar 1 2019, In : IEEE Communications Letters. 23, 3, p. 398-401 4 p., 8606251.

Research output: Contribution to journalArticle

Variable Length Codes
Error-correcting Codes
Cross-entropy
Entropy
Channel Coding

A programmable neural virtual machine based on a fast store-erase learning rule

Katz, G., Davis, G. P., Gentili, R. J. & Reggia, J. A., Nov 1 2019, In : Neural Networks. 119, p. 10-30 21 p.

Research output: Contribution to journalArticle

Learning
Computer Systems
Computer architecture
Language
Plasticity
1 Citation (Scopus)

A real-time bird sound recognition system using a low-cost microcontroller

Küc̣üktopcu, O., Masazade, E., Ünsalan, C. & Varshney, P. K., May 1 2019, In : Applied Acoustics. 148, p. 194-201 8 p.

Research output: Contribution to journalArticle

birds
acoustics
data recording
data storage
microphones

A Stabilized Marching-on-in-Degree Scheme for the Transient Solution of the Electric Field Integral Equation

Zhu, M. D., Sarkar, T. K. & Chen, H., May 1 2019, In : IEEE Transactions on Antennas and Propagation. 67, 5, p. 3232-3240 9 p., 8649754.

Research output: Contribution to journalArticle

Integral equations
Electric fields
Convergence of numerical methods
Transient analysis
Polynomials
Near infrared spectroscopy
Brain
Blood
Neural networks
Gages
1 Citation (Scopus)

Communication Network Topology Inference via Transfer Entropy

Sharma, P., Bucci, D. J., Brahma, S. K. & Varshney, P. K., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Network Science and Engineering.

Research output: Contribution to journalArticle

Telecommunication networks
Entropy
Topology
Discrete event simulation
Linear regression

Coverage in Downlink Heterogeneous mmWave Cellular Networks with User-Centric Small Cell Deployment

Wang, X., Turgut, E. & Gursoy, M. C., Apr 1 2019, In : IEEE Transactions on Vehicular Technology. 68, 4, p. 3513-3533 21 p., 8629042.

Research output: Contribution to journalArticle

Millimeter Wave
Cellular Networks
Millimeter waves
Coverage
Base stations

Detection of Sparse Stochastic Signals with Quantized Measurements in Sensor Networks

Wang, X., Li, G. & Varshney, P. K., Apr 15 2019, In : IEEE Transactions on Signal Processing. 67, 8, p. 2210-2220 11 p., 8666734.

Research output: Contribution to journalArticle

Sensor networks
Detectors
Sensors
Gaussian distribution
Fusion reactions

Development of a new voltage stability index and its implementation considering voltage measurement uncertainty

Philippe, W. P. J., Eftekharnejad, S. & Ghosh, P. K., Sep 17 2019, In : IET Generation, Transmission and Distribution. 13, 18, p. 4011-4020 10 p.

Research output: Contribution to journalArticle

Voltage measurement
Voltage control
Electric potential
Uncertainty

Discrete Interference Suppression Method Based on Robust Sparse Bayesian Learning for STAP

Yang, X., Sun, Y., Yang, J., Long, T. & Sarkar, T. K., Jan 1 2019, In : IEEE Access. 7, p. 26740-26751 12 p., 8648400.

Research output: Contribution to journalArticle

Open Access
Space time adaptive processing
Interference suppression
Glossaries
Radar
Calibration

Distributed Detection in Massive MIMO Wireless Sensor Networks under Perfect and Imperfect CSI

Chawla, A., Patel, A., Jagannatham, A. K. & Varshney, P. K., Aug 1 2019, In : IEEE Transactions on Signal Processing. 67, 15, p. 4055-4068 14 p., 8744263.

Research output: Contribution to journalArticle

Channel state information
Wireless sensor networks
Fusion reactions
Antennas
Scaling laws

Distributed detection of weak signals from one-bit measurements under observation model uncertainties

Wang, X., Li, G. & Varshney, P. K., Mar 1 2019, In : IEEE Signal Processing Letters. 26, 3, p. 415-419 5 p., 8607002.

Research output: Contribution to journalArticle

Model Uncertainty
Locally Most Powerful Test
Detector
Detectors
Sensor

Efficient Direction-of-Arrival Estimation Method Based on Variable-Step-Size LMS Algorithm

Jalal, B., Yang, X., Wu, X., Long, T. & Sarkar, T. K., Aug 1 2019, In : IEEE Antennas and Wireless Propagation Letters. 18, 8, p. 1576-1580 5 p., 8740945.

Research output: Contribution to journalArticle

Direction of arrival
Computational complexity
Decomposition
Computer simulation

Electrically Tunable Microwave Absorber Based on Discrete Plasma-Shells

Payne, K., Xu, K., Choi, J. H. & Lee, J. K., Oct 2019, In : IEEE Transactions on Antennas and Propagation. 67, 10, p. 6523-6531 9 p., 8753721.

Research output: Contribution to journalArticle

Microwaves
Plasmas
Tuning
Electric potential
Equivalent circuits

Experience-Driven Congestion Control: When Multi-Path TCP Meets Deep Reinforcement Learning

Xu, Z., Tang, J., Yin, C., Wang, Y. & Xue, G., Jun 1 2019, In : IEEE Journal on Selected Areas in Communications. 37, 6, p. 1325-1336 12 p., 8664598.

Research output: Contribution to journalArticle

Reinforcement learning
Recurrent neural networks
Statistics
1 Citation (Scopus)

Fusion of Correlated Decisions Using Regular Vine Copulas

Zhang, S., Theagarajan, L. N., Choi, S. & Varshney, P. K., Apr 15 2019, In : IEEE Transactions on Signal Processing. 67, 8, p. 2066-2079 14 p., 8651356.

Research output: Contribution to journalArticle

Fusion reactions
Computational complexity
Detectors
Sensors
Experiments
1 Citation (Scopus)

Impact of intermediate nanomachines in multiple cooperative nanomachine-assisted diffusion advection mobile molecular communication

Varshney, N., Patel, A., Haselmayr, W., Jagannatham, A. K., Varshney, P. K. & Nallanathan, A., Jul 1 2019, In : IEEE Transactions on Communications. 67, 7, p. 4856-4871 16 p., 8684903.

Research output: Contribution to journalArticle

Advection
Communication
Blood vessels
Channel flow
1 Citation (Scopus)

Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed Sensor Networks

Kafle, S., Gupta, V., Kailkhura, B., Wimalajeewa, T. & Varshney, P. K., Mar 1 2019, In : IEEE Transactions on Signal and Information Processing over Networks. 5, 1, p. 15-30 16 p., 8360527.

Research output: Contribution to journalArticle

Sensor networks
Recovery
Fusion reactions
Cost functions
Maximum likelihood

K-medoids clustering of data sequences with composite distributions

Wang, T., Li, Q., Bucci, D. J., Liang, Y., Chen, B. & Varshney, P. K., Apr 15 2019, In : IEEE Transactions on Signal Processing. 67, 8, p. 2093-2106 14 p., 8651294.

Research output: Contribution to journalArticle

Composite materials
Error probability
1 Citation (Scopus)

Learning the Dynamic Treatment Regimes from Medical Registry Data through Deep Q-network

Liu, N., Liu, Y., Logan, B., Xu, Z., Tang, J. & Wang, Y., Dec 1 2019, In : Scientific Reports. 9, 1, 1495.

Research output: Contribution to journalArticle

Open Access
Registries
Learning
Therapeutics
Graft vs Host Disease
Reward

Lessons Learnt through using a Physics Based Macro Model for Analysis of Radio Wave Propagation in Wireless Transmission

Sarkar, T. K., Chen, H., Palma, M. S. & Zhu, M., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Antennas and Propagation.

Research output: Contribution to journalArticle

Radio waves
Wave transmission
Wave propagation
Macros
Physics

Long short-term memory-based deep recurrent neural networks for target tracking

Gao, C., Yan, J., Zhou, S., Varshney, P. K. & Liu, H., Oct 1 2019, In : Information Sciences. 502, p. 279-296 18 p.

Research output: Contribution to journalArticle

Memory Term
Recurrent neural networks
Target Tracking
Recurrent Neural Networks
Target tracking

Microscopic origin of the chiroptical response of optical media

Davis, M. S., Zhu, W., Lee, J. K., Lezec, H. J. & Agrawal, A., Oct 11 2019, In : Science Advances. 5, 10, eaav8262.

Research output: Contribution to journalArticle

Open Access
optical activity
handedness
electromagnetic coupling
dichroism
far fields

Online Design of Optimal Precoders for High Dimensional Signal Detection

Khanduri, P., Theagarajan, L. N. & Varshney, P. K., Aug 1 2019, In : IEEE Transactions on Signal Processing. 67, 15, p. 4122-4135 14 p., 8744273.

Research output: Contribution to journalArticle

Signal detection
Fusion reactions
Sensors
Wireless sensor networks
Computer simulation

On the Stability of Time-Domain Magnetic Field Integral Equation Using Laguerre Functions

Zhu, M. D., Sarkar, T. K., Chen, H. & Wu, Y., Jun 1 2019, In : IEEE Transactions on Antennas and Propagation. 67, 6, p. 3939-3947 9 p., 8641309.

Research output: Contribution to journalArticle

Integral equations
Magnetic fields
Scattering
Testing

Optimal Auction Design with Quantized Bids for Target Tracking via Crowdsensing

Cao, N., Brahma, S., Geng, B. & Varshney, P. K., Oct 2019, In : IEEE Transactions on Computational Social Systems. 6, 5, p. 847-857 11 p., 8795570.

Research output: Contribution to journalArticle

Target Tracking
auction
Auctions
Target tracking
Sensor
2 Citations (Scopus)

Packet-data anomaly detection in PMU-based state estimator using convolutional neural network

Basumallik, S., Ma, R. & Eftekharnejad, S., May 1 2019, In : International Journal of Electrical Power and Energy Systems. 107, p. 690-702 13 p.

Research output: Contribution to journalArticle

Phasor measurement units
Neural networks
State estimation
Classifiers
Time series
5 Citations (Scopus)

Reinforcement learning with analogue memristor arrays

Wang, Z., Li, C., Song, W., Rao, M., Belkin, D., Li, Y., Yan, P., Jiang, H., Lin, P., Hu, M., Strachan, J. P., Ge, N., Barnell, M., Wu, Q., Barto, A. G., Qiu, Q., Williams, R. S., Xia, Q. & Yang, J. J., Mar 1 2019, In : Nature Electronics. 2, 3, p. 115-124 10 p.

Research output: Contribution to journalArticle

Memristors
Reinforcement learning
reinforcement
learning
analogs

Stealing passwords by observing hands movement

Shukla, D. & Phoha, V., Dec 1 2019, In : IEEE Transactions on Information Forensics and Security. 14, 12, p. 3086-3101 16 p., 8691569.

Research output: Contribution to journalArticle

Galaxies
Smartphones
Anchors
Mobile phones
Mobile devices

Truncated Sequential Non-Parametric Hypothesis Testing Based on Random Distortion Testing

Khanduri, P., Pastor, D., Sharma, V. & Varshney, P. K., Aug 1 2019, In : IEEE Transactions on Signal Processing. 67, 15, p. 4027-4042 16 p., 8736860.

Research output: Contribution to journalArticle

Testing
Computer simulation
Composite materials
Error probability

Uplink Performance Analysis in D2D-Enabled Millimeter-Wave Cellular Networks with Clustered Users

Turgut, E. & Gursoy, M. C., Feb 1 2019, In : IEEE Transactions on Wireless Communications. 18, 2, p. 1085-1100 16 p., 8602443.

Research output: Contribution to journalArticle

Millimeter Wave
Uplink
Cellular Networks
Millimeter waves
Outages
2018
4 Citations (Scopus)

Adaptive null broadening method in wideband beamforming for rapidly moving interference suppression

Yang, X., Li, S., Long, T. & Sarkar, T. K., Aug 9 2018, In : Electronics Letters. 54, 16, p. 1003-1005 3 p.

Research output: Contribution to journalArticle

Interference suppression
Beamforming
Covariance matrix

Adaptive Processing at Multiple Frequencies Using the same Antenna Array Consisting of Dissimilar Non-uniformly Spaced Elements over an Imperfectly Conducting Ground

Salama, D., Sarkar, T. K., Abdallah, M. N., Yang, X. & Salazar-Palma, M., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Antennas and Propagation.

Research output: Contribution to journalArticle

Antenna arrays
Antennas
Magnetoelectric effects
Antenna grounds
Processing
3 Citations (Scopus)

A Fast and Robust DOA Estimation Method Based on JSVD for Co-Prime Array

Yang, X., Wu, X., Li, S. & Sarkar, T. K., Jul 26 2018, In : IEEE Access. 6, p. 41697-41705 9 p., 8421579.

Research output: Contribution to journalArticle

Direction of arrival
Singular value decomposition
Computational complexity
Geometry
Computer simulation
4 Citations (Scopus)

A Low-Complexity Maximum-Likelihood Decoder for Tail-Biting Convolutional Codes

Han, Y. S., Wu, T. Y., Chen, P. N. & Varshney, P. K., May 1 2018, In : IEEE Transactions on Communications. 66, 5, p. 1859-1870 12 p.

Research output: Contribution to journalArticle

Convolutional codes
Maximum likelihood
Decoding
Communication systems
Memristors
Interior Point Method
Energy Efficient
Linear Program
High Performance
3 Citations (Scopus)

A Memristor-Based Optimization Framework for Artificial Intelligence Applications

Liu, S., Wang, Y., Fardad, M. & Varshney, P. K., Jan 1 2018, In : IEEE Circuits and Systems Magazine. 18, 1, p. 29-44 16 p., 8288635.

Research output: Contribution to journalArticle

Memristors
Artificial intelligence
Linear equations
Learning systems
Quadratic programming
4 Citations (Scopus)

An Energy-Efficient Online-Learning Stochastic Computational Deep Belief Network

Liu, Y., Wang, Y., Lombardi, F. & Han, J., Sep 1 2018, In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 8, 3, p. 454-465 12 p., 8403221.

Research output: Contribution to journalArticle

Bayesian networks
Chemical activation
Neurons
Energy utilization
Networks (circuits)
2 Citations (Scopus)

An exploration of applying gate-length-biasing techniques to deeply-scaled FinFETs operating in multiple voltage regimes

Cui, T., Li, J., Wang, Y., Nazarian, S. & Pedram, M., Apr 1 2018, In : IEEE Transactions on Emerging Topics in Computing. 6, 2, p. 172-183 12 p.

Research output: Contribution to journalArticle

Electric potential
Networks (circuits)
Transistors
Electric power utilization
FinFET
1 Citation (Scopus)

A nonstandard schwarz domain decomposition method for finite-element mesh truncation of infinite arrays

Garcia-Donoro, D., Garcia-Castillo, L. E., Sarkar, T. K. & Zhang, Y., Nov 1 2018, In : IEEE Transactions on Antennas and Propagation. 66, 11, p. 6179-6190 12 p., 8443383.

Research output: Contribution to journalArticle

Domain decomposition methods
Boundary conditions
Radiation

A spectral approach for the design of experiments: Design, analysis and algorithms

Kailkhura, B., Thiagarajan, J. J., Rastogi, C., Varshney, P. K. & Bremer, P. T., Aug 1 2018, In : Journal of Machine Learning Research. 19

Research output: Contribution to journalArticle

Algorithm Design and Analysis
Design of Experiments
Design of experiments
Design
Inertial confinement fusion
9 Citations (Scopus)

A Stochastic Computational Multi-Layer Perceptron with Backward Propagation

Liu, Y., Liu, S., Wang, Y., Lombardi, F. & Han, J., Sep 1 2018, In : IEEE Transactions on Computers. 67, 9, p. 1273-1286 14 p., 8319953.

Research output: Contribution to journalArticle

Multilayer neural networks
Perceptron
Percent
Multilayer
Energy utilization

Audit Bit Based Distributed Bayesian Detection in the Presence of Byzantines

Hashlamoun, W., Brahma, S. & Varshney, P. K., Dec 1 2018, In : IEEE Transactions on Signal and Information Processing over Networks. 4, 4, p. 643-655 13 p., 8292875.

Research output: Contribution to journalArticle

Fusion reactions
Sensors

Broadband Cloaking Obtained Using HOBBIES Optimization [EM Progammer's Notebook]

Moon, H., Sarkar, T. K. & Salazar Palma, M., Feb 1 2018, In : IEEE Antennas and Propagation Magazine. 60, 1, p. 112-117 6 p., 8286978.

Research output: Contribution to journalArticle

Integral equations
integral equations
Waveguides
broadband
waveguides
5 Citations (Scopus)

Building predictive models of emotion with functional near-infrared spectroscopy

Bandara, D., Velipasalar, S., Bratt, S. & Hirshfield, L. M., Feb 1 2018, In : International Journal of Human Computer Studies. 110, p. 75-85 11 p.

Research output: Contribution to journalArticle

Near infrared spectroscopy
predictive model
emotion
activation
brain
19 Citations (Scopus)

Capacitive neural network with neuro-transistors

Wang, Z., Rao, M., Han, J. W., Zhang, J., Lin, P., Li, Y., Li, C., Song, W., Asapu, S., Midya, R., Zhuo, Y., Jiang, H., Yoon, J. H., Upadhyay, N. K., Joshi, S., Hu, M., Strachan, J. P., Barnell, M., Wu, Q., Wu, H. & 4 others, Qiu, Q., Williams, R. S., Xia, Q. & Yang, J. J., Dec 1 2018, In : Nature Communications. 9, 1, 3208.

Research output: Contribution to journalArticle

Transistors
transistors
Learning
Neural networks
Carisoprodol
1 Citation (Scopus)

Capacity-Achieving Signals for Point-to-Point and Multiple-Access Channels under Non-Gaussian Noise and Peak Power Constraint

Ranjbar, M., Tran, N. H., Nguyen, T. V., Gursoy, M. C. & Nguyen-Le, H., Jan 1 2018, In : IEEE Access. 6, p. 30977-30989 13 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Compressive Sensing Based Classification in the Presence of Intra- and Inter- Signal Correlation

Wimalajeewa, T. & Varshney, P. K., Jul 25 2018, (Accepted/In press) In : IEEE Signal Processing Letters.

Research output: Contribution to journalArticle

Compressive Sensing
Sensors
Random Projection
Sensor
Degradation
3 Citations (Scopus)

CPP: Towards comprehensive privacy preserving for query processing in information networks

Liu, C., Zhou, S., Hu, H., Tang, Y., Guan, J. & Ma, Y., Oct 1 2018, In : Information Sciences. 467, p. 296-311 16 p.

Research output: Contribution to journalArticle

Query processing
Privacy Preserving
Query Processing
Privacy
Cryptography
1 Citation (Scopus)

Deep Learning Based Obstacle Detection and Classification with Portable Uncalibrated Patterned Light

Cornacchia, M., Kakillioglu, B., Zheng, Y. & Velipasalar, S., Aug 16 2018, (Accepted/In press) In : IEEE Sensors Journal.

Research output: Contribution to journalArticle

learning
avoidance
Cameras
cameras
obstacle avoidance