Electrical and Computer Engineering

Research Output 1968 2019

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2019

Adaptive dynamic programming for finite-horizon optimal control of linear time-varying discrete-time systems

Pang, B., Bian, T. & Jiang, Z-P., Feb 1 2019, In : Control Theory and Technology. 17, 1, p. 73-84 12 p.

Research output: Contribution to journalArticle

Policy Iteration
Adaptive Dynamics
Time-varying Systems
Finite Horizon
Discrete-time Systems

A deep learning gated architecture for UGV navigation robust to sensor failures

Patel, N., Choromanska, A., Krishnamurthy, P. & Khorrami, F., Jun 1 2019, In : Robotics and Autonomous Systems. 116, p. 80-97 18 p.

Research output: Contribution to journalArticle

Navigation
Sensor
Camera
Lidar
Sensors

A General Framework for Temporal Fair User Scheduling in NOMA Systems

Shahsavari, S., Shirani, F. & Erkip, E., Jan 1 2019, (Accepted/In press) In : IEEE Journal on Selected Topics in Signal Processing.

Research output: Contribution to journalArticle

Scheduling
Optimal systems
Multiplexing
Wireless networks
Communication systems

ALTIS: A new algorithm for adaptive long-term SNR estimation in multi-talker babble

Soleymani, R., Selesnick, I. & Landsberger, D. M., Nov 1 2019, In : Computer Speech and Language. 58, p. 231-246 16 p.

Research output: Contribution to journalArticle

Signal to noise ratio
Real-time
Detector
Detectors
Speech Processing
Actuators
Sensors
Vehicle to vehicle communications
Kinematics
Controllers

An ADMM Approach to Masked Signal Decomposition Using Subspace Representation

Minaee, S. & Wang, Y., Jul 1 2019, In : IEEE Transactions on Image Processing. 28, 7, p. 3192-3204 13 p., 8625603.

Research output: Contribution to journalArticle

Decomposition
Glossaries
Masks
Signal processing
Pixels

Analysis and Design of Tamper-Mitigating Microfluidic Routing Fabrics

Tang, J., Ibrahim, M., Chakrabarty, K. & Karri, R., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Research output: Contribution to journalArticle

Microfluidics
Pneumatic control
Biochips
Binary trees
Rapid prototyping

An Online Multiview Learning Algorithm for PolSAR Data Real-Time Classification

Nie, X., Ding, S., Huang, X., Qiao, H., Zhang, B. & Jiang, Z-P., Jan 1 2019, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12, 1, p. 302-320 19 p., 8588991.

Research output: Contribution to journalArticle

Synthetic aperture radar
Learning algorithms
synthetic aperture radar
learning
Radar systems

An optimization model for siting and sizing of vehicle-to-grid facilities in a microgrid

Mortaz, E., Vinel, A. & Dvorkin, Y., May 15 2019, In : Applied Energy. 242, p. 1649-1660 12 p.

Research output: Contribution to journalArticle

electric vehicle
Electric vehicles
Planning
Economics
Nonlinear programming

Asynchronous reception effects on distributed massive MIMO-OFDM system

Yan, H. & Lu, I-T., Jul 1 2019, In : IEEE Transactions on Communications. 67, 7, p. 4782-4794 13 p., 8676341.

Research output: Contribution to journalArticle

MIMO systems
Orthogonal frequency division multiplexing
Phase shift
Transmitters

A Two-Tier System for On-Demand Streaming of 360 Degree Video over Dynamic Networks

Sun, L., Duanmu, F., Liu, Y., Wang, Y., Ye, Y., Shi, H. & Dai, D., Mar 1 2019, In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 9, 1, p. 43-57 15 p., 8640123.

Research output: Contribution to journalArticle

Bandwidth
Video on demand
Augmented reality
Virtual reality

A unified static-dynamic analytic model for ultra-scaled III-nitride high electron mobility transistors

Li, K. & Rakheja, S., Apr 1 2019, In : Journal of Applied Physics. 125, 13, 134503.

Research output: Contribution to journalArticle

Open Access
high electron mobility transistors
nitrides
capacitance
Joule heating
dynamic models

Autonomous landing on a moving vehicle with an unmanned aerial vehicle

Baca, T., Stepan, P., Spurny, V., Hert, D., Penicka, R., Saska, M., Thomas, J., Loianno, G. & Kumar, V., Jan 1 2019, (Accepted/In press) In : Journal of Field Robotics.

Research output: Contribution to journalArticle

Unmanned aerial vehicles (UAV)
Landing
Railroad cars
Bins
Robotics

A virtual-source emission-diffusion I-V model for ultra-thin black phosphorus field-effect transistors

Yarmoghaddam, E., Haratipour, N., Koester, S. J. & Rakheja, S., Apr 28 2019, In : Journal of Applied Physics. 125, 16, 165706.

Research output: Contribution to journalArticle

phosphorus
field effect transistors
transistors
conduction
electric potential

BadNets: Evaluating Backdooring Attacks on Deep Neural Networks

Gu, T., Liu, K., Dolan-Gavitt, B. & Garg, S., Jan 1 2019, In : IEEE Access. 7, p. 47230-47243 14 p., 8685687.

Research output: Contribution to journalArticle

Open Access
Neural networks
Classifiers
Detectors
Deep neural networks
Graphics processing unit

Bilinear Recovery Using Adaptive Vector-AMP

Sarkar, S., Fletcher, A. K., Rangan, S. & Schniter, P., Jul 1 2019, In : IEEE Transactions on Signal Processing. 67, 13, p. 3383-3396 14 p., 8712432.

Research output: Contribution to journalArticle

Message passing
Recovery
Deconvolution
Glossaries
Calibration

Bio-Protocol Watermarking on Digital Microfluidic Biochips

Shayan, M., Bhattacharjee, S., Tang, J., Chakrabarty, K. & Karri, R., Nov 1 2019, In : IEEE Transactions on Information Forensics and Security. 14, 11, p. 2901-2915 15 p., 8673796.

Research output: Contribution to journalArticle

Digital microfluidics
Biochips
Watermarking
Intellectual property
Microfluidics

C2TCP: A Flexible Cellular TCP to Meet Stringent Delay Requirements

Abbasloo, S., Xu, Y. & Chao, H. J., Apr 1 2019, In : IEEE Journal on Selected Areas in Communications. 37, 4, p. 918-932 15 p., 8638955.

Research output: Contribution to journalArticle

Throughput
Vehicle to vehicle communications
Active networks
Network protocols
Jitter

CAD-base: An attack vector into the electronics supply chain

Basu, K., Saeed, S. M., Pilato, C., Ashraf, M., Nabeel, M. T., Chakrabarty, K. & Karri, R., Jan 1 2019, In : ACM Transactions on Design Automation of Electronic Systems. 24, 4, 38.

Research output: Contribution to journalArticle

Supply chains
Computer aided design
Electronic equipment
Foundries
Semiconductor materials

Chance constraints for improving the security of ac optimal power flow

Lubin, M., Dvorkin, Y. & Roald, L., May 1 2019, In : IEEE Transactions on Power Systems. 34, 3, p. 1908-1917 10 p., 8600344.

Research output: Contribution to journalArticle

Constrained optimization
Cones
Costs
Experiments

Cisplatin and vinorelbine -mediated electrochemotherapeutic approach against multidrug resistant small cell lung cancer (H69Ar) in vitro

Drąg-Zalesińska, M., Saczko, J., Choromanska, A., Szewczyk, A., Rembiałkowska, N., Kulbacka, J. & Rzechonek, A., Jan 1 2019, In : Anticancer Research. 39, 7, p. 3711-3718 8 p.

Research output: Contribution to journalArticle

Electroporation
Small Cell Lung Carcinoma
Cisplatin
Lung Neoplasms
Cell Survival

Cooperative autonomous search, grasping, and delivering in a treasure hunt scenario by a team of unmanned aerial vehicles

Spurný, V., Báča, T., Saska, M., Pěnička, R., Krajník, T., Thomas, J., Thakur, D., Loianno, G. & Kumar, V., Jan 1 2019, In : Journal of Field Robotics. 36, 1, p. 125-148 24 p.

Research output: Contribution to journalArticle

Unmanned aerial vehicles (UAV)
Bins
Robotics
Motion control
State estimation

Data-driven adaptive optimal control of linear uncertain systems with unknown jumping dynamics

Zhang, M., Gan, M. G., Chen, J. & Jiang, Z-P., Jan 1 2019, In : Journal of the Franklin Institute.

Research output: Contribution to journalArticle

Adaptive Dynamics
Uncertain systems
Uncertain Systems
Dynamic programming
Data-driven

Data-Driven Shared Steering Control of Semi-Autonomous Vehicles

Huang, M., Gao, W., Wang, Y. & Jiang, Z-P., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Human-Machine Systems.

Research output: Contribution to journalArticle

driver
Controllers
Dynamic programming
Torque
programming

Dynamics of magnetoelectric reversal of an antiferromagnetic domain

Parthasarathy, A. & Rakheja, S., Mar 20 2019, In : Physical Review Applied. 11, 3, 034051.

Research output: Contribution to journalArticle

domain wall
thin films
propagation
ferromagnetic materials
paradoxes

Dynamic Switch Migration in Distributed Software-Defined Networks to Achieve Controller Load Balance

Xu, Y., Cello, M., Wang, I. C., Walid, A., Wilfong, G., Wen, C. H. P., Marchese, M. & Chao, H. J., Mar 1 2019, In : IEEE Journal on Selected Areas in Communications. 37, 3, p. 515-529 15 p., 8635530.

Research output: Contribution to journalArticle

Switches
Controllers
Testbeds
Scalability
Processing

Energy and reserve co-optimisation - Reserve availability, lost opportunity and uplift compensation cost

Pavic, I., Dvorkin, Y. & Pandžic, H., Jan 22 2019, In : IET Generation, Transmission and Distribution. 13, 2, p. 229-237 9 p.

Research output: Contribution to journalArticle

Availability
Costs
Industry
Economics
Compensation and Redress

Event-triggered input-to-state stabilization of nonlinear systems subject to disturbances and dynamic uncertainties

Liu, T., Zhang, P. & Jiang, Z-P., Oct 1 2019, In : Automatica. 108, 108488.

Research output: Contribution to journalArticle

Nonlinear systems
Stabilization
Sampling
Uncertainty

Experimentally Validated Method to Measure the λ-i Characteristics of Asymmetric Three-Phase Transformers

Wu, Q., Hong, T., Jazebi, S. & De Leon, F., Apr 1 2019, In : IEEE Transactions on Magnetics. 55, 4, 8660649.

Research output: Contribution to journalArticle

Hysteresis loops
Experiments
wye

Exploiting high millimeter wave bands for military communications, applications, and design

Harvey, J. F., Steer, M. B. & Rappaport, T., Jan 1 2019, In : IEEE Access. 7, p. 52350-52359 10 p., 8692347.

Research output: Contribution to journalArticle

Military communications
Millimeter waves
Communication
Local area networks
Telecommunication networks

Fault-tolerant Systolic Array Based Accelerators for Deep Neural Network Execution

Zhang, J. J., Basu, K. & Garg, S., Jan 1 2019, In : IEEE Design and Test.

Research output: Contribution to journalArticle

Systolic arrays
Particle accelerators
Tensors
Processing
Deep neural networks

Generalized Circuit Model for Eddy Current Effects in Multi-Winding Transformers

Deswal, D. & De Leon, F., Apr 1 2019, In : IEEE Transactions on Power Delivery. 34, 2, p. 638-650 13 p., 8630040.

Research output: Contribution to journalArticle

Transformer windings
Eddy currents
Networks (circuits)
Adenosinetriphosphate
Circuit simulation

Hardware Trojans Inspired Hardware IP Watermarks

Shayan, M., Basu, K. & Karri, R., Jan 1 2019, (Accepted/In press) In : IEEE Design and Test.

Research output: Contribution to journalArticle

Digital watermarking
Internet protocols
Intellectual property
Watermarking
Computer hardware

Human gaze-driven spatial tasking of an autonomous MAV

Yuan, L., Reardon, C., Warnell, G. & Loianno, G., Apr 1 2019, In : IEEE Robotics and Automation Letters. 4, 2, p. 1343-1350 8 p., 8626140.

Research output: Contribution to journalArticle

Micro air vehicle (MAV)
Units of measurement
Robots
Glass
Navigation

Identification of synthesis approaches for IP/IC piracy of reversible circuits

Saeed, S. M., Mahendran, N., Zulehner, A., Wille, R. & Karri, R., May 1 2019, In : ACM Journal on Emerging Technologies in Computing Systems. 15, 3, 23.

Research output: Contribution to journalArticle

Networks (circuits)
Quantum computers
Intellectual property
Integrated circuits
Decoding

Inertial Yaw-Independent Velocity and Attitude Estimation for High-Speed Quadrotor Flight

Svacha, J., Loianno, G. & Kumar, V., Apr 1 2019, In : IEEE Robotics and Automation Letters. 4, 2, p. 1109-1116 8 p., 8620279.

Research output: Contribution to journalArticle

High Speed
Units of measurement
Tilt
Unit
Drag

Interdependent Strategic Security Risk Management with Bounded Rationality in the Internet of Things

Chen, J. & Zhu, Q., Nov 1 2019, In : IEEE Transactions on Information Forensics and Security. 14, 11, p. 2958-2971 14 p., 8691466.

Research output: Contribution to journalArticle

Risk management
Decision making
Internet of things
Costs

Invertible autoencoder for domain adaptation

Teng, Y. & Choromanska, A., Jun 1 2019, In : Computation. 7, 2, 20.

Research output: Contribution to journalArticle

Open Access
Invertible
Probability distributions
Learning systems
Cycle
Orthonormal

LSALSA: accelerated source separation via learned sparse coding

Cowen, B., Saridena, A. N. & Choromanska, A., Jan 1 2019, In : Machine Learning.

Research output: Contribution to journalArticle

Source separation
Glossaries
Cost functions

MAC Layer Approaches for Mitigating the Spectrum Underutilization Due to Overlapping BSS Problem in WLAN

Guo, Y., Lu, I-T., Fang, J., Liu, G. & Ge, J., Jan 1 2019, (Accepted/In press) In : Wireless Personal Communications.

Research output: Contribution to journalArticle

Blind source separation
Medium access control
Wireless local area networks (WLAN)
Throughput
Frequency bands

Millimeter-wave base station diversity for 5G coordinated multipoint (CoMP) applications

MacCartney, G. R. & Rappaport, T., Jul 1 2019, In : IEEE Transactions on Wireless Communications. 18, 7, p. 3395-3410 16 p., 8705688.

Research output: Contribution to journalArticle

Millimeter Wave
Millimeter waves
Base stations
Interference
Fading

Modeling, Analysis, and Mitigation of Dynamic Botnet Formation in Wireless IoT Networks

Farooq, M. J. & Zhu, Q., Sep 1 2019, In : IEEE Transactions on Information Forensics and Security. 14, 9, p. 2412-2426 15 p., 8638982.

Research output: Contribution to journalArticle

Computer networks
Infiltration
Analytical models
Communication
Population dynamics

Modular Parallel Multi-Inverter System for High-Power Inductive Power Transfer

Deng, Q., Sun, P., Hu, W., Czarkowski, D., Kazimierczuk, M. K. & Zhou, H., Oct 1 2019, In : IEEE Transactions on Power Electronics. 34, 10, p. 9422-9434 13 p., 8603759.

Research output: Contribution to journalArticle

Synchronization
Electric potential
Electric network topology
Hardware
Controllers

Optimal Secure Two-Layer IoT Network Design

Chen, J., Touati, C. & Zhu, Q., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Control of Network Systems.

Research output: Contribution to journalArticle

Network Design
Internet of Things
Attack
Heterogeneous Networks
Connectivity

Patterning metal contacts on monolayer MoS2 with vanishing Schottky barriers using thermal nanolithography

Zheng, X., Calò, A., Albisetti, E., Liu, X., Alharbi, A. S. M., Arefe, G., Liu, X., Spieser, M., Yoo, W. J., Taniguchi, T., Watanabe, K., Aruta, C., Ciarrocchi, A., Kis, A., Lee, B. S., Lipson, M., Hone, J., Shahrjerdi, D. & Riedo, E., Jan 1 2019, In : Nature Electronics. 2, 1, p. 17-25 9 p.

Research output: Contribution to journalArticle

Nanolithography
electric contacts
Monolayers
lithography
Electron beam lithography

RAPID: Avoiding TCP Incast Throughput Collapse in Public Clouds with Intelligent Packet Discarding

Xu, Y., Shukla, S., Guo, Z., Liu, S., Tam, A. S. W., Xi, K. & Chao, H. J., Aug 1 2019, In : IEEE Journal on Selected Areas in Communications. 37, 8, p. 1911-1923 13 p., 8766803.

Research output: Contribution to journalArticle

Transmission control protocol
Packet loss
Switches
Throughput
Network protocols

Reinforcement learning for linear continuous-time systems: An incremental learning approach

Bian, T. & Jiang, Z-P., Mar 1 2019, In : IEEE/CAA Journal of Automatica Sinica. 6, 2, p. 433-440 8 p., 8651896.

Research output: Contribution to journalArticle

Continuous time systems
Reinforcement learning
Learning algorithms
Dynamical systems
Concretes

Second derivative analysis and alternative data filters for multi-dimensional spectroscopies: A Fourier-space perspective

Li, R., Zhang, X., Miao, L., Stewart, L., Kotta, E., Qian, D., Kaznatcheev, K., Sadowski, J. T., Vescovo, E., Alharbi, A., Wu, T., Taniguchi, T., Watanabe, K., Shahrjerdi, D. & Wray, L. A., Jan 1 2019, In : Journal of Electron Spectroscopy and Related Phenomena.

Research output: Contribution to journalArticle

Spectroscopy
Derivatives
filters
spectroscopy
Photoelectron spectroscopy

SOTE: Traffic engineering in hybrid software defined networks

Guo, Y., Wang, Z., Liu, Z., Yin, X., Shi, X., Wu, J., Xu, Y. & Chao, H. J., May 8 2019, In : Computer Networks. 154, p. 60-72 13 p.

Research output: Contribution to journalArticle

Switches
Software defined networking
Nonlinear programming
Heuristic algorithms
Testbeds

Sparsity-inducing nonconvex nonseparable regularization for convex image processing

Lanza, A., Morigi, S., Selesnick, I. & Sgallari, F., Jan 1 2019, In : SIAM Journal on Imaging Sciences. 12, 2, p. 1099-1134 36 p.

Research output: Contribution to journalArticle

Image Enhancement
Image enhancement
Convex optimization
Nonseparable
Convex Optimization