Electrical and Computer Engineering

Research Output 1968 2020

Filter
Article
2020

Active Defense-Based Resilient Sliding Mode Control Under Denial-of-Service Attacks

Wu, C., Wu, L., Liu, J. & Jiang, Z-P., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, 1, p. 237-249 13 p., 8716684.

Research output: Contribution to journalArticle

Sliding mode control
Denial-of-service attack
Sensors

A Dynamic Game Approach to Strategic Design of Secure and Resilient Infrastructure Network

Chen, J., Touati, C. & Zhu, Q., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, p. 462-474 13 p., 8742568.

Research output: Contribution to journalArticle

Recovery
Unmanned aerial vehicles (UAV)
Disasters
Telecommunication networks
Costs
threat
experiment
costs
interaction
learning

Anomaly Detection in Real-Time Multi-Threaded Processes Using Hardware Performance Counters

Krishnamurthy, P., Karri, R. & Khorrami, F., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, p. 666-680 15 p., 8737990.

Research output: Contribution to journalArticle

Programmable logic controllers
Hardware
Time series
Classifiers
Monitoring

A Theoretical Study of Hardware Performance Counters-Based Malware Detection

Basu, K., Krishnamurthy, P., Khorrami, F. & Karri, R., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, p. 512-525 14 p., 8744309.

Research output: Contribution to journalArticle

Computer hardware
Computer viruses
Hardware
Sampling
Malware

Diagnosis algorithms for indirect structural health monitoring of a bridge model via dimensionality reduction

Liu, J., Chen, S., Bergés, M., Bielak, J., Garrett, J. H., Kovačević, J. & Noh, H. Y., Feb 2020, In : Mechanical Systems and Signal Processing. 136, 106454.

Research output: Contribution to journalArticle

Structural health monitoring
Supervised learning
Frequency response
Monitoring

Non-convex Total Variation Regularization for Convex Denoising of Signals

Selesnick, I., Lanza, A., Morigi, S. & Sgallari, F., Jan 1 2020, (Accepted/In press) In : Journal of Mathematical Imaging and Vision.

Research output: Contribution to journalArticle

Signal denoising
Total Variation Regularization
Total Variation
Denoising
Moreau Envelope

Toward Increasing the Difficulty of Reverse Engineering of RSFQ Circuits

Kumar, H., Jabbari, T., Krylov, G., Basu, K., Friedman, E. G. & Karri, R., Apr 1 2020, In : IEEE Transactions on Applied Superconductivity. 30, 3, 8663415.

Research output: Contribution to journalArticle

reverse engineering
Reverse engineering
Fluxes
Networks (circuits)
integrated circuits
2019

A CMOS Electrochemical Biochip with 32 × 32 Three-Electrode Voltammetry Pixels

Manickam, A., You, K. D., Wood, N., Pei, L., Liu, Y., Singh, R., Gamini, N., McDermott, M. W., Shahrjerdi, D., Kuimelis, R. G. & Hassibi, A., Nov 2019, In : IEEE Journal of Solid-State Circuits. 54, 11, p. 2980-2990 11 p., 8869863.

Research output: Contribution to journalArticle

Biochips
Voltammetry
DNA
Pixels
Electrodes

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 game-theoretic taxonomy and survey of defensive deception for cybersecurity and privacy

Pawlick, J., Colbert, E. & Zhu, Q., Aug 1 2019, In : ACM Computing Surveys. 52, 4, 82.

Research output: Contribution to journalArticle

Deception
Game theory
Taxonomies
Taxonomy
Privacy

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-chemical assay locking to thwart bio-IP theft

Bhattacharjee, S., Tang, J., Poddar, S., Ibrahim, M., Karri, R. & Chakrabarty, K., Dec 2019, In : ACM Transactions on Design Automation of Electronic Systems. 25, 1, 5.

Research output: Contribution to journalArticle

Intellectual property
Digital microfluidics
Biochips
Assays
Foundries

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

Birch tar production does not prove Neanderthal behavioral complexity

Schmidt, P., Blessing, M., Rageot, M., Iovita, R., Pfleging, J., Nickel, K. G., Righetti, L. & Tennie, C., Sep 3 2019, In : Proceedings of the National Academy of Sciences of the United States of America. 116, 36, p. 17707-17711 5 p.

Research output: Contribution to journalArticle

Open Access
Neanderthals
Tars
Betula
Cognition

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

Capacity Scaling in a Non-Coherent Wideband Massive SIMO Block Fading Channel

Gomez-Cuba, F., Chowdhury, M., Manolakos, A., Erkip, E. & Goldsmith, A. J., Dec 2019, In : IEEE Transactions on Wireless Communications. 18, 12, p. 5691-5704 14 p., 8826443.

Research output: Contribution to journalArticle

Fading Channels
Fading channels
Scaling
Receiver
Bandwidth

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

Compact: On-chip compression of activations for low power systolic array based CNN acceleration

Zhang, J., Raj, P., Zarar, S., Ambardekar, A. & Garg, S., Oct 2019, In : ACM Transactions on Embedded Computing Systems. 18, 5s, a47.

Research output: Contribution to journalArticle

Systolic arrays
Chemical activation
Neural networks
Particle accelerators
Network layers

Consensus-based distributed discrete optimal transport for decentralized resource matching

Zhang, R. & Zhu, Q., Sep 2019, In : IEEE Transactions on Signal and Information Processing over Networks. 5, 3, p. 511-524 14 p., 8686135.

Research output: Contribution to journalArticle

Parallel algorithms
Experiments
Index System
Wireless Networks
Wireless networks
Teaching
Education

Continuous-time robust dynamic programming

Bian, T. & Jiang, Z. P., Jan 1 2019, In : SIAM Journal on Control and Optimization. 57, 6, p. 4150-4174 25 p.

Research output: Contribution to journalArticle

Dynamic programming
Dynamic Programming
Continuous Time
Optimal Control
Decentralized Control
Mobile Systems
Autonomous Systems
Multilayer
Game
Autonomous agents

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 constrained optimal model reduction

Scarciotti, G., Jiang, Z. P. & Astolfi, A., Jan 1 2019, (Accepted/In press) In : European Journal of Control.

Research output: Contribution to journalArticle

Transient analysis
Interpolation

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

Decentralized event-triggered control of large-scale nonlinear systems

Liu, T., Jiang, Z. P. & Zhang, P., Jan 1 2019, (Accepted/In press) In : International Journal of Robust and Nonlinear Control.

Research output: Contribution to journalArticle

Nonlinear systems
Sampling
Decentralized control
Pendulums
Large scale systems

Dynamic responses, GPS positions and environmental conditions of two light rail vehicles in Pittsburgh

Liu, J., Chen, S., Lederman, G., Kramer, D. B., Noh, H. Y., Bielak, J., Garrett, J. H., Kovacevic, J. & Bergés, M., Aug 12 2019, In : Scientific data. 6, 1, 1 p.

Research output: Contribution to journalArticle

Open Access
rail vehicle
Dynamic Response
Dynamic response
environmental factors
Rails

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

Effective Utilization of Licensed and Unlicensed Spectrum in Large Scale Ad Hoc Networks

Hanawal, M. K., Hayel, Y. & Zhu, Q., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Cognitive Communications and Networking.

Research output: Contribution to journalArticle

Ad hoc networks
Throughput
Geometry
Costs

Enabling Timing Error Resilience for Low-Power Systolic-Array Based Deep Learning Accelerators

Zhang, J., Ghodsi, Z., Rangineni, K. & Garg, S., Jan 1 2019, (Accepted/In press) In : IEEE Design and Test.

Research output: Contribution to journalArticle

Systolic arrays
Particle accelerators
Energy efficiency
Image recognition
Speech recognition

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