Electrical and Computer Engineering

Research Output 1968 2019

2019

11.2 A CMOS Biosensor Array with 1024 3-Electrode Voltammetry Pixels and 93dB Dynamic Range

Manickam, A., You, K. D., Wood, N., Pei, L., Liu, Y., Singh, R., Gamini, N., Shahrjerdi, D., Kuimelis, R. G. & Hassibi, A., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 192-194 3 p. 8662507. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Voltammetry
Biosensors
Pixels
Electrodes
Chemical stability

3D Point Cloud Denoising via Deep Neural Network Based Local Surface Estimation

Duan, C., Chen, S. & Kovacevic, J., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8553-8557 5 p. 8682812. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Deep neural networks
Experiments
Deep learning

A damage localization and quantification algorithm for indirect structural health monitoring of bridges using multi-task learning

Liu, J., Bergés, M., Bielak, J., Garrett, J. H., Kovacevic, J. & Noh, H. Y., May 8 2019, 45th Annual Review of Progress in Quantitative Nondestructive Evaluation, Volume 38. Laflamme, S., Holland, S. & Bond, L. J. (eds.). American Institute of Physics Inc., 090003. (AIP Conference Proceedings; vol. 2102).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
health monitoring
structural health monitoring
learning
damage
monitoring

Adaptive Control for Mitigating Sensor and Actuator Attacks in Connected Autonomous Vehicle Platoons

Jin, X., Haddad, W. M., Jiang, Z-P. & Vamvoudakis, K. G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2810-2815 6 p. 8619560. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Autonomous Vehicles
Adaptive Control
Actuator
Actuators
Attack

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

Adaptive strategic cyber defense for advanced persistent threats in critical infrastructure networks

Huang, L. & Zhu, Q., Jan 17 2019, In : Performance Evaluation Review. 46, 2, p. 52-56 5 p.

Research output: Contribution to journalConference article

Critical infrastructures
Dynamic programming
Process control

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 approach for responding to cyber-attacks on nuclear power plants

Zhao, Y., Huang, L., Smidts, C. & Zhu, Q., Jan 1 2019, 11th Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2019. American Nuclear Society, p. 399-410 12 p. (11th Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Behavioral research
Computer crime
Man machine systems
Nuclear industry
Stochastic systems

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

A Linear Quadratic Differential Game Approach to Dynamic Contract Design for Systemic Cyber Risk Management under Asymmetric Information

Chen, J. & Zhu, Q., Feb 5 2019, 2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018. Institute of Electrical and Electronics Engineers Inc., p. 575-582 8 p. 8636007. (2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Asymmetric Information
Quadratic Differentials
Differential Games
Risk Management
Risk management

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 IOS Small-Gain Theorem for Nonlinear Time-Delay Systems

Bao, A., Liu, T. & Jiang, Z-P., May 1 2019, 3rd International Symposium on Autonomous Systems, ISAS 2019. Institute of Electrical and Electronics Engineers Inc., p. 538-543 6 p. 8757785. (3rd International Symposium on Autonomous Systems, ISAS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Delay control systems
Timing circuits
Small Gain Theorem
Nonlinear Time-delay Systems
Delay Systems

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 charge-current compact model of gallium nitride transistors for RF and digital applications

Li, K. & Rakheja, S., Mar 1 2019, 2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019. Institute of Electrical and Electronics Engineers Inc., p. 279-281 3 p. 8731282. (2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gallium nitride
gallium nitrides
Transistors
transistors
High electron mobility transistors

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

A wideband sliding correlator-based channel sounder with synchronization in 65 nm CMOS

Wu, T., Rappaport, T., Knox, M. E. & Shahrjerdi, D., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702223. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Correlators
Synchronization
Acoustic waves
Millimeter waves
Ultra-wideband (UWB)

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

Capacity Analysis for Full Duplex Self-Backhauled Small Cells

Xu, S., Liu, P., Goyal, S. & Panwar, S., Feb 19 2019, 2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8644510. (2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Space division multiple access
Macros
Throughput
Base stations
Frequency bands

Cellular Controlled Delay TCP (C2TCP)

Abbasloo, S., Li, T., Xu, Y. & Chao, H. J., Apr 22 2019, 2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 118-126 9 p. 8696844. (2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Throughput
Flavors
Scheduling

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 and adaptive optimal output regulation of discrete-time multi-agent systems using reinforcement learning

Gao, W., Liu, Y., Odekunle, A., Jiang, Z-P., Yu, Y. & Lu, P., Jan 22 2019, 2018 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2018. Institute of Electrical and Electronics Engineers Inc., p. 348-353 6 p. 8621852. (2018 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Output Regulation
Intelligent Control
Intelligent control
Reinforcement learning
Discrete-time Systems

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

Coordinated Multi-Point Massive MIMO Cellular Systems with Sectorized Antennas

Shahsavari, S., Ashikhmin, A., Erkip, E. & Marzetta, T. L., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 2130-2135 6 p. 8645234. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MIMO systems
Power control
Throughput
Antennas
Decentralized control

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 Finite-horizon Optimal Control for Linear Time-varying Discrete-time Systems

Pang, B., Bian, T. & Jiang, Z-P., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 861-866 6 p. 8619347. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time-varying Systems
Finite Horizon
Discrete-time Systems
Data-driven
Policy Iteration

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

Deep Bv: A Fully Automated System for Brain Ventricle Localization and Segmentation In 3D Ultrasound Images of Embryonic Mice

Qiu, Z., Langerman, J., Nair, N., Aristizabal, O., Mamou, J., Turnbull, D. H., Ketterling, J. & Wang, Y., Jan 16 2019, 2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8615610. (2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain
Ultrasonics
Volumetric analysis
Embryonic Structures
Neurology

Desieve the Attacker: Thwarting IP Theft in Sieve-Valve-based Biochips

Shayan, M., Bhattacharjee, S., Song, R., Chakrabarty, K. & Karri, R., May 14 2019, Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019. Institute of Electrical and Electronics Engineers Inc., p. 210-215 6 p. 8715094. (Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biochips
Intellectual Property
Bioassay
Sieves
Sieve

Distributed and optimal resilient planning of large-scale interdependent critical infrastructures

Huang, L., Chen, J. & Zhu, Q., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1096-1107 12 p. 8632399. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical infrastructures
Critical Infrastructure
Planning
Resilience
Subways

Distributed Control of A Class of Nonlinear Multi-Agent Systems with Switching Topologies∗

Qin, Z., Liu, T. & Jiang, Z-P., Jan 30 2019, Proceedings of the 2018 13th World Congress on Intelligent Control and Automation, WCICA 2018. Institute of Electrical and Electronics Engineers Inc., p. 620-625 6 p. 8630412. (Proceedings of the World Congress on Intelligent Control and Automation (WCICA); vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi agent systems
Topology
Switching networks
Feedback

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

Entropy-SGD: Biasing gradient descent into wide valleys

Chaudhari, P., Choromanska, A., Soatto, S., LeCun, Y., Baldassi, C., Borgs, C., Chayes, J., Sagun, L. & Zecchina, R., Jan 1 2019.

Research output: Contribution to conferencePaper

Gradient methods
entropy
Eigenvalues and eigenfunctions
Entropy
energy

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

Execution of provably secure assays on meda biochips to thwart attacks

Liang, T. C., Chakrabarty, K., Shayan, M. & Karri, R., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 51-57 7 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biochips
Digital microfluidics
Assays
Bioassay
DNA

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