Tandon School of Engineering

Research Output 1880 2020

2019

Fast Inter-Base Station Ring (FIBR): A New Millimeter Wave Cellular Network Architecture

Koutsaftis, A., Kumar, R., Liu, P. & Panwar, S., Jan 1 2019, (Accepted/In press) In : IEEE Journal on Selected Areas in Communications.

Research output: Contribution to journalArticle

Network architecture
Millimeter waves
Base stations
Speed control
Quality of service

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

Feedback Nash Equilibrium for Markov Jump Games under Differential-Algebraic Constraints with Application to Robust Control

Tanwani, A. & Zhu, Q., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1124-1129 6 p. 8619628. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Algebraic Differential Equations
Robust control
Robust Control
Nash Equilibrium
Jump

Field-of-view prediction in 360-degree videos with attention-based neural encoder-decoder networks

Yu, J. & Liu, Y., Jun 18 2019, Proceedings of the 11th ACM Workshop on Immersive Mixed and Virtual Environment Systems, MMVE 2019. Association for Computing Machinery, Inc, p. 37-42 6 p. (Proceedings of the 11th ACM Workshop on Immersive Mixed and Virtual Environment Systems, MMVE 2019).

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

Time series
Throughput
Bandwidth

Flow field characteristics of a supersonic jet influenced by downstream microjet fluidic injection

Pourhashem, H., Kumar, S. & Kalkhoran, I. M., Oct 2019, In : Aerospace Science and Technology. 93, 105281.

Research output: Contribution to journalArticle

Fluidics
Flow fields
Mach number
Nozzles
Vortex flow

Game-theoretic defense of adversarial distributed support vector machines

Zhang, R. & Zhu, Q., Jan 1 2019, In : Journal of Advances in Information Fusion. 14, 1, p. 3-21 19 p.

Research output: Contribution to journalArticle

Support vector machines
Learning algorithms
Sensors
Parallel algorithms
Learning systems

Game theory for cyber deception a tutorial

Zhu, Q., Apr 1 2019, Proceedings of the 6th Annual Symposium on Hot Topics in the Science of Security, HotSoS 2019. Association for Computing Machinery, a8. (ACM International Conference Proceeding Series).

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

Game theory
Decision theory
Taxonomies
Control theory
Economics

Gaussian Filtering of EMG Signals for Improved Hand Gesture Classification

Ghalyan, I. F., Abouelenin, Z. M. & Kapila, V., Jan 16 2019, 2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8615596. (2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings).

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

Electromyography
Gestures
Hand
Noise
Median filters

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

Grading buildings on energy performance using city benchmarking data

Papadopoulos, S. & Kontokosta, C., Jan 1 2019, In : Applied Energy. 233-234, p. 244-253 10 p.

Research output: Contribution to journalArticle

benchmarking
Benchmarking
Energy efficiency
energy
energy efficiency

Graphene Mesh for Self-Sensing Ionic Soft Actuator Inspired from Mechanoreceptors in Human Body

Tabassian, R., Nguyen, V. H., Umrao, S., Mahato, M., Kim, J., Porfiri, M. & Oh, I. K., Jan 1 2019, (Accepted/In press) In : Advanced Science. 1901711.

Research output: Contribution to journalArticle

Open Access
mechanoreceptors
Mechanoreceptors
Graphite
human body
Human Body

Guest Editors’ Foreword

Aronov, B. & Katz, M. J., Jan 1 2019, In : Discrete and Computational Geometry.

Research output: Contribution to journalEditorial

Open Access

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

Intellectual property
Watermarking
Hardware
Hardware security
Testing

High-Level Synthesis of Benevolent Trojans

Pilato, C., Basu, K., Shayan, M., Regazzoni, F. & 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. 1124-1129 6 p. 8715199. (Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019).

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

High-level Synthesis
Intellectual Property
Intellectual property
SystemC
Digital Circuits
aluminum alloys
Aluminum alloys
mechanical properties
Mechanical properties
composite materials

High-throughput protein nanopatterning

Liu, X., Kumar, M., Calo, A., Albisetti, E., Zheng, X., Manning, K. B., Elacqua, E., Weck, M., Ulijn, R. V. & Riedo, E., Jan 1 2019, In : Faraday Discussions. 219, p. 33-43 11 p.

Research output: Contribution to journalArticle

enzymes
Throughput
proteins
Enzymes
Proteins

HistoryTracker: Minimizing human interactions in baseball game annotation

Ono, J. P., Gjoka, A., Salamon, J., Dietrich, C. & Silva, C., May 2 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

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

Sports
Radio frequency identification (RFID)
Cameras
Hardware
Monitoring

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

HyLine: A Simple and Practical Flow Scheduling for Commodity Datacenters

Abbasloo, S., 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. 334-342 9 p. 8696675. (2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings).

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

Scheduling
Resource allocation
Topology

Identification of Principal Factors in Determining Building Peak Energy Shaving Capacities during Demand Response Events

Yu, X. & Ergan, S., Jan 1 2019, Computing in Civil Engineering 2019: Smart Cities, Sustainability, and Resilience - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019. Wang, C., Cho, Y. K., Leite, F. & Behzadan, A. (eds.). American Society of Civil Engineers (ASCE), p. 547-554 8 p. (Computing in Civil Engineering 2019: Smart Cities, Sustainability, and Resilience - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019).

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

Electricity
Testbeds

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

Improving Graph Trend Filtering with Non-convex Penalties

Varma, R., Lee, H., Chi, Y. & 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. 5391-5395 5 p. 8683279. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Recovery

Improving Quality of Experience of Service-Chain Deployment for Multiple Users

Wang, I. C., Wen, C. H. P. & Chao, H. J., Jan 22 2019, 2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018. Institute of Electrical and Electronics Engineers Inc., 8624167. (2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018).

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

Linear programming
Telecommunication networks
Experiments
Latency
Resources

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

Infrastructure aging risk assessment for water distribution systems

Cantos, W. P. & Juran, I., May 1 2019, In : Water Science and Technology: Water Supply. 19, 3, p. 899-907 9 p.

Research output: Contribution to journalArticle

risk assessment
infrastructure
prioritization
degradation
assessment method

Iniquitous Cord-Cutting: An Analysis of Infringing IPTV Services

Pandey, P., Aliapoulios, M. & McCoy, D., Jun 1 2019, Proceedings - 4th IEEE European Symposium on Security and Privacy Workshops, EUROS and PW 2019. Institute of Electrical and Electronics Engineers Inc., p. 423-432 10 p. 8802514. (Proceedings - 4th IEEE European Symposium on Security and Privacy Workshops, EUROS and PW 2019).

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

IPTV
Ecosystems
Industry
World Wide Web
Subscription

Integrating Biometric Sensors, VR, and Machine Learning to Classify EEG Signals in Alternative Architecture Designs

Zou, Z., Yu, X. & Ergan, S., Jan 1 2019, Computing in Civil Engineering 2019: Visualization, Information Modeling, and Simulation - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019. Wang, C., Cho, Y. K., Leite, F. & Behzadan, A. (eds.). American Society of Civil Engineers (ASCE), p. 169-176 8 p. (Computing in Civil Engineering 2019: Visualization, Information Modeling, and Simulation - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019).

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

Biometrics
Virtual reality
Learning systems
Sensors
Architectural design

Intentional computational level design

Khalifa, A., Barros, G., Green, M. C. & Togelius, J., Jul 13 2019, GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 796-803 8 p. (GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference).

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

Mechanics
Video Games
Evolutionary algorithms
Evolutionary Algorithms
Game

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

Introduction to the Special Issue on Advances in Condition Monitoring and Assessment of Power Equipment

De Leon, F., Aug 2019, In : IEEE Transactions on Power Delivery. 34, 4, p. 1219-1220 2 p., 8771402.

Research output: Contribution to journalEditorial

Condition monitoring

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

INVITED: Building robust machine learning systems: Current progress, research challenges, and opportunities

Zhang, J. J., Liu, K., Khalid, F., Hanif, M. A., Rehman, S., Theocharides, T., Artussi, A., Shafique, M. & Garg, S., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a175. (Proceedings - Design Automation Conference).

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

Learning Systems
Learning systems
Machine Learning
Internet of Things
Autonomous Vehicles

Is Additive Utility Function Always a Sufficient Method in the Project Prioritization Process? Bridge Management Perspective

Kalan, O., Kurkcu, A. & Ozbay, K., Jan 1 2019, In : Transportation Research Record.

Research output: Contribution to journalArticle

Decision making
Asset management
Testing

Kid on the phone! Toward automatic detection of children on mobile devices

Nguyen, T., Roy, A. & Memon, N., Jul 1 2019, In : Computers and Security. 84, p. 334-348 15 p.

Research output: Contribution to journalArticle

Mobile devices
Sensors
Touch screens
Education
interaction

Kwiri - What, When, Where and Who: Everything you ever wanted to know about your game but didn't know how to ask

Machado, T., Gopstein, D., Nealen, A. & Togelius, J., Jan 1 2019, In : CEUR Workshop Proceedings. 2313, p. 43-50 8 p.

Research output: Contribution to journalConference article

Large-scale algorithm design for parallel FFT-based simulations on GPUs

Kulkarni, A., Franchetti, F. & Kovacevic, J., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 301-305 5 p. 8646675. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Fast Fourier transforms
Data storage equipment
Computer hardware
Partial differential equations
Costs
parameterization
building
urban planner
resilience
engineer

Large-scale simulation-based evaluation of fleet repositioning strategies for dynamic rideshare in New York City

Jung, J. Y. & Chow, J. Y. J., Apr 2 2019, In : SAE Technical Papers. 2019-April, April

Research output: Contribution to journalConference article

Curbs
Pickups
Experiments

Latitudinal differential rotation in the solar analogues 16 Cygni A and B

Bazot, M., Benomar, O., Christensen-Dalsgaard, J., Gizon, L., Hanasoge, S., Nielsen, M. B., Petit, P. & Sreenivasan, K., Mar 1 2019, In : Astronomy and Astrophysics. 623, 1834594.

Research output: Contribution to journalArticle

analogs
stars
equators
poles
oscillation

Layer dependence of graphene-diamene phase transition in epitaxial and exfoliated few-layer graphene using machine learning

Cellini, F., Lavini, F., Berger, C., De Heer, W. & Riedo, E., Jun 13 2019, In : 2D Materials. 6, 3, 035043.

Research output: Contribution to journalArticle

machine learning
Graphite
Graphene
Learning systems
graphene

Layered Image Compression Using Scalable Auto-Encoder

Jia, C., Liu, Z., Wang, Y., Ma, S. & Gao, W., Apr 22 2019, Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019. Institute of Electrical and Electronics Engineers Inc., p. 431-436 6 p. 8695403. (Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019).

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

Image compression
Neural networks
Textures
Pixels

Lead-free double perovskites Cs2InCuCl6 and (CH3NH3)2InCuCl6: Electronic, optical, and electrical properties

Pham, H. Q., Holmes, R. J., Aydil, E. & Gagliardi, L., Jun 21 2019, In : Nanoscale. 11, 23, p. 11173-11182 10 p.

Research output: Contribution to journalArticle

Electronic properties
Solar cells
Electric properties
Energy gap
Optical properties

Learning Robot-Object Distance Using Bayesian Regression with Application to A Collision Avoidance Scenario

Ghalyan, I. F. J., Jaydeep, A. & Kapila, V., May 6 2019, 2018 IEEE Applied Imagery Pattern Recognition Workshop, AIPR 2018. Institute of Electrical and Electronics Engineers Inc., 8707380. (Proceedings - Applied Imagery Pattern Recognition Workshop; vol. 2018-October).

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

Robot learning
Collision avoidance
Cameras
Robots
Ultrasonic sensors

Level design patterns in 2D games

Khalifa, A., De Mesentier Silva, F. & Togelius, J., Aug 2019, IEEE Conference on Games 2019, CoG 2019. IEEE Computer Society, 8847953. (IEEE Conference on Computatonal Intelligence and Games, CIG; vol. 2019-August).

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

Industry

Leveling the playing field: Fairness in AI versus human game benchmarks

Canaan, R., Salge, C., Togelius, J. & Nealen, A., Aug 26 2019, Proceedings of the 14th International Conference on the Foundations of Digital Games, FDG 2019. Khosmood, F., Pirker, J., Apperley, T. & Deterding, S. (eds.). Association for Computing Machinery, 37. (ACM International Conference Proceeding Series).

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

Taxonomies
History

Leveraging contact forces for learning to grasp

Merzic, H., Bogdanovic, M., Kappler, D., Righetti, L. & Bohg, J., May 1 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., p. 3615-3621 7 p. 8793733. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

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

Feedback
Grippers
Reinforcement learning
Robotics
Robots

Locking the design of building blocks for quantum circuits

Saeed, S. M., Wille, R. & Karri, R., Oct 2019, In : ACM Transactions on Embedded Computing Systems. 18, 5s, a60.

Research output: Contribution to journalArticle

Quantum computers
Networks (circuits)
Servers
Intellectual property
Outsourcing

Longitudinal structural connectivity in the developing brain with projective non-negative matrix factorization

Kim, H., Piven, J. & Gerig, G., Jan 1 2019, Medical Imaging 2019: Image Processing. Landman, B. A., Angelini, E. D., Angelini, E. D. & Angelini, E. D. (eds.). SPIE, 109490Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

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

Factorization
factorization
brain
Brain
Network components

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