Department of Electrical Engineering & Computer Science

Research Output 1972 2019

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Conference contribution
2019

3D Capsule Networks for Object Classification from 3D Model Data

Ahmad, A., Kakillioglu, B. & Velipasalar, S., 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. 2225-2229 5 p. 8645256. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Neural networks

Actor-critic deep reinforcement learning for dynamic multichannel access

Zhong, C., Lu, Z., Gursoy, M. C. & Velipasalar, S., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 599-603 5 p. 8646405. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Reinforcement learning
Uncertainty

A General Framework to Map Neural Networks onto Neuromorphic Processor

Fang, H., Shrestha, A., Zhao, Z., Wang, Y. & Qiu, Q., Apr 23 2019, Proceedings of the 20th International Symposium on Quality Electronic Design, ISQED 2019. IEEE Computer Society, p. 20-25 6 p. 8697495. (Proceedings - International Symposium on Quality Electronic Design, ISQED; vol. 2019-March).

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

Neural networks
Hardware
Communication
Distributed computer systems
Parallel processing systems

A simulation framework for fast design space exploration of unmanned air system traffic management policies

Zhao, Z., Luo, C., Zhao, J., Qiu, Q., Gursoy, M. C., Caicedo Bastidas, C. E. & Basti, F., Apr 1 2019, ICNS 2019 - 2019 Integrated Communications, Navigation and Surveillance Conference: Enabling Future Flight through Evolving ICNS Technologies. Institute of Electrical and Electronics Engineers Inc., 8735348. (Integrated Communications, Navigation and Surveillance Conference, ICNS; vol. 2019-April).

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

Aircraft
Air
Free flight
Cellular radio systems
Combinatorial optimization
1 Citation (Scopus)

Autonomous waypoints planning and trajectory generation for multi-rotor UAVs

Li, Y., Eslamiat, H., Wang, N., Zhao, Z., Sanyal, A. & Qiu, Q., Apr 15 2019, DESTION 2019 - Proceedings of the Workshop on Design Automation for CPS and IoT. Ramachandran, G. S. & Ortiz, J. (eds.). Association for Computing Machinery, Inc, p. 31-40 10 p. (DESTION 2019 - Proceedings of the Workshop on Design Automation for CPS and IoT).

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

Open Access
Trajectory Generation
Unmanned aerial vehicles (UAV)
Rotor
Optimal Trajectory
Rotors

Body-taps: Authenticating your device through few simple taps

Shukla, D., Wei, G., Xue, D., Jin, Z. & Phoha, V., Apr 24 2019, 2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems, BTAS 2018. Institute of Electrical and Electronics Engineers Inc., 8698602. (2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems, BTAS 2018).

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

Authentication
Gesture
Sensor
Motion
Random Forest

Compact Third-Order Bandpass Frequency Selective Surface with Wide Spurious-Suppression Bandwidth

Payne, K., Lee, J. K., Xu, K. & Choi, J. H., Jan 10 2019, 2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2037-2038 2 p. 8608236. (2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings).

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

Frequency selective surfaces
selective surfaces
retarding
bandwidth
Bandwidth

Decision Tree Design for Classification in Crowdsourcing Systems

Geng, B., Li, Q. & Varshney, P. K., 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. 859-863 5 p. 8645073. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Decision trees
Entropy
Costs

Deep learning based power control for quality-driven wireless video transmissions

Ye, C., Gursoy, M. C. & Velipasalar, S., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 574-578 5 p. 8646470. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Power control
Energy resources
Power transmission
Resource allocation
Computational complexity

Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless Networks

Zhong, C., Gursoy, M. C. & Velipasalar, S., May 1 2019, 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8762084. (IEEE International Conference on Communications; vol. 2019-May).

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

Multimedia services
Reinforcement learning
Base stations
Wireless networks
Decision making

Deep Reinforcement Learning for Fairness in Distributed Robotic Multi-type Resource Allocation

Zhu, Q. & Oh, J. C., Jan 15 2019, Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018. Wani, M. A., Sayed-Mouchaweh, M., Lughofer, E., Gama, J. & Kantardzic, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 460-466 7 p. 8614100. (Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018).

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

Reinforcement learning
Resource allocation
Robotics
Robots
Fairness

Efficient cloud resource management using neuromorphic modeling and prediction for virtual machine resource utilization

Li, Z., Ma, X., Li, J., Qiu, Q. & Wang, Y., Jun 1 2019, 2019 IEEE International Conference on Embedded Software and Systems, ICESS 2019. Institute of Electrical and Electronics Engineers Inc., 8782503. (2019 IEEE International Conference on Embedded Software and Systems, ICESS 2019).

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

Natural resources management
resource allocation
resources management
Embedded software
Network security

Energy-efficient joint antenna and user selection in single-cell massive MIMO systems

Guo, M. & Gursoy, M. C., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 838-842 5 p. 8646642. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Antennas
Energy efficiency
Communication systems
Entropy

E-RNN: Design optimization for efficient recurrent neural networks in FPGAS

Li, Z., Ding, C., Wang, S., Wen, W., Zhuo, Y., Liu, C., Qiu, Q., Xu, W., Lin, X., Qian, X. & Wang, Y., Mar 26 2019, Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019. Institute of Electrical and Electronics Engineers Inc., p. 69-80 12 p. 8675229. (Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019).

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

Recurrent neural networks
Field programmable gate arrays (FPGA)
Hardware
Energy efficiency
Design optimization
2 Citations (Scopus)

Fake News: Fundamental theories, detection strategies and challenges

Zhou, X., Zafarani, R., Shu, K. & Liu, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 836-837 2 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

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

Information science
Social sciences
Information retrieval
Computer science
Data mining
1 Citation (Scopus)

Fake news detection: An interdisciplinary research

Zhou, X. & Zafarani, R., May 13 2019, The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, 1 p. (The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019).

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

Social sciences
Learning systems
Erosion

Fake news research: Theories, detection strategies, and open problems

Zafarani, R., Zhou, X., Shu, K. & Liu, H., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3207-3208 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Natural language processing systems
Search engines
Learning algorithms
Information science
Social sciences
1 Citation (Scopus)

GEM 2-tree: A gas-efficient structure for authenticated range queries in blockchain

Zhang, C., Xu, C., Xu, J., Tang, Y. & Choi, B., Apr 1 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 842-853 12 p. 8731412. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

Air cushion vehicles
Data structures
Gases
Metadata
Costs

Generalized Approximate Message Passing for Noisy 1-Bit Compressed Sensing with Side-Information

Kafle, S., Wimalajeewa, T. & Varshney, P. K., 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. 1964-1968 5 p. 8645169. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Compressed sensing
Message passing
Signal reconstruction

Hand in Motion: Enhanced authentication through wrist and mouse movement

Li, B., Wang, W., Gao, Y., Phoha, V. & Jin, Z., Apr 24 2019, 2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems, BTAS 2018. Institute of Electrical and Electronics Engineers Inc., 8698577. (2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems, BTAS 2018).

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

Authentication
Mouse
Motion
Ensemble Classifier
Sequential Sampling

How Would you Like Your Packets Delivered? An SDN-Enabled Open Platform for QoS Routing

Gao, C., Rajabian-Schwart, V., Zhang, W., Xue, G. & Tang, J., Jan 22 2019, 2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018. Institute of Electrical and Electronics Engineers Inc., 8624137. (2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018).

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

Quality of service
Telecommunication traffic
Innovation
Internet
Software defined networking

Human activity classification incorporating egocentric video and inertial measurement unit data

Lu, Y. & Velipasalar, S., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 429-433 5 p. 8646367. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Units of measurement
Sensors
Cameras
Experiments

Identification of internal faults in indirect symmetrical phase shift transformers using ensemble learning

Bera, P. K., Kumar, R. & Isik, C., Feb 14 2019, 2018 IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2018. Institute of Electrical and Electronics Engineers Inc., 8705100. (2018 IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2018; vol. 2019-January).

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

Phase shift
Information theory
Multilayer neural networks
Support vector machines
Learning systems

Image Completion with Discriminator Guided Context Encoder

Altay, F. & Velipasalar, S., 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. 2220-2224 5 p. 8645434. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Discriminators
Textures
Neural networks
1 Citation (Scopus)

Impact of Cooperation in Flow-Induced Diffusive Mobile Molecular Communication

Varshney, N., Patel, A., Haselmayr, W., Jagannatham, A. K., Varshney, P. K. & Guo, W., 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. 494-498 5 p. 8645179. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Communication
Channel capacity
Blood vessels
Communication systems

Increasing Collaboration among Geotechnical Engineering Faculty: A Case Study from the "geotechnical Engineering Women Faculty: Networked and Thriving" Project

Meehan, C. L., Kumar, S., Pando, M. A., Coe, J. T., Gallagher, P., Bhatia, S. K., Alestalo, S., Soundarajan, S. & Athanasopoulos-Zekkos, A., Jan 1 2019, Geotechnical Special Publication. Kumar, S., Coe, J. T., Meehan, C. L. & Pando, M. A. (eds.). GSP 314 ed. American Society of Civil Engineers (ASCE), p. 86-98 13 p. (Geotechnical Special Publication; vol. 2019-March, no. GSP 314).

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

Geotechnical engineering
geotechnical engineering
Seed
seed
social network

Joint energy and sinr coverage in energy harvesting mmwave cellular networks with user-centric base station deployments

Wang, X. & Gursoy, M. C., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1271-1275 5 p. 8646500. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Energy harvesting
Millimeter waves
Base stations
Geometry
Communication

Learning in a Continuous-Valued Attractor Network

Sosis, B., Katz, G. & Reggia, J., Jan 15 2019, Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018. Wani, M. A., Sayed-Mouchaweh, M., Lughofer, E., Gama, J. & Kantardzic, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 278-284 7 p. 8614073. (Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018).

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

Data storage equipment
Associative storage
Attractor
Neural networks
Experiments

Lightweight blockchain logging for data-intensive applications

Tang, Y., Xing, Z., Xu, C., Chen, J. & Xu, J., Jan 1 2019, Financial Cryptography and Data Security - FC 2018 International Workshops, BITCOIN, VOTING, and WTSC, Revised Selected Papers. Bracciali, A., Zohar, A., Clark, J., Sala, M., Eyal, I., Teague, V. & Pintore, F. (eds.). Springer Verlag, p. 308-324 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10958 LNCS).

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

Paradigm
Data structures
Auditing
Random Access
Systems analysis

Looking through your smartphone screen to steal your pin using a 3D camera

Shukla, D., Phoha, V. & Prakash, S., Jan 1 2019, Intelligent Computing - Proceedings of the 2018 Computing Conference. Kapoor, S., Bhatia, R. & Arai, K. (eds.). Springer Verlag, p. 1010-1020 11 p. (Advances in Intelligent Systems and Computing; vol. 857).

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

Smartphones
Video recording
Cameras
Display devices

Low-Profile Plasma-based Tunable Absorber

Payne, K., Lee, J. K., Xu, K. & Choi, J. H., Jan 10 2019, 2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2065-2066 2 p. 8608434. (2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings).

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

Frequency selective surfaces
absorbers
selective surfaces
Plasmas
Tuning

Noisy 1-Bit Compressed Sensing with Heterogeneous Side-information

Kafle, S., Wimalajeewa, T. & Varshney, P. K., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4873-4877 5 p. 8682936. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Compressed sensing
Signal reconstruction
Message passing
Recovery
Experiments

Object classification from 3D volumetric data with 3D capsule networks

Kakillioglu, B., Ahmad, A. & Velipasalar, S., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 385-389 5 p. 8646333. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Neural networks
Virtual reality
Computer vision
Navigation
Sensors

Obstacle Detection and Classification with Portable Uncalibrated Patterned Projected Light

Cornacchia, M., Zheng, Y., Kakillioglu, B. & Velipasalar, S., 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. 2230-2234 5 p. 8645346. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Cameras
Collision avoidance
Light sources
Calibration
Robots
1 Citation (Scopus)

On Random Distortion Testing Based Sequential Non-Parametric Hypothesis Testing

Khanduri, P., Pastor, D., Sharma, V. & Varshney, P. K., Feb 5 2019, 2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018. Institute of Electrical and Electronics Engineers Inc., p. 328-334 7 p. 8635920. (2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018).

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

Nonparametric Testing
Hypothesis Testing
Testing
Sequential Algorithm
Likelihood Ratio

On Self-Localization and Tracking with an Unknown Number of Targets

Sharma, P., Saucan, A. A., Bucci, D. J. & Varshney, P. K., 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. 1735-1739 5 p. 8645547. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Target tracking
Mobile agents
State estimation
Uncertainty

On the Induction of Cascading Failures in Transportation Networks

Kearney, G. & Fardad, M., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1821-1826 6 p. 8619519. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Cascading Failure
Transportation Networks
Proof by induction
Traffic Network
Cell

Outage Probability Analysis in D2D-Enabled mmWave Cellular Networks with Clustered Users

Turgut, E. & Gursoy, M. C., Apr 12 2019, 2018 IEEE 88th Vehicular Technology Conference, VTC-Fall 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8690970. (IEEE Vehicular Technology Conference; vol. 2018-August).

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

Millimeter Wave
Outage Probability
Cellular Networks
Millimeter waves
Outages

Power Optimization for Energy Efficient Wireless Communications Using Hybrid-ARQ

Li, Y., Xiong, W., Sullivan, N., Chen, G., Chen, B., Hadynski, G., Banner, C., Xu, Y. & Tian, X., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1062-1067 6 p. 8599743. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

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

Quality of service
Communication
Energy harvesting
Wireless networks
Interpolation

Python source code de-anonymization using nested bigrams

Hozhabrierdi, P., Fuentes Hitos, D. & Mohan, C. K., Feb 7 2019, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. Yu, J., Li, Z., Tong, H. & Zhu, F. (eds.). IEEE Computer Society, p. 23-28 6 p. 8637444. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2018-November).

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

Feedforward neural networks
Feature extraction
Classifiers
Experiments
1 Citation (Scopus)

Reinforced adversarial attacks on deep neural networks using ADMM

Zhao, P., Xu, K., Zhang, T., Fardad, M., Wang, Y. & Lin, X., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1169-1173 5 p. 8646651. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Distillation
Deep neural networks
Deep learning
1 Citation (Scopus)

Robust Distributed Detection in Massive MIMO Wireless Sensor Networks under CSI Uncertainty

Chawla, A., Patel, A., Jagannatham, A. K. & Varshney, P. K., Apr 12 2019, 2018 IEEE 88th Vehicular Technology Conference, VTC-Fall 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8690918. (IEEE Vehicular Technology Conference; vol. 2018-August).

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

Channel state information
Channel State Information
Multiple-input multiple-output (MIMO)
Wireless Sensor Networks
Wireless sensor networks

Sentiment prediction in social networks

Jin, S. & Zafarani, R., Feb 7 2019, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. Yu, J., Li, Z., Tong, H. & Zhu, F. (eds.). IEEE Computer Society, p. 1340-1347 8 p. 8637419. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2018-November).

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

Social sciences
Structural properties

TruZ-view: Developing trustZone user interface for mobile oS using delegation integration model

Ying, K., Thavai, P. & Du, W., Mar 13 2019, CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy. Association for Computing Machinery, Inc, p. 1-12 12 p. (CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy).

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

Open Access
User interfaces
Application programs
Mobile devices

Uplink Coverage in Heterogeneous mmWave Cellular Networks with User-Centric Small Cell Deployments

Wang, X. & Gursoy, M. C., Apr 12 2019, 2018 IEEE 88th Vehicular Technology Conference, VTC-Fall 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8690884. (IEEE Vehicular Technology Conference; vol. 2018-August).

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

Heterogeneous Networks
Uplink
Cellular Networks
Coverage
Cell

Using Planar Probe Array Near Field Measurement to Obtain Accurate Far Field Antenna Pattern Efficiently

Chen, H. & Sarkar, T. K., Mar 1 2019, 2019 IEEE International Conference on Computational Electromagnetics, ICCEM 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8779025. (2019 IEEE International Conference on Computational Electromagnetics, ICCEM 2019 - Proceedings).

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

Electric field measurement
Antenna Arrays
method of moments
Method of Moments
Optical resolving power
2018

Acceleration-invariant pulse compression using hyperbolic frequency modulated waveforms

Yang, J. & Sarkar, T. K., Mar 21 2018, 2006 International Waveform Diversity and Design Conference, WDD 2006 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-5 5 p.

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

Pulse compression
pulse compression
waveforms
frequency shift
signal distortion
11 Citations (Scopus)

A deep reinforcement learning-based framework for content caching

Zhong, C., Gursoy, M. C. & Velipasalar, S., May 21 2018, 2018 52nd Annual Conference on Information Sciences and Systems, CISS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

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

Reinforcement learning
Base stations
Wireless networks
4 Citations (Scopus)

A deep reinforcement learning framework for optimizing fuel economy of hybrid electric vehicles

Zhao, P., Wang, Y., Chang, N., Zhu, Q. & Lin, X., Feb 20 2018, ASP-DAC 2018 - 23rd Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 196-202 7 p.

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

Reinforcement learning
Hybrid vehicles
Fuel economy
Powertrains
Electric motors

A fast and effective memristor-based method for finding approximate eigenvalues and eigenvectors of non-negative matrices

Wang, C., Jalali, Z. S., Ding, C., Wang, Y. & Soundarajan, S., Aug 7 2018, Proceedings - 2018 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2018. IEEE Computer Society, Vol. 2018-July. p. 563-568 6 p. 8429429

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

Memristors
Eigenvalues and eigenfunctions
Decomposition
Quantum theory
Circuit theory