Department of Electrical Engineering & Computer Science

Research Output 1972 2020

2020

Colocated MIMO radar waveform optimization with receive beamforming

Zhou, S., Lu, J., Varshney, P. K., Wang, J., Ma, H. & Liu, H., Mar 2020, In : Digital Signal Processing: A Review Journal. 98, 102635.

Research output: Contribution to journalArticle

Beamforming
Multiple-input multiple-output (MIMO)
Waveform
Radar
Unequal

Multiple-source ellipsoidal localization using acoustic energy measurements

Meng, F., Shen, X., Wang, Z., Liu, H., Wang, J., Zhu, Y. & Varshney, P. K., Feb 2020, In : Automatica. 112, 108737.

Research output: Contribution to journalArticle

Electric power measurement
Acoustics
Taylor series
State estimation
Probability density function

Optimization of electric vehicle charging scheduling in urban village networks considering energy arbitrage and distribution cost

Srithapon, C., Ghosh, P., Siritaratiwat, A. & Chatthaworn, R., Jan 1 2020, In : Energies. 13, 2, 349.

Research output: Contribution to journalArticle

Open Access
Vehicle Scheduling
Electric Vehicle
Arbitrage
Electric vehicles
Transformer
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

A Copula-Based Uncertainty Modeling of Wind Power Generation for Probabilistic Power Flow Study

Philippe, W. P. J., Eftekharnejad, S. & Ghosh, P. K., Aug 2019, Proceedings of 2019 the 7th International Conference on Smart Energy Grid Engineering, SEGE 2019. Institute of Electrical and Electronics Engineers Inc., p. 218-222 5 p. 8859746. (Proceedings of 2019 the 7th International Conference on Smart Energy Grid Engineering, SEGE 2019).

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

Wind power
Power generation
Testbeds
Uncertainty
Monte Carlo simulation

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 Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access

Zhong, C., Lu, Z., Gursoy, M. C. & Velipasalar, S., Dec 2019, In : IEEE Transactions on Cognitive Communications and Networking. 5, 4, p. 1125-1139 15 p., 8896945.

Research output: Contribution to journalArticle

Reinforcement learning
Experiments

A deep recurrent neural network based predictive control framework for reliable distributed stream data processing

Xu, J., Tang, J., Xu, Z., Yin, C., Kwiat, K. & Kamhoua, C., May 2019, Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019. Institute of Electrical and Electronics Engineers Inc., p. 262-272 11 p. 8821032. (Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019).

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

Recurrent neural networks
Websites
Statistics
Degradation
Grouping

Age Minimization for Status Update Systems with Packet Based Transmissions over Fading Channels

Qiao, D. & Gursoy, M. C., Oct 2019, 2019 11th International Conference on Wireless Communications and Signal Processing, WCSP 2019. Institute of Electrical and Electronics Engineers Inc., 8928078. (2019 11th International Conference on Wireless Communications and Signal Processing, WCSP 2019).

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

Power control
Fading channels
Natural sciences
1 Citation (Scopus)

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

Age-Optimal Power Control for Status Update Systems with Packet-Based Transmissions

Qiao, D. & Gursoy, M. C., Dec 2019, In : IEEE Wireless Communications Letters. 8, 6, p. 1604-1607 4 p., 8772205.

Research output: Contribution to journalArticle

Power control
Fading channels

An Efficient Construction Strategy for Near-Optimal Variable-Length Error-Correcting Codes

Chen, Y. M., Wu, F. T., Li, C. P. & Varshney, P. K., Mar 1 2019, In : IEEE Communications Letters. 23, 3, p. 398-401 4 p., 8606251.

Research output: Contribution to journalArticle

Variable Length Codes
Error-correcting Codes
Cross-entropy
Entropy
Channel Coding

An event-driven neuromorphic system with biologically plausible temporal dynamics

Fang, H., Shrestha, A., Zhao, Z., Li, Y. & Qiu, Q., Nov 2019, 2019 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2019 - Digest of Technical Papers. Institute of Electrical and Electronics Engineers Inc., 8942083. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2019-November).

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

Neural networks
Neurons
Hardware
Energy efficiency
Field programmable gate arrays (FPGA)

An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM

Yuan, G., Ma, X., Ding, C., Lin, S., Zhang, T., Jalali, Z. S., Zhao, Y., Jiang, L., Soundarajan, S. & Wang, Y., Jul 2019, International Symposium on Low Power Electronics and Design, ISLPED 2019. Institute of Electrical and Electronics Engineers Inc., 8824944. (Proceedings of the International Symposium on Low Power Electronics and Design; vol. 2019-July).

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

Memristors
Data storage equipment
Electric power utilization
Deep neural networks
Hardware

Approximating back-propagation for a biologically plausible local learning rule in spiking neural networks

Shrestha, A., Fang, H., Wu, Q. & Qiu, Q., Jul 23 2019, ICONS 2019 - Proceedings of International Conference on Neuromorphic Systems. Association for Computing Machinery, a10. (ACM International Conference Proceeding Series).

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

Backpropagation algorithms
Backpropagation
Neurons
Neural networks
Learning algorithms

A programmable neural virtual machine based on a fast store-erase learning rule

Katz, G., Davis, G. P., Gentili, R. J. & Reggia, J. A., Nov 1 2019, In : Neural Networks. 119, p. 10-30 21 p.

Research output: Contribution to journalArticle

Learning
Computer Systems
Computer architecture
Language
Plasticity
1 Citation (Scopus)

A real-time bird sound recognition system using a low-cost microcontroller

Küc̣üktopcu, O., Masazade, E., Ünsalan, C. & Varshney, P. K., May 1 2019, In : Applied Acoustics. 148, p. 194-201 8 p.

Research output: Contribution to journalArticle

birds
acoustics
data recording
data storage
microphones

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)

A Stabilized Marching-on-in-Degree Scheme for the Transient Solution of the Electric Field Integral Equation

Zhu, M. D., Sarkar, T. K. & Chen, H., May 1 2019, In : IEEE Transactions on Antennas and Propagation. 67, 5, p. 3232-3240 9 p., 8649754.

Research output: Contribution to journalArticle

Integral equations
Electric fields
Convergence of numerical methods
Transient analysis
Polynomials
1 Citation (Scopus)

A sybil-resistant truth discovery framework for mobile crowdsensing

Lin, J., Yang, D., Wu, K., Tang, J. & Xue, G., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 871-880 10 p. 8884822. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

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

Sensors
Experiments

Authenticated LSM Trees with Minimal Trust

Tang, Y., Li, K. & Chen, J., Jan 1 2019, Security and Privacy in Communication Networks - 15th EAI International Conference, SecureComm 2019, Proceedings. Chen, S., Choo, K-K. R., Fu, X., Lou, W. & Mohaisen, A. (eds.). Springer, p. 454-471 18 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 305 LNICST).

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

Data structures
Security of data
Polynomials
Trusted computing

Autonomous waypoint planning, optimal trajectory generation and nonlinear tracking control for multi-rotor UAVS

Eslamiat, H., Li, Y., Wang, N., Sanyal, A. & Qiu, Q., Jun 1 2019, 2019 18th European Control Conference, ECC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2695-2700 6 p. 8795855. (2019 18th European Control Conference, ECC 2019).

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

Trajectory Generation
Optimal Trajectory
Nonlinear Control
Tracking Control
Rotor
2 Citations (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
1 Citation (Scopus)

Characterizing susceptible users on Reddit's changemyview

Mensah, H., Xiao, L. & Soundarajan, S., Jul 19 2019, 10th International Conference on Social Media and Society: Rethinking Privacy and Trust, SMSociety 2019. Association for Computing Machinery, p. 102-107 6 p. (ACM International Conference Proceeding Series).

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

Experiments
Near infrared spectroscopy
Brain
Blood
Neural networks
Gages
1 Citation (Scopus)

Communication Network Topology Inference via Transfer Entropy

Sharma, P., Bucci, D. J., Brahma, S. K. & Varshney, P. K., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Network Science and Engineering.

Research output: Contribution to journalArticle

Telecommunication networks
Entropy
Topology
Discrete event simulation
Linear regression

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
6 Citations (Scopus)

Coverage in Downlink Heterogeneous mmWave Cellular Networks with User-Centric Small Cell Deployment

Wang, X., Turgut, E. & Gursoy, M. C., Apr 1 2019, In : IEEE Transactions on Vehicular Technology. 68, 4, p. 3513-3533 21 p., 8629042.

Research output: Contribution to journalArticle

Millimeter Wave
Cellular Networks
Millimeter waves
Coverage
Base stations

Decentralized Gaussian Filters for Cooperative Self-Localization and Multi-Target Tracking

Sharma, P., Saucan, A. A., Bucci, D. J. & Varshney, P. K., Nov 15 2019, In : IEEE Transactions on Signal Processing. 67, 22, p. 5896-5911 16 p., 8864098.

Research output: Contribution to journalArticle

Target tracking
Communication
Uncertainty
Experiments

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

Deep reinforcement learning with applications in transportation

Qin, Z., Tang, J. & Ye, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3201-3202 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Reinforcement learning
Traffic signals
Planning
2 Citations (Scopus)

Detection of Sparse Stochastic Signals with Quantized Measurements in Sensor Networks

Wang, X., Li, G. & Varshney, P. K., Apr 15 2019, In : IEEE Transactions on Signal Processing. 67, 8, p. 2210-2220 11 p., 8666734.

Research output: Contribution to journalArticle

Sensor networks
Detectors
Sensors
Gaussian distribution
Fusion reactions
Voltage measurement
Voltage control
Electric potential
Uncertainty
1 Citation (Scopus)

Discrete Interference Suppression Method Based on Robust Sparse Bayesian Learning for STAP

Yang, X., Sun, Y., Yang, J., Long, T. & Sarkar, T. K., Jan 1 2019, In : IEEE Access. 7, p. 26740-26751 12 p., 8648400.

Research output: Contribution to journalArticle

Open Access
Space time adaptive processing
Interference suppression
Glossaries
Radar
Calibration

Distributed Detection in Massive MIMO Wireless Sensor Networks under Perfect and Imperfect CSI

Chawla, A., Patel, A., Jagannatham, A. K. & Varshney, P. K., Aug 1 2019, In : IEEE Transactions on Signal Processing. 67, 15, p. 4055-4068 14 p., 8744263.

Research output: Contribution to journalArticle

Channel state information
Wireless sensor networks
Fusion reactions
Antennas
Scaling laws

Distributed Detection of Sparse Stochastic Signals via Fusion of 1-bit Local Likelihood Ratios

Li, C., He, Y., Wang, X., Li, G. & Varshney, P. K., Dec 2019, In : IEEE Signal Processing Letters. 26, 12, p. 1738-1742 5 p., 8854811.

Research output: Contribution to journalArticle

Local Likelihood
Locally Most Powerful Test
Likelihood Ratio
Fusion
Fusion reactions
1 Citation (Scopus)

Distributed detection of weak signals from one-bit measurements under observation model uncertainties

Wang, X., Li, G. & Varshney, P. K., Mar 1 2019, In : IEEE Signal Processing Letters. 26, 3, p. 415-419 5 p., 8607002.

Research output: Contribution to journalArticle

Model Uncertainty
Locally Most Powerful Test
Detector
Detectors
Sensor

Diversity Combining of Non-Coherently Modulated LDPC Codes in Wireless Communications

Chen, B., Zhu, F., Borle, K. & Zhao, Y., Mar 26 2019, Patent No. 10,243,696

Research output: Patent

Communication
Demodulators
Decoding

Dynamic channel access and power control via deep reinforcement learning

Lu, Z. & Gursoy, M. C., Sep 2019, 2019 IEEE 90th Vehicular Technology Conference, VTC 2019 Fall - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8891391. (IEEE Vehicular Technology Conference; vol. 2019-September).

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

Reinforcement learning
Power Control
Reinforcement Learning
Access Control
Access control

Editorial: Mobile and Ubiquitous Systems: Computing, Networking and Services

Borcea, C., Mao, S. & Tang, J., Jan 1 2019, (Accepted/In press) In : Mobile Networks and Applications.

Research output: Contribution to journalEditorial

Open Access

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

resources management
resources
predictions
autoregressive moving average
machine learning

Efficient Direction-of-Arrival Estimation Method Based on Variable-Step-Size LMS Algorithm

Jalal, B., Yang, X., Wu, X., Long, T. & Sarkar, T. K., Aug 1 2019, In : IEEE Antennas and Wireless Propagation Letters. 18, 8, p. 1576-1580 5 p., 8740945.

Research output: Contribution to journalArticle

Direction of arrival
Computational complexity
Decomposition
Computer simulation

Electrically Tunable Microwave Absorber Based on Discrete Plasma-Shells

Payne, K., Xu, K., Choi, J. H. & Lee, J. K., Oct 2019, In : IEEE Transactions on Antennas and Propagation. 67, 10, p. 6523-6531 9 p., 8753721.

Research output: Contribution to journalArticle

Microwaves
Plasmas
Tuning
Electric potential
Equivalent circuits

Enabling data trustworthiness and user privacy in mobile crowdsensing

Wu, H., Wang, L., Xue, G., Tang, J. & Yang, D., Dec 2019, In : IEEE/ACM Transactions on Networking. 27, 6, p. 2294-2307 14 p., 8884665.

Research output: Contribution to journalArticle

Mobile devices
Communication
Sensors

Encoding of a Chaotic Attractor in a Reservoir Computer: A Directional Fiber Investigation

Krishnagopal, S., Katz, G., Girvan, M. & Reggia, J., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8851853. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).

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

Fibers
Learning systems
Time series

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