Department of Electrical Engineering & Computer Science

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2020

3D Capsule Networks for Object Classification with Weight Pruning

Kakillioglu, B., Ren, A., Wang, Y. & Velipasalar, S., Jan 1 2020, In : IEEE Access. 8, p. 27393-27405 13 p., 8984369.

Research output: Contribution to journalArticle

Open Access

ANALYSIS OF TIME RESPONSE OF LOSSY MULTICONDUCTOR TRANSMISSION LINE NETWORKS.

Djordjevic, A. R. & Sarkar, T. K., Jan 1 2020, In : IEEE Transactions on Microwave Theory and Techniques. MTT-35, 10, p. 898-908 11 p.

Research output: Contribution to journalArticle

3 Scopus citations

A novel application of levenshtein distance for assessment of high-level motor planning underlying performance during learning of complex motor sequences

Hauge, T. C., Katz, G. E., Davis, G. P., Jaquess, K. J., Reinhard, M. J., Costanzo, M. E., Reggia, J. A. & Gentili, R. J., Apr 2020, In : Journal of Motor Learning and Development. 8, 1, p. 67-86 20 p.

Research output: Contribution to journalArticle

1 Scopus citations

A Probabilistic Cascading Failure Model for Dynamic Operating Conditions

Ma, R., Jin, S., Eftekharnejad, S., Zafarani, R. & Philippe, W. P. J., 2020, In : IEEE Access. 8, p. 61741-61753 13 p., 9050711.

Research output: Contribution to journalArticle

Open Access

Autonomous Selective Parts-Based Tracking

Cornacchia, M. & Velipasalar, S., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 4349-4361 13 p., 8967195.

Research output: Contribution to journalArticle

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

Deep Reinforcement Learning Based Edge Caching in Wireless Networks

Zhong, C., Gursoy, M. C. & Velipasalar, S., Jan 1 2020, (Accepted/In press) In : IEEE Transactions on Cognitive Communications and Networking.

Research output: Contribution to journalArticle

Open Access

Distributed Detection of Sparse Signals with Censoring Sensors Via Locally Most Powerful Test

Li, C., Li, G. & Varshney, P. K., Jan 1 2020, In : IEEE Signal Processing Letters. 27, p. 346-350 5 p., 8976280.

Research output: Contribution to journalArticle

Distributed Energy-Efficient Multi-UAV Navigation for Long-Term Communication Coverage by Deep Reinforcement Learning

Liu, C. H., Ma, X., Gao, X. & Tang, J., Jun 1 2020, In : IEEE Transactions on Mobile Computing. 19, 6, p. 1274-1285 12 p., 8676325.

Research output: Contribution to journalArticle

1 Scopus citations

Distributed sequential detection: Dependent observations and imperfect communication

Zhang, S., Khanduri, P. & Varshney, P. K., Jan 1 2020, In : IEEE Transactions on Signal Processing. 68, p. 830-842 13 p., 8911504.

Research output: Contribution to journalArticle

Gibbs Distribution Based Antenna Splitting and User Scheduling in Full Duplex Massive MIMO Systems

Guo, M. & Gursoy, M. C., Apr 2020, In : IEEE Transactions on Vehicular Technology. 69, 4, p. 4508-4515 8 p., 8998300.

Research output: Contribution to journalArticle

1 Scopus citations

Minimum Byzantine Effort for Blinding Distributed Detection in Wireless Sensor Networks

Lin, H. Y., Chen, P. N., Han, Y. S. & Varshney, P. K., Jan 1 2020, In : IEEE Transactions on Signal Processing. 68, p. 647-661 15 p., 8952795.

Research output: Contribution to journalArticle

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

Optimal Power Allocation for Full-Duplex Underwater Relay Networks with Energy Harvesting: A Reinforcement Learning Approach

Wang, R., Yadav, A., Makled, E. A., Dobre, O. A., Zhao, R. & Varshney, P. K., Feb 2020, In : IEEE Wireless Communications Letters. 9, 2, p. 223-227 5 p., 8882231.

Research output: Contribution to journalArticle

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
1 Scopus citations

Privacy-Preserving Power System Obfuscation: A Bilevel Optimization Approach

Mak, T. W. K., Fioretto, F., Shi, L. & Van Hentenryck, P., Mar 2020, In : IEEE Transactions on Power Systems. 35, 2, p. 1627-1637 11 p., 8854890.

Research output: Contribution to journalArticle

Prospect Theoretic Utility Based Human Decision Making in Multi-Agent Systems

Geng, B., Brahma, S., Wimalajeewa, T., Varshney, P. K. & Rangaswamy, M., Jan 1 2020, In : IEEE Transactions on Signal Processing. 68, p. 1091-1104 14 p., 8976222.

Research output: Contribution to journalArticle

Throughput Analysis of Low-Latency IoT Systems with QoS Constraints and Finite Blocklength Codes

Hu, Y., Li, Y., Gursoy, M. C., Velipasalar, S. & Schmeink, A., Mar 2020, In : IEEE Transactions on Vehicular Technology. 69, 3, p. 3093-3104 12 p., 8964482.

Research output: Contribution to journalArticle

Tradeoff Between Location Quality and Privacy in Crowdsensing: An Optimization Perspective

Zhang, Y., Li, M., Yang, D., Tang, J., Xue, G. & Xu, J., Apr 2020, In : IEEE Internet of Things Journal. 7, 4, p. 3535-3544 10 p., 8988265.

Research output: Contribution to journalArticle

Two Level Colocation Demand Response with Renewable Energy

Xu, H., Jin, X., Kong, F. & Deng, Q., Jan 1 2020, In : IEEE Transactions on Sustainable Computing. 5, 1, p. 147-159 13 p., 8671720.

Research output: Contribution to journalArticle

2019

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

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

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

1 Scopus citations

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

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

1 Scopus citations

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

1 Scopus citations

Autonomous Human Activity Classification from Wearable Multi-Modal Sensors

Lu, Y. & Velipasalar, S., Dec 1 2019, In : IEEE Sensors Journal. 19, 23, p. 11403-11412 10 p., 8794564.

Research output: Contribution to journalArticle

Coverage Analysis for Energy-Harvesting UAV-Assisted mmWave Cellular Networks

Wang, X. & Gursoy, M. C., Dec 2019, In : IEEE Journal on Selected Areas in Communications. 37, 12, p. 2832-2850 19 p., 8876702.

Research output: Contribution to journalArticle

1 Scopus citations

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

8 Scopus citations

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

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

4 Scopus citations
3 Scopus citations

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
1 Scopus citations

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

1 Scopus citations

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

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

3 Scopus citations

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

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

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

1 Scopus citations

Experience-Driven Congestion Control: When Multi-Path TCP Meets Deep Reinforcement Learning

Xu, Z., Tang, J., Yin, C., Wang, Y. & Xue, G., Jun 1 2019, In : IEEE Journal on Selected Areas in Communications. 37, 6, p. 1325-1336 12 p., 8664598.

Research output: Contribution to journalArticle

10 Scopus citations

Fusion of Correlated Decisions Using Regular Vine Copulas

Zhang, S., Theagarajan, L. N., Choi, S. & Varshney, P. K., Apr 15 2019, In : IEEE Transactions on Signal Processing. 67, 8, p. 2066-2079 14 p., 8651356.

Research output: Contribution to journalArticle

5 Scopus citations

Impact of intermediate nanomachines in multiple cooperative nanomachine-assisted diffusion advection mobile molecular communication

Varshney, N., Patel, A., Haselmayr, W., Jagannatham, A. K., Varshney, P. K. & Nallanathan, A., Jul 2019, In : IEEE Transactions on Communications. 67, 7, p. 4856-4871 16 p., 8684903.

Research output: Contribution to journalArticle

1 Scopus citations

Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed Sensor Networks

Kafle, S., Gupta, V., Kailkhura, B., Wimalajeewa, T. & Varshney, P. K., Mar 1 2019, In : IEEE Transactions on Signal and Information Processing over Networks. 5, 1, p. 15-30 16 p., 8360527.

Research output: Contribution to journalArticle

2 Scopus citations

K-medoids clustering of data sequences with composite distributions

Wang, T., Li, Q., Bucci, D. J., Liang, Y., Chen, B. & Varshney, P. K., Apr 15 2019, In : IEEE Transactions on Signal Processing. 67, 8, p. 2093-2106 14 p., 8651294.

Research output: Contribution to journalArticle

2 Scopus citations

Learning the Dynamic Treatment Regimes from Medical Registry Data through Deep Q-network

Liu, N., Liu, Y., Logan, B., Xu, Z., Tang, J. & Wang, Y., Dec 1 2019, In : Scientific reports. 9, 1, 1495.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Lessons Learnt through using a Physics Based Macro Model for Analysis of Radio Wave Propagation in Wireless Transmission

Sarkar, T. K., Chen, H., Palma, M. S. & Zhu, M., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Antennas and Propagation.

Research output: Contribution to journalArticle

1 Scopus citations

Long short-term memory-based deep recurrent neural networks for target tracking

Gao, C., Yan, J., Zhou, S., Varshney, P. K. & Liu, H., Oct 2019, In : Information sciences. 502, p. 279-296 18 p.

Research output: Contribution to journalArticle

2 Scopus citations

Microscopic origin of the chiroptical response of optical media

Davis, M. S., Zhu, W., Lee, J. K., Lezec, H. J. & Agrawal, A., Oct 11 2019, In : Science Advances. 5, 10, eaav8262.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations