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Author

  • Pramod Kumar Varshney
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

Copula-Based Cooperative Sensing of OFDM Signals in Cognitive Radios

Singh, A., Chokkarapu, S. P., Chaudhari, S. & Varshney, P. K., Jan 2020, 2020 International Conference on COMmunication Systems and NETworkS, COMSNETS 2020. Institute of Electrical and Electronics Engineers Inc., p. 446-451 6 p. 9027401. (2020 International Conference on COMmunication Systems and NETworkS, COMSNETS 2020).

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

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 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

FusionNet: An Unsupervised Convolutional Variational Network for Hyperspectral and Multispectral Image Fusion

Wang, Z., Chen, B., Lu, R., Zhang, H., Liu, H. & Varshney, P. K., 2020, In : IEEE Transactions on Image Processing. 29, p. 7565-7577 13 p., 9127776.

Research output: Contribution to journalArticle

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

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

2019

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 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 Truthful Mechanism for Mobility Management in Unmanned Aerial Vehicles Networks

Geng, B., Brahma, S. & Varshney, P. K., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 401-405 5 p. 9049010. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

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

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

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

Decentralized Multi-target Tracking in Urban Environments: Overview and Challenges

Bucci, D. J. & Varshney, P. K., Jul 2019, FUSION 2019 - 22nd International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., 9011313. (FUSION 2019 - 22nd International Conference on Information Fusion).

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

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

3 Scopus citations

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

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 Generalized Gaussian Sparse Signals with One-Bit Measurements (Poster)

Wang, X., Li, G., Quan, C. & Varshney, P. K., Jul 2019, FUSION 2019 - 22nd International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., 9011411. (FUSION 2019 - 22nd International Conference on Information Fusion).

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

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

Distributed Sequential Hypothesis Testing with Dependent Sensor Observations

Zhang, S., Khanduri, P. & Varshney, P. K., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 1862-1866 5 p. 9048804. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

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

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

Fusion of Deep Neural Networks for Activity Recognition: A Regular Vine Copula Based Approach

Zhang, S., Geng, B., Varshney, P. K. & Rangaswamy, M., Jul 2019, FUSION 2019 - 22nd International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., 9011282. (FUSION 2019 - 22nd International Conference on Information Fusion).

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

1 Scopus citations

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

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

2 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

3 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

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

On amelioration of human cognitive biases in binary decision making

Geng, B., Varshney, P. K. & Rangaswamy, M., Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8969431. (GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings).

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

1 Scopus citations

On convex stochastic variance reduced gradient for adversarial machine learning

Bulusu, S., Li, Q. & Varshney, P. K., Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8969103. (GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings).

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

On Decentralized Self-localization and Tracking under Measurement Origin Uncertainty

Sharma, P., Saucan, A. A., Bucci, D. J. & Varshney, P. K., Jul 2019, FUSION 2019 - 22nd International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., 9011400. (FUSION 2019 - 22nd International Conference on Information Fusion).

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

On decision making in human-machine networks

Geng, B. & Varshney, P. K., Nov 2019, Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2019. Institute of Electrical and Electronics Engineers Inc., p. 37-45 9 p. 9077361. (Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2019).

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

Online Design of Optimal Precoders for High Dimensional Signal Detection

Khanduri, P., Theagarajan, L. N. & Varshney, P. K., Aug 1 2019, In : IEEE Transactions on Signal Processing. 67, 15, p. 4122-4135 14 p., 8744273.

Research output: Contribution to journalArticle

1 Scopus citations

Online Linear Compression with Side Information for Distributed Detection of High Dimensional Signals

Khanduri, P., Theagarajan, L. N. & Varshney, P. K., Jul 1 2019, 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019. Institute of Electrical and Electronics Engineers Inc., 8815527. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2019-July).

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

1 Scopus citations

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

4 Scopus citations

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

2 Scopus citations

Optimal Auction Design with Quantized Bids for Target Tracking via Crowdsensing

Cao, N., Brahma, S., Geng, B. & Varshney, P. K., Oct 2019, In : IEEE Transactions on Computational Social Systems. 6, 5, p. 847-857 11 p., 8795570.

Research output: Contribution to journalArticle

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

2 Scopus citations

Sequential Random Distortion Testing of Non-Stationary Processes

Khanduri, P., Pastor, D., Sharma, V. & Varshney, P. K., Nov 1 2019, In : IEEE Transactions on Signal Processing. 67, 21, p. 5450-5462 13 p., 8827299.

Research output: Contribution to journalArticle

Some Results on Generalized Ellipsoid Intersection Fusion

Tang, H., Liu, H., Liu, B., Shen, X. & Varshney, P. K., Jul 2019, FUSION 2019 - 22nd International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., 9011311. (FUSION 2019 - 22nd International Conference on Information Fusion).

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

Truncated Sequential Non-Parametric Hypothesis Testing Based on Random Distortion Testing

Khanduri, P., Pastor, D., Sharma, V. & Varshney, P. K., Aug 1 2019, In : IEEE Transactions on Signal Processing. 67, 15, p. 4027-4042 16 p., 8736860.

Research output: Contribution to journalArticle

2 Scopus citations
2018

Abnormality Detection Inside Blood Vessels with Mobile Nanomachines

Varshney, N., Patel, A., Deng, Y., Haselmayr, W., Varshney, P. K. & Nallanathan, A., Sep 2018, In : IEEE Transactions on Molecular, Biological, and Multi-Scale Communications. 4, 3, p. 189-194 6 p., 8700284.

Research output: Contribution to journalArticle

A knowledge-based approach to interference rejection for direct-sequence spread spectrum (DSSS) systems

Demirkiran, U., Weiner, D. D., Varshney, P. K. & Drozd, A., 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

A Low-Complexity Maximum-Likelihood Decoder for Tail-Biting Convolutional Codes

Han, Y. S., Wu, T. Y., Chen, P. N. & Varshney, P. K., May 1 2018, In : IEEE Transactions on Communications. 66, 5, p. 1859-1870 12 p.

Research output: Contribution to journalArticle

5 Scopus citations

A Memristor-Based Optimization Framework for Artificial Intelligence Applications

Liu, S., Wang, Y., Fardad, M. & Varshney, P. K., Jan 1 2018, In : IEEE Circuits and Systems Magazine. 18, 1, p. 29-44 16 p., 8288635.

Research output: Contribution to journalArticle

9 Scopus citations

An approach for increasing the number of users in a multi-user direct-sequence spread spectrum system

Demirkiran, I., Weiner, D. D. & Varshney, P. K., Mar 14 2018, 2004 International Waveform Diversity and Design Conference, WDD 2004 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-6 6 p.

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

A Parallel Platform for Fusion of Heterogeneous Stream Data

Zhang, S., Xu, J., Choi, S., Tang, J., Varshney, P. K. & Chen, Z., Sep 5 2018, 2018 21st International Conference on Information Fusion, FUSION 2018. Institute of Electrical and Electronics Engineers Inc., p. 588-594 7 p. 8455777. (2018 21st International Conference on Information Fusion, FUSION 2018).

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

2 Scopus citations