Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Vishal Monga is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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High-Resolution Transcranial Ultrasound Neuromodulation at Large Scale
Kiani, M. (PI) & Monga, V. (CoPI)
6/15/22 → 5/31/26
Project: Research project
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Environmental Prior Guided Signal Processing and Learning for Oceanographic Data Sensing and Analysis
Monga, V. (PI)
8/1/19 → …
Project: Research project
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Domain Enriched Learning for SONAR Image Enhancement and Classification
Monga, V. (PI)
5/1/19 → …
Project: Research project
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Hybrid Learning and Model Based Methods for SONAR ATR
Monga, V. (PI)
2/1/18 → …
Project: Research project
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SIGNAL PROCESSING AND LEARNING FOR ROBUST, ADAPTIVE SONAR AUTOMATIC TARGET RECOGNITION (ATR)
Monga, V. (PI)
4/20/16 → …
Project: Research project
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CLIF-Net: Intersection-guided Cross-view Fusion Network for Infection Detection from Cranial Ultrasound
Yu, M., Peterson, M. R., Burgoine, K., Harbaugh, T., Olupot-Olupot, P., Gladstone, M., Hagmann, C., Cowan, F. M., Weeks, A., Morton, S. U., Mulondo, R., Mbabazi-Kabachelor, E., Schiff, S. J. & Monga, V., 2025, (Accepted/In press) In: IEEE transactions on medical imaging.Research output: Contribution to journal › Article › peer-review
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Model-Based Learning for MIMO Radar Waveform Design in the Presence of Multiple Targets
Kweon, J., Gini, F., Greco, M. S., Rangaswamy, M. & Monga, V., 2025, (Accepted/In press) In: IEEE Transactions on Aerospace and Electronic Systems.Research output: Contribution to journal › Article › peer-review
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Physically Enriched Product Adaptive Deep Networks for Industrial Metal Detection
Das, S., Tyagi, A. & Monga, V., 2025, In: IEEE Sensors Journal. 25, 11, p. 20124-20135 12 p.Research output: Contribution to journal › Article › peer-review
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Regularized Weighted Descent: Model-Based Learner for Multi-Target Radar Waveform Design
Kweon, J., Gini, F., Greco, M. S., Rangaswamy, M. & Monga, V., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Convex optimization for cognitive radar
Kang, B., AlHujaili, K., Rangaswamy, M. & Monga, V., Jan 1 2024, Next-Generation Cognitive Radar Systems. Institution of Engineering and Technology, p. 125-166 42 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter