Archana Kannan

According to our database, Archana Kannan authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Distributed Spacecraft with Heuristic Intelligence to Monitor Wildfire Spread for Responsive Control.

Sreeja Nag, Vinay Ravindra, Richard Levinson, Mahta Moghaddam, Kurtis Nelson, Jan Mandel, Adam K. Kochanski, Angel Farguell Caus, Amer Melebari, Archana Kannan, Ryan Ketzner

Proceedings of the IGARSS 2024, 2024

Physics-Constrained Deep Learning Models for Microwave Retrieval of High-Resolution Soil Moisture.

Archana Kannan, Grigorios Tsagkatakis, Mahta Moghaddam

Proceedings of the IGARSS 2024, 2024

Mapping Wildfire Burned Area Using GNSS-Reflectometry in Densely Vegetated Regions with Complex Topography: A Machine Learning Approach.

Archana Kannan, Amer Melebari, Grigorios Tsagkatakis, Kurtis Nelson, Vinay Ravindra, Sreeja Nag, Mahta Moghaddam

Proceedings of the IGARSS 2024, 2024

2023

A New Approach for Downscaling Soil Moisture by Merging Conditional Adversarial Networks and Physics-Based Passive Microwave Retrieval.

Archana Kannan, Grigorios Tsagkatakis, Mahta Moghaddam

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Forecasting Soil Moisture Using a Deep Learning Model Integrated with Passive Microwave Retrieval.

Archana Kannan, Grigorios Tsagkatakis, Ruzbeh Akbar, Daniel Selva, Vinay Ravindra, Richard Levinson, Sreeja Nag, Mahta Moghaddam

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Field Demonstrations of Spctor: Sensing Policy Controller and Optimizer.

Ruzbeh Akbar, Sam Prager, Agnelo R. Silva, Kazem Bakian-Dogaheh, Archana Kannan, Erik Hodges, Asem Melebari, Dara Entekhabi, Mahta Moghaddam

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022