Ayan Dutta
Assistant Professor
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About
Ayan Dutta is an Assistant Professor at the University of North Florida in the United States. His research areas include multi-robot systems, machine learning applications, and blockchain technology, as evidenced by his recent publications on topics such as coalition formation for task assignment, automated classification using nanomechanical properties, and energy-efficient coordination strategies for information gathering. He focuses on optimizing efficiency in multi-robot applications and exploring innovative solutions for precision agriculture and environmental sustainability.
Articles (9)
Year:
2024
Year:
2024
Year:
2023
Year:
2023
In this work, we propose a blockchain-based solution for securing robot-to-robot communication for a task with a high socioeconomic impact—information gathering. The objective of the robots is to gather maximal information about an unknown ambient phenomenon such as soil humidity distribution in a field. More specifically, we use the proof-of-work (PoW) consensus protocol for the robots to securely coordinate while rejecting tampered data injected by a malicious entity. As the blockchain-based PoW protocol has a large energy footprint, we next employ an algorithmically-engineered energy-efficient version of PoW. Results show that our proposed energy-efficient PoW-based protocol can reduce energy consumption by 14% while easily scaling up to 10 robots.
Year:
2023
Year:
2022
Year:
2021
Year:
2021
Year:
2020
Collaborators (4)
Tanmay Kulkarni
Assistant Professor
Mayo Clinic Florida
Ladislau Bölöni
University of Central Florida
Anirban Ghosh
University of North Florida
Santanu Bhattacharya
Assistant Professor
Mayo Clinic Florida
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