Ayan Dutta

Assistant Professor

University of North Florida
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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

UNITED STATES
View details

Ladislau Bölöni

University of Central Florida

UNITED STATES
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Anirban Ghosh

University of North Florida

UNITED STATES
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Santanu Bhattacharya

Assistant Professor

Mayo Clinic Florida

UNITED STATES
View details
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