3 citations · 10 across the 10 of their papers we have counts for
10 papers
Towards Federated Multi-Armed Bandit Learning for Content Dissemination using Swarm of UAVs
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper introduces an Unmanned Aerial Vehicle - enabled content management architecture that is suitable for critical content access in communities of users that are communicati…
Harnessing Quantum Entanglement: Comprehensive Strategies for Enhanced Communication and Beyond in Quantum Networks
Amit Kumar Bhuyan, Hrishikesh Dutta
Quantum communication represents a revolutionary advancement over classical information theory, which leverages unique quantum mechanics properties like entanglement to achieve unp…
Quantum Communication: From Fundamentals to Recent Trends, Challenges and Open Problems
Hrishikesh Dutta, Amit Kumar Bhuyan
With the recent advancements and developments in quantum technologies, the emerging field of quantum communication and networking has gained the attention of the researchers. Owing…
Top-k Multi-Armed Bandit Learning for Content Dissemination in Swarms of Micro-UAVs
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper presents a Micro-Unmanned Aerial Vehicle (UAV)-enhanced content management system for disaster scenarios where communication infrastructure is generally compromised. Uti…
Unsupervised Speaker Diarization in Distributed IoT Networks Using Federated Learning
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper presents a computationally efficient and distributed speaker diarization framework for networked IoT-style audio devices. The work proposes a Federated Learning model wh…
Multi-Armed Bandit Learning for Content Provisioning in Network of UAVs
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper proposes an unmanned aerial vehicle (UAV) aided content management system in communication-challenged disaster scenarios. Without cellular infrastructure in such scenari…
Multi-armed Bandit Learning for TDMA Transmission Slot Scheduling and Defragmentation for Improved Bandwidth Usage
Hrishikesh Dutta, Amit Kumar Bhuyan, Subir Biswas
This paper proposes a Time Division Multiple Access (TDMA) MAC slot allocation protocol with efficient bandwidth usage in wireless sensor networks and Internet of Things (IoTs). Th…
Reinforcement Learning for Protocol Synthesis in Resource-Constrained Wireless Sensor and IoT Networks
Hrishikesh Dutta, Amit Kumar Bhuyan, Subir Biswas
This article explores the concepts of online protocol synthesis using Reinforcement Learning (RL). The study is performed in the context of sensor and IoT networks with ultra low c…
Medium Access using Distributed Reinforcement Learning for IoTs with Low-Complexity Wireless Transceivers
Hrishikesh Dutta, Subir Biswas
This paper proposes a distributed Reinforcement Learning (RL) based framework that can be used for synthesizing MAC layer wireless protocols in IoT networks with low-complexity wir…
Towards Multi-agent Reinforcement Learning for Wireless Network Protocol Synthesis
Hrishikesh Dutta, Subir Biswas
This paper proposes a multi-agent reinforcement learning based medium access framework for wireless networks. The access problem is formulated as a Markov Decision Process (MDP), a…