Search Results - "Bhuyan, Amit Kumar"

On-Device Semi-Supervised Activity Detection: A New Privacy-Aware Personalized Health Monitoring Approach by Roy, Avirup, Dutta, Hrishikesh, Bhuyan, Amit Kumar, Biswas, Subir

“…This paper presents an on-device semi-supervised human activity detection system that can learn and predict human activity patterns in real time. The clinical…”
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Multi-armed Bandit Learning for TDMA Transmission Slot Scheduling and Defragmentation for Improved Bandwidth Usage by Dutta, Hrishikesh, Kumar Bhuyan, Amit, Biswas, Subir

“…This paper proposes a Time Division Multiple Access (TDMA) MAC slot allocation protocol with efficient bandwidth usage in wireless sensor networks and Internet…”
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Using Multi-Armed Bandit Learning for Thwarting MAC Layer Attacks in Wireless Networks by Dutta, Hrishikesh, Bhuyan, Amit Kumar, Biswas, Subir

“…This paper proposes a learning-driven approach for medium access slot allocation in the presence of malicious nodes. Learning policies are developed with the…”
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Federated Multi-Armed Bandit Learning for Caching in UAV-aided Content Dissemination by Bhuyan, Amit Kumar, Dutta, Hrishikesh, Biswas, Subir

“…This paper proposes an Unmanned aerial vehicle (UAV) aided content management system in communication-challenged disaster scenarios. Without cellular…”
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Reinforcement learning based flow and energy management in resource-constrained wireless networks by Dutta, Hrishikesh, Bhuyan, Amit Kumar, Biswas, Subir

“…This paper aims at developing a learning-based framework for MAC sleep–listen–transmit scheduling in wireless networks. The Reinforcement Learning-based…”
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Contextual Deep Reinforcement Learning for Flow and Energy Management in Wireless Sensor and IoT Networks by Dutta, Hrishikesh, Bhuyan, Amit Kumar, Biswas, Subir

“…Efficient slot allocation and transmit-sleep scheduling is an effective access control mechanism for improving communication performance and network lifetime…”
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Unsupervised Speaker Diarization in Distributed IoT Networks Using Federated Learning by Bhuyan, Amit Kumar, Dutta, Hrishikesh, Biswas, Subir

“…This paper presents a computationally efficient and distributed speaker diarization framework for networked IoT-style audio devices. The work proposes a…”
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Towards a Multi-Sensor Paradigm for High Resolution Infant Activity Classification by Dutta, Hrishikesh, Bhuyan, Amit Kumar, Lee, Mei-Hua, Biswas, Subir

“…This paper proposes a multi-sensor framework for high resolution classification of infant activities. This involves identifying various activities that occur…”
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Semi-Supervised Learning Using Sparsely Labelled Sip Events for Online Hydration Tracking Systems by Roy, Avirup, Dutta, Hrishikesh, Bhuyan, Amit Kumar, Biswas, Subir Kumar

“…This paper presents a lightweight on-device liquid consumption tracking system based on a semi-supervised learning paradigm. The online learning framework…”
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Harnessing Quantum Entanglement: Comprehensive Strategies for Enhanced Communication and Beyond in Quantum Networks by Bhuyan, Amit Kumar, Dutta, Hrishikesh

“…Quantum communication represents a revolutionary advancement over classical information theory, which leverages unique quantum mechanics properties like…”
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Quantum Communication: From Fundamentals to Recent Trends, Challenges and Open Problems by Dutta, Hrishikesh, Bhuyan, Amit Kumar

“…With the recent advancements and developments in quantum technologies, the emerging field of quantum communication and networking has gained the attention of…”
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Top-k Multi-Armed Bandit Learning for Content Dissemination in Swarms of Micro-UAVs by Bhuyan, Amit Kumar, Dutta, Hrishikesh, Biswas, Subir

“…In communication-deprived disaster scenarios, this paper introduces a Micro-Unmanned Aerial Vehicle (UAV)- enhanced content management system. In the absence…”
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Unsupervised Speaker Diarization in Distributed IoT Networks Using Federated Learning by Bhuyan, Amit Kumar, Dutta, Hrishikesh, Biswas, Subir

“…IEEE Transactions on Emerging Topics in Computational Intelligence, Early Access, 2024 This paper presents a computationally efficient and distributed speaker…”
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Reinforcement Learning for Joint Transmit-Sleep Scheduling in Energy-harvesting Wireless Sensor Networks by Dutta, Hrishikesh, Bhuyan, Amit Kumar, Biswas, Subir

“…This paper proposes an interactive multi-agent Reinforcement Learning (RL) framework for joint transmit-sleep scheduling in energy-harvesting wireless sensor…”
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Multi-Armed Bandit Learning for Content Provisioning in Network of UAVs by Bhuyan, Amit Kumar, Dutta, Hrishikesh, Biswas, Subir

“…This paper proposes an unmanned aerial vehicle (UAV) aided content management system in communication-challenged disaster scenarios. Without cellular…”
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Multi-Armed Bandit Learning for Content Provisioning in Network of UAVs by Bhuyan, Amit Kumar, Dutta, Hrishikesh, Biswas, Subir

“…This paper proposes an unmanned aerial vehicle (UAV) aided content management system in communication-challenged disaster scenarios. Without cellular…”
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Handling Demand Heterogeneity in UAV-aided Content Caching in Communication-challenged Environments by Bhuyan, Amit Kumar, Dutta, Hrishikesh, Biswas, Subir

“…This article proposes an unmanned aerial vehicle (UAV) aided content provisioning system in communication-challenged disaster scenarios. In such scenarios,…”
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Towards a UAV-centric Content Caching Architecture for Communication-challenged Environments by Bhuyan, Amit Kumar, Dutta, Hrishikesh, Biswas, Subir

“…This article presents an unmanned aerial vehicle (UAV) based caching framework for content provisioning in disaster scenarios. In a disaster scenario without…”
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UAV Trajectory Planning For Improved Content Availability in Infrastructure-less Wireless Networks by Bhuyan, Amit Kumar, Dutta, Hrishikesh, Biswas, Subir

“…This article presents an unmanned aerial vehicle (UAV) based caching framework for content provisioning in disaster scenarios. In a disaster scenario without…”
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Reinforcement Learning for Protocol Synthesis in Resource-Constrained Wireless Sensor and IoT Networks by Dutta, Hrishikesh, Bhuyan, Amit Kumar, Biswas, Subir

“…This article explores the concepts of online protocol synthesis using Reinforcement Learning (RL). The study is performed in the context of sensor and IoT…”
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