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01/05/2023
Linking Souls to Humans with ZKBID: Accountable Anonymous Blockchain Accounts for Web 3.0 Decentralized Identity
A decentralized identity system that can provide users with self-soverei...
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12/27/2022
HCB: Enabling Compact Block in Ethereum Network with Secondary Pool and Transaction Prediction
Compact block, which replaces transactions in the block with their hashe...
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07/07/2022
Learning-based Autonomous Channel Access in the Presence of Hidden Terminals
We consider the problem of autonomous channel access (AutoCA), where a g...
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04/19/2022
Bodyless Block Propagation: TPS Fully Scalable Blockchain with Pre-Validation
The fundamental tradeoff between transaction per second (TPS) and securi...
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10/28/2021
Secure Blockchain Platform for Industrial IoT with Trusted Computing Hardware
As a disruptive technology that originates from cryptocurrency, blockcha...
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07/08/2021
PNC Enabled IIoT: A General Framework for Channel-Coded Asymmetric Physical-Layer Network Coding
This paper investigates the application of physical-layer network coding...
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06/18/2021
Deep Learning for Intelligent Wireless MAC: Exploiting Real Data Sampled on 2.4GHz Frequency Band
The existing medium access control (MAC) protocol of Wi-Fi networks (i.e...
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06/04/2021
Blockchain for Transactive Energy Management of Distributed Energy Resources in Smart Grid
This work presents the design and implementation of a blockchain system ...
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05/01/2021
Blockchain-Based Decentralized Energy Management Platform for Residential Distributed Energy Resources in A Virtual Power Plant
The advent of distributed energy resources (DERs), such as distributed r...
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04/05/2021
Pooling is not Favorable: Decentralize Mining Power of PoW Blockchain Using Age-of-Work
In Proof-of-Work (PoW) blockchains, the average waiting time to generate...
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01/02/2021
Speeding up Block Propagation in Blockchain Network: Uncoded and Coded Designs
We design and validate new block propagation protocols for the peer-to-p...
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10/03/2020
Ethna: Analyzing the Underlying Peer-to-Peer Network of the Ethereum Blockchain
As the communication infrastructure of the blockchain system, the underl...
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09/20/2020
When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm
Motivated by the advancing computational capabilities of wireless end us...
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03/25/2020
Multi-Agent Deep Reinforcement Learning Multiple Access for Heterogeneous Wireless Networks with Imperfect Channels
This paper investigates a futuristic spectrum sharing paradigm for heter...
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11/29/2019
When Blockchain Meets AI: Optimal Mining Strategy Achieved By Machine Learning
This work applies reinforcement learning (RL) from the AI machine learni...
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11/03/2019
Game-Theoretic Analysis of Mining Strategy in Bitcoin-NG Blockchain Protocol
Bitcoin-NG, a scalable blockchain protocol, divides each block into a ke...
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10/11/2019
Non-Uniform Time-Step Deep Q-Network for Carrier-Sense Multiple Access in Heterogeneous Wireless Networks
This paper investigates a new class of carrier-sense multiple access (CS...
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10/01/2019
PubChain: A Decentralized Open-Access Publication Platform with Participants Incentivized by Blockchain Technology
We design and implement Publication Chain (PubChain), a decentralized op...
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01/17/2019
Deep Learning for Joint MIMO Detection and Channel Decoding
We propose a deep-learning approach for the joint MIMO detection and cha...
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10/16/2018
Carrier-Sense Multiple Access for Heterogeneous Wireless Networks Using Deep Reinforcement Learning
This paper investigates a new class of carrier-sense multiple access (CS...
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09/26/2018
AlphaSeq: Sequence Discovery with Deep Reinforcement Learning
Sequences play an important role in many applications and systems. Disco...
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12/01/2017