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Federated Quantum Neural Network With Quantum Teleportation For Resource Optimization in Future Wireless Communication PDF

17 Pages·2024·English
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by ['Showribabu Kanta']| 2024| 17 pages| English

About Federated Quantum Neural Network With Quantum Teleportation For Resource Optimization in Future Wireless Communication

This document introduces FT-QNN, a federated quantum neural network that uses quantum teleportation for resource optimization in wireless communications. FT-QNN consists of edge QNNs and a cloud QNN, where quantum teleportation allows the cloud QNN to obtain outputs from edge QNNs without prior measurement, processing them directly as quantum states. As a demonstration, FT-QNN is used to optimize transmit power allocation coefficients in a NOMA system to maximize achievable sum-rate. Numerical results show FT-QNN achieves similar sum-rates as a distributed QNN scheme without teleportation but with lower complexity.

Detailed Information

Author:['Showribabu Kanta']
Publication Year:2024
Pages:17
Language:English
Format:PDF
Price:FREE
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