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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: | |
Price: | FREE |
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