{"title":"MERA在量子网络通信中的应用:层次纠缠压缩管理和动态优化","authors":"Hong Lai, Josef Pieprzyk","doi":"10.1007/s11128-025-04731-8","DOIUrl":null,"url":null,"abstract":"<div><p>This paper explores the use of the multiscale entanglement renormalization ansatz (MERA) in quantum network communication, specifically its application in entanglement compression and dynamic network optimization. We propose a quantum network architecture that employs MERA to efficiently manage entanglement resources through a hierarchical structure, enhancing fault tolerance and network robustness. MERA’s disentanglement and isometric operations facilitate flexible fidelity management of entangled states, allowing the network to maintain integrity even when local entanglement fidelity is compromised. This design supports alternative routing paths, reducing reliance on any single entanglement link. Our approach optimizes quantum information transmission for better entanglement distribution and fidelity, improving error correction capabilities. The framework adapts routing strategies to real-time network conditions, efficiently reducing the number of relay hops needed for key distribution and enhancing resource utilization. This strategic implementation of MERA streamlines quantum communication by minimizing relays and optimizing key exchange processes.</p></div>","PeriodicalId":746,"journal":{"name":"Quantum Information Processing","volume":"24 4","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2025-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s11128-025-04731-8.pdf","citationCount":"0","resultStr":"{\"title\":\"Application of MERA in quantum networks communication: hierarchical entanglement compression management and dynamic optimization\",\"authors\":\"Hong Lai, Josef Pieprzyk\",\"doi\":\"10.1007/s11128-025-04731-8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>This paper explores the use of the multiscale entanglement renormalization ansatz (MERA) in quantum network communication, specifically its application in entanglement compression and dynamic network optimization. We propose a quantum network architecture that employs MERA to efficiently manage entanglement resources through a hierarchical structure, enhancing fault tolerance and network robustness. MERA’s disentanglement and isometric operations facilitate flexible fidelity management of entangled states, allowing the network to maintain integrity even when local entanglement fidelity is compromised. This design supports alternative routing paths, reducing reliance on any single entanglement link. Our approach optimizes quantum information transmission for better entanglement distribution and fidelity, improving error correction capabilities. The framework adapts routing strategies to real-time network conditions, efficiently reducing the number of relay hops needed for key distribution and enhancing resource utilization. This strategic implementation of MERA streamlines quantum communication by minimizing relays and optimizing key exchange processes.</p></div>\",\"PeriodicalId\":746,\"journal\":{\"name\":\"Quantum Information Processing\",\"volume\":\"24 4\",\"pages\":\"\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2025-04-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://link.springer.com/content/pdf/10.1007/s11128-025-04731-8.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Quantum Information Processing\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s11128-025-04731-8\",\"RegionNum\":3,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PHYSICS, MATHEMATICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Quantum Information Processing","FirstCategoryId":"101","ListUrlMain":"https://link.springer.com/article/10.1007/s11128-025-04731-8","RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PHYSICS, MATHEMATICAL","Score":null,"Total":0}
Application of MERA in quantum networks communication: hierarchical entanglement compression management and dynamic optimization
This paper explores the use of the multiscale entanglement renormalization ansatz (MERA) in quantum network communication, specifically its application in entanglement compression and dynamic network optimization. We propose a quantum network architecture that employs MERA to efficiently manage entanglement resources through a hierarchical structure, enhancing fault tolerance and network robustness. MERA’s disentanglement and isometric operations facilitate flexible fidelity management of entangled states, allowing the network to maintain integrity even when local entanglement fidelity is compromised. This design supports alternative routing paths, reducing reliance on any single entanglement link. Our approach optimizes quantum information transmission for better entanglement distribution and fidelity, improving error correction capabilities. The framework adapts routing strategies to real-time network conditions, efficiently reducing the number of relay hops needed for key distribution and enhancing resource utilization. This strategic implementation of MERA streamlines quantum communication by minimizing relays and optimizing key exchange processes.
期刊介绍:
Quantum Information Processing is a high-impact, international journal publishing cutting-edge experimental and theoretical research in all areas of Quantum Information Science. Topics of interest include quantum cryptography and communications, entanglement and discord, quantum algorithms, quantum error correction and fault tolerance, quantum computer science, quantum imaging and sensing, and experimental platforms for quantum information. Quantum Information Processing supports and inspires research by providing a comprehensive peer review process, and broadcasting high quality results in a range of formats. These include original papers, letters, broadly focused perspectives, comprehensive review articles, book reviews, and special topical issues. The journal is particularly interested in papers detailing and demonstrating quantum information protocols for cryptography, communications, computation, and sensing.