Artigo em revista científica Q1
Shortest path finding in quantum networks with quasi-linear complexity
Sara Santos (Santos, S.); Francisco A. Monteiro (Monteiro, F. A.); Bruno Gabriel Coelho Coutinho (Coutinho, B. C.); Yasser Rashid Revez Omar (Omar, Y.);
Título Revista
IEEE Access
Ano (publicação definitiva)
2023
Língua
Inglês
País
Estados Unidos da América
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Abstract/Resumo
A fully-quantum network implies the creation of quantum entanglement between a given source node and some other destination node, with a number of quantum repeaters in between. This paper tackles the problem of quantum entanglement distribution by solving the routing problem over an infrastructure based on quantum repeaters and with a finite number of pairs of entangled qubits available in each link. The network model considers that link purification is available such that a nested purification protocol can be applied at each link to generate entangled qubits with higher fidelity than the original ones. A low-complexity multi-objective routing algorithm to find the shortest path between any two given nodes is proposed and assessed for random networks, using a fairly general path extension mechanism that can fit a large family of particular technological requirements. Different types of quantum protocols require different levels of fidelity for the entangled qubit pairs. For that reason, the proposed algorithm identifies the shortest path between two nodes that assures an end-to-end fidelity above a specified threshold. The minimum requirements for the end-to-end entanglement fidelity depend on the whole extension of the paths, and cannot be looked at as a local property of each link. Moreover, one needs to keep track not only of the shortest path, but also of longer paths holding more entangled qubits than the shorter paths in order to satisfy the fidelity criterion. Thus, standard single parameter shortest-path algorithms do not necessarily converge to the optimal solution. The problem of finding the best path in a network subject to multiple criteria (known as multi-objective routing) is, in general, an NP-hard problem due to the rapid growth of the number of stored paths. This work proposes a metric that identifies and discards paths that are objectively worse than others. By doing so, the time complexity of the proposed algorithm scales near-to-linearly with respect to the number of nodes in the network, showing that the shortest path problem in quantum networks can be solved with a complexity very close to the one of the classical counterparts. That is analytically proved for the case where all the links of a path have the same fidelity (homogeneous model). The algorithm is also adapted to a particular type of path extension, where different links along a path can be purified to different degrees, asserting its flexibility and near-to-linearity even when heterogeneous fidelities along the sections of a path are considered.
Agradecimentos/Acknowledgements
The authors are thankful to João Luís Sobrinho, Kae Nemoto, William Munro, and Stephanie Wehner for helpful discussions.
Palavras-chave
Quantum networks,Quantum repeaters,Path-finding algorithm,End-to-end fidelity,Multiobjective routing
  • Ciências da Computação e da Informação - Ciências Naturais
  • Engenharia Eletrotécnica, Eletrónica e Informática - Engenharia e Tecnologia
Registos de financiamentos
Referência de financiamento Entidade Financiadora
CEECINST/00117/2018/CP1495 Comissão Europeia
UIDB/50008/2020 Fundação para a Ciência e a Tecnologia
60478 Comissão Europeia
UIDB/04540/2020 Fundação para a Ciência e a Tecnologia
820445 Comissão Europeia