Single Qubit State Estimation on NISQ Devices with Limited Resources and SIC-POVMs

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorGalvis-Florez, Cristian A.en_US
dc.contributor.authorReitzner, Danielen_US
dc.contributor.authorSärkkä, Simoen_US
dc.contributor.departmentDepartment of Electrical Engineering and Automationen
dc.contributor.editorMuller, Hausien_US
dc.contributor.editorAlexev, Yurien_US
dc.contributor.editorDelgado, Andreaen_US
dc.contributor.editorByrd, Gregen_US
dc.contributor.groupauthorSensor Informatics and Medical Technologyen
dc.contributor.groupauthorHelsinki Institute for Information Technology (HIIT)en
dc.contributor.organizationVTT Technical Research Centre of Finland
dc.date.accessioned2024-01-04T09:20:38Z
dc.date.available2024-01-04T09:20:38Z
dc.date.issued2023-11-30en_US
dc.description.abstractCurrent quantum computers have the potential to overcome classical computational methods, however, the capability of the algorithms that can be executed on noisy intermediate-scale quantum devices is limited due to hardware imperfections. Estimating the state of a qubit is often needed in different quantum protocols, due to the lack of direct measurements. In this paper, we consider the problem of estimating the quantum state of a qubit in a quantum processing unit without conducting direct measurements of it. We consider a parameterized measurement model to estimate the quantum state, represented as a quantum circuit, which is optimized using the quantum tomographic transfer function. We implement and test the circuit using the quantum computer of the Technical Research Centre of Finland as well as an IBM quantum computer. We demonstrate that the set of positive operator-valued measurements used for the estimation is symmetric and informationally complete. Moreover, the resources needed for qubit estimation are reduced when direct measurements are allowed, keeping the symmetric property of the measurements.en
dc.description.versionPeer revieweden
dc.format.extent9
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationGalvis-Florez, C A, Reitzner, D & Särkkä, S 2023, Single Qubit State Estimation on NISQ Devices with Limited Resources and SIC-POVMs. in H Muller, Y Alexev, A Delgado & G Byrd (eds), Proceedings - 2023 IEEE International Conference on Quantum Computing and Engineering, QCE 2023. vol. 01, 10313897, IEEE, pp. 111-119, IEEE International Conference on Quantum Computing and Engineering, Bellevue, Washington, United States, 17/09/2023. https://doi.org/10.1109/QCE57702.2023.00021en
dc.identifier.doi10.1109/QCE57702.2023.00021en_US
dc.identifier.isbn979-8-3503-4324-3
dc.identifier.isbn979-8-3503-4323-6
dc.identifier.otherPURE UUID: f5db75c4-7061-4dac-8c88-d69a61df0fa5en_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/f5db75c4-7061-4dac-8c88-d69a61df0fa5en_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/130752608/Single_Qubit_State_Estimation_on_NISQ_Devices_with_Limited_Resources_and_SIC-POVMs.pdf
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/125581
dc.identifier.urnURN:NBN:fi:aalto-202401041270
dc.language.isoenen
dc.relation.ispartofIEEE International Conference on Quantum Computing and Engineeringen
dc.relation.ispartofseriesProceedings - 2023 IEEE International Conference on Quantum Computing and Engineering, QCE 2023en
dc.relation.ispartofseriesVolume 01, pp. 111-119en
dc.rightsopenAccessen
dc.subject.keywordquantum state estimationen_US
dc.subject.keywordquantum tomographyen_US
dc.subject.keywordsymmetric informationally complete positive operator-valued measurementsen_US
dc.subject.keywordquantum tomographic transfer functionen_US
dc.subject.keywordquantum computingen_US
dc.titleSingle Qubit State Estimation on NISQ Devices with Limited Resources and SIC-POVMsen
dc.typeA4 Artikkeli konferenssijulkaisussafi
dc.type.versionpublishedVersion

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