Maximum-likelihood reconstruction of completely positive maps

被引:46
|
作者
Sacchi, MF
机构
[1] Univ London Imperial Coll Sci Technol & Med, Blackett Lab, Opt Sect, London SW7 2BZ, England
[2] Univ Pavia, Dipartimento Fis A Volta, I-27100 Pavia, Italy
[3] Univ Pavia, Unita INFM, I-27100 Pavia, Italy
来源
PHYSICAL REVIEW A | 2001年 / 63卷 / 05期
关键词
D O I
10.1103/PhysRevA.63.054104
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We present a method for the determination of the completely positive (CP) map describing a physical device based on random preparation of the input states, random measurements at the output, and the maximum-likelihood principle. In the numerical implementation the constraint of completely positivity can be imposed by exploiting the isomorphism between linear transformations from Hilbert spaces H to K and linear operators in K circle timesH. The effectiveness of the method is shown on the basis of some examples of reconstruction of CP maps related to quantum communication channels for qubits.
引用
收藏
页数:4
相关论文
共 50 条
  • [21] Maximum-likelihood crystallization
    Rupp, B
    [J]. JOURNAL OF STRUCTURAL BIOLOGY, 2003, 142 (01) : 162 - 169
  • [22] MAXIMUM-LIKELIHOOD ESTIMATION OF VARIANCE-COMPONENTS IN A COMPLETELY RANDOM BIB DESIGN
    STROUP, WW
    EVANS, JW
    ANDERSON, RL
    [J]. COMMUNICATIONS IN STATISTICS PART A-THEORY AND METHODS, 1980, 9 (07): : 725 - 756
  • [23] MAXIMUM-LIKELIHOOD METHODS
    SAITOU, N
    [J]. METHODS IN ENZYMOLOGY, 1990, 183 : 584 - 598
  • [24] MAXIMUM-LIKELIHOOD PREDICTION
    KAMINSKY, KS
    RHODIN, LS
    [J]. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 1985, 37 (03) : 507 - 517
  • [25] Maximum-likelihood transmission image reconstruction for overlapping transmission beams
    Yu, DF
    Fessler, JA
    Ficaro, EP
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2000, 19 (11) : 1094 - 1105
  • [26] Entropy-regularized maximum-likelihood cluster mass reconstruction
    Seitz, S
    Schneider, P
    Bartelmann, M
    [J]. ASTRONOMY & ASTROPHYSICS, 1998, 337 (02): : 325 - 337
  • [27] List-Mode Maximum-Likelihood Reconstruction for the ClearPEM System
    Cao, Liji
    Bugalho, Ricardo
    Matela, Nuno
    Martins, Monica
    Almeida, Pedro
    Peter, Joerg
    Varela, Joao
    [J]. 2011 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC), 2011, : 4171 - 4174
  • [28] Combining Maximum-Likelihood with Deep Learning for Event Reconstruction in IceCube
    Abbasi, R.
    Ackermann, M.
    Adams, J.
    Aguilar, J. A.
    Ahlers, M.
    Ahrens, M.
    Alispach, C.
    Alves, A. A., Jr.
    Amin, N. M.
    An, R.
    Andeen, K.
    Anderson, T.
    Anton, G.
    Arguelles, C.
    Ashida, Y.
    Axani, S.
    Bai, X.
    Balagopal, A., V
    Barbano, A.
    Barwick, S. W.
    Bastian, B.
    Basu, V.
    Baur, S.
    Bay, R.
    Beatty, J. J.
    Becker, K. -H.
    Tjus, J. Becker
    Bellenghi, C.
    BenZvi, S.
    Berley, D.
    Bernardini, E.
    Besson, D. Z.
    Binder, G.
    Bindig, D.
    Blaufuss, E.
    Blot, S.
    Boddenberg, M.
    Bontempo, F.
    Borowka, J.
    Boser, S.
    Botner, O.
    Bottcher, J.
    Bourbeau, E.
    Bradascio, F.
    Braun, J.
    Bron, S.
    Brostean-Kaiser, J.
    Browne, S.
    Burgman, A.
    Burley, R. T.
    [J]. 37TH INTERNATIONAL COSMIC RAY CONFERENCE, ICRC2021, 2022,
  • [29] MAXIMUM-LIKELIHOOD RECONSTRUCTION INCORPORATING LINE SPREAD FUNCTION DATA
    GREEN, AJ
    BEGENT, RHJ
    BAGSHAWE, KD
    [J]. EUROPEAN JOURNAL OF NUCLEAR MEDICINE, 1988, 14 (5-6): : 226 - 226
  • [30] MAXIMUM-LIKELIHOOD GENETIC SEQUENCE RECONSTRUCTION FROM OLIGO CONTENT
    HAGSTROM, JN
    HAGSTROM, R
    OVERBEEK, R
    PRICE, M
    SCHRAGE, L
    [J]. NETWORKS, 1994, 24 (05) : 297 - 302