An approximate quantum Cramer-Rao bound based on skew information

被引:1
作者
Luati, Alessandra [1 ]
机构
[1] Univ Bologna, Dept Stat, I-40126 Bologna, Italy
关键词
Cramer-Rao-type bounds; Fisher information; parametric quantum models; FISHER INFORMATION; STATISTICS; STATES;
D O I
10.3150/10-BEJ285
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
A closed-form expression for Wigner-Yanase skew information in mixed-state quantum systems is derived. It is shown that limit values of the mixing coefficients exist such that Wigner-Yanase information is equal to Helstrom information. The latter constitutes an upper bound for the classical expected Fisher information, hence the inverse Wigner-Yanase information provides an approximate lower bound to the variance of an unbiased estimator of the parameter of interest. The advantage of approximating Helstrom's sharp bound lies in the fact that Wigner-Yanase information is straightforward to compute, while it is often very difficult to obtain a feasible expression for Helstrom information. In fact, the latter requires the solution of an implicit second order matrix differential equation, while the former requires just scalar differentiation.
引用
收藏
页码:628 / 642
页数:15
相关论文
共 27 条
[1]  
[Anonymous], 1999, Mathematical Methods of Statistics
[2]  
[Anonymous], 1991, TOPICS MATRIX ANAL, DOI DOI 10.1017/CBO9780511840371
[3]  
BAHADUR R.R., 1960, Sankhya, V22, P229
[4]   RATES OF CONVERGENCE OF ESTIMATES AND TEST STATISTICS [J].
BAHADUR, RR .
ANNALS OF MATHEMATICAL STATISTICS, 1967, 38 (02) :303-&
[5]   On quantum statistical inference [J].
Barndorff-Nielsen, OE ;
Gill, RD ;
Jupp, PE .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2003, 65 :775-805
[6]   Fisher information in quantum statistics [J].
Barndorff-Nielsen, OE ;
Gill, RD .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 2000, 33 (24) :4481-4490
[7]  
Belavkin V. P., 1976, TEOR MAT FIZ, V26, P316
[8]   STATISTICAL DISTANCE AND THE GEOMETRY OF QUANTUM STATES [J].
BRAUNSTEIN, SL ;
CAVES, CM .
PHYSICAL REVIEW LETTERS, 1994, 72 (22) :3439-3443
[9]  
Chuang I. N., 2000, Quantum Computation and Quantum Information
[10]   Wigner-Yanase information on quantum state space: The geometric approach [J].
Gibilisco, P ;
Isola, T .
JOURNAL OF MATHEMATICAL PHYSICS, 2003, 44 (09) :3752-3762