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This paper analyzes how randomized measurement schemes, such as mutually unbiased bases, SIC measurements, and random Clifford circuits, preserve quantum Fisher information in multiparameter quantum sensing. Its main result is that some 2-designs can lose a worst-case share of information that 3-designs avoid, and that independent Haar-random bases avoid this loss. For quantum sensing engineers, the practical point is that measurement design choices, not just symmetry properties, determine guaranteed performance.
The exact information cost of randomized measurements in quantum metrology
arXiv:2611.00599v1 Announce Type: new Abstract: Randomized measurements provide state-independent readout for multiparameter quantum sensing. Although 3-designs retain a constant fraction of the quantum Fisher information (QFI) for every pure state, we show that 2-designs need not. In dimension \(d\), complete mutually unbiased bases (MUBs) retain exactly \(1/(d+1)\) of the QFI in the worst state and direction, attaining the universal lower bound for 2-designs built from orthonormal bases; symmetric informationally complete (SIC) measurements retain exactly \((1-1/\sqrt{d+1})/d\). The loss comes from aligned blind spots. Relative to a basis, pure-state changes split into population and phase parts of equal dimension, but probabilities respond only to the former. Mutual unbiasedness turns a population change for one basis into a phase change for every other. The worst case already occurs for a qubit encoded in two levels. Independent random bases instead scatter their blind spots. In sufficiently large dimensions, five Haar-random bases retain, with high probability, a dimension-independent QFI fraction for every pure state and direction. Random Clifford measurements on any number of qubits retain exactly one third. Thus blind-spot geometry, not second-order symmetry alone, controls worst-case metrological performance.
Abstract:Randomized measurements provide state-independent readout for multiparameter quantum sensing. Although 3-designs retain a constant fraction of the quantum Fisher information (QFI) for every pure state, we show that 2-designs need not. In dimension \(d\), complete mutually unbiased bases (MUBs) retain exactly \(1/(d+1)\) of the QFI in the worst state and direction, attaining the universal lower bound for 2-designs built from orthonormal bases; symmetric informationally complete (SIC) measurements retain exactly \((1-1/\sqrt{d+1})/d\). The loss comes from aligned blind spots. Relative to a basis, pure-state changes split into population and phase parts of equal dimension, but probabilities respond only to the former. Mutual unbiasedness turns a population change for one basis into a phase change for every other. The worst case already occurs for a qubit encoded in two levels. Independent random bases instead scatter their blind spots. In sufficiently large dimensions, five Haar-random bases retain, with high probability, a dimension-independent QFI fraction for every pure state and direction. Random Clifford measurements on any number of qubits retain exactly one third. Thus blind-spot geometry, not second-order symmetry alone, controls worst-case metrological performance.
arXiv:2611.00599 [quant-ph]
(or arXiv:2611.00599v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2611.00599 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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