Optimal Strategies of Quantum Metrology with a Strict Hierarchy
Qiushi Liu, Zihao Hu, Haidong Yuan, Yuxiang Yang

TL;DR
This paper develops a systematic framework to determine the ultimate precision limits in quantum metrology across various strategy families, revealing a strict hierarchy of achievable precisions.
Contribution
It introduces an efficient algorithm to identify optimal strategies within different quantum metrology families and establishes a hierarchy of their precision limits.
Findings
Existence of a strict hierarchy of precision limits among strategy families
Development of an efficient algorithm for optimal strategy identification
Framework applicable to parallel, sequential, and indefinite-causal-order strategies
Abstract
One of the main quests in quantum metrology is to attain the ultimate precision limit with given resources, where the resources are not only of the number of queries, but more importantly of the allowed strategies. With the same number of queries, the restrictions on the strategies constrain the achievable precision. In this work, we establish a systematic framework to identify the ultimate precision limit of different families of strategies, including the parallel, the sequential, and the indefinite-causal-order strategies, and provide an efficient algorithm that determines an optimal strategy within the family of strategies under consideration. With our framework, we show there exists a strict hierarchy of the precision limits for different families of strategies.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMachine Learning and Algorithms · Advanced Bandit Algorithms Research · Numerical Methods and Algorithms
