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Precision and Privacy in Distributed Quantum Sensing: A Quantum Fisher Information Duality

arXiv Quantum Physics
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⚡ Quantum Brief
Farhad Farokhi’s May 2026 study reveals a fundamental trade-off in distributed quantum sensing: achieving maximum precision in one measurement direction inherently eliminates information about orthogonal directions. The research establishes a quantum Fisher information (QFI) duality, proving that for any N-qubit sensor network, the sum of QFI for two orthogonal sensing directions cannot exceed N, with equality only for specific states. Heisenberg-limited precision (QFI = N) in one direction forces zero QFI in all independent directions, creating an absolute privacy guarantee against unauthorized parameter estimation. Equatorial states (N=2) and GHZ states (N≥2) saturate this bound, demonstrating optimal performance for both precision and privacy in quantum sensor networks. This duality bridges quantum metrology and cryptography, offering a framework for secure, high-precision distributed sensing with built-in protection against eavesdropping.
Precision and Privacy in Distributed Quantum Sensing: A Quantum Fisher Information Duality

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Quantum Physics arXiv:2605.20765 (quant-ph) [Submitted on 20 May 2026] Title:Precision and Privacy in Distributed Quantum Sensing: A Quantum Fisher Information Duality Authors:Farhad Farokhi View a PDF of the paper titled Precision and Privacy in Distributed Quantum Sensing: A Quantum Fisher Information Duality, by Farhad Farokhi View PDF HTML (experimental) Abstract:We establish a quantum Fisher information (QFI) duality for distributed quantum sensor networks with local phase encoding. For any $N$-qubit probe state, where $N$ denotes the number of sensors, $F_Q(\boldsymbol{w}^\top \boldsymbol{\theta}) + F_Q(\boldsymbol{v}^\top \boldsymbol{\theta}) \leq N$ for all unit orthogonal sensing directions $\boldsymbol{w}$ and $\boldsymbol{v}$, with equality for all equatorial states when $N=2$ and for Greenberger--Horne--Zeilinger (GHZ) states when $N\geq 2$. Heisenberg-limited precision for direction $\boldsymbol{w}$, $F_Q(\boldsymbol{w}^\top \boldsymbol{\theta})=N$, saturates the bound and simultaneously forces zero QFI for all other independent directions. This can be interpreted as the condition for parameter privacy in distributed quantum sensing: attaining Heisenberg-limited precision for the sensing target renders all alternative privacy-intrusive estimations impossible. Subjects: Quantum Physics (quant-ph); Cryptography and Security (cs.CR); Information Theory (cs.IT) Cite as: arXiv:2605.20765 [quant-ph] (or arXiv:2605.20765v1 [quant-ph] for this version) https://doi.org/10.48550/arXiv.2605.20765 Focus to learn more arXiv-issued DOI via DataCite (pending registration) Submission history From: Farhad Farokhi [view email] [v1] Wed, 20 May 2026 06:07:19 UTC (12 KB) Full-text links: Access Paper: View a PDF of the paper titled Precision and Privacy in Distributed Quantum Sensing: A Quantum Fisher Information Duality, by Farhad FarokhiView PDFHTML (experimental)TeX Source view license Current browse context: quant-ph new | recent | 2026-05 Change to browse by: cs cs.CR cs.IT math math.IT References & Citations INSPIRE HEP NASA ADSGoogle Scholar Semantic Scholar export BibTeX citation Loading... BibTeX formatted citation × loading... Data provided by: Bookmark Bibliographic Tools Bibliographic and Citation Tools Bibliographic Explorer Toggle Bibliographic Explorer (What is the Explorer?) Connected Papers Toggle Connected Papers (What is Connected Papers?) Litmaps Toggle Litmaps (What is Litmaps?) scite.ai Toggle scite Smart Citations (What are Smart Citations?) Code, Data, Media Code, Data and Media Associated with this Article alphaXiv Toggle alphaXiv (What is alphaXiv?) Links to Code Toggle CatalyzeX Code Finder for Papers (What is CatalyzeX?) DagsHub Toggle DagsHub (What is DagsHub?) GotitPub Toggle Gotit.pub (What is GotitPub?) Huggingface Toggle Hugging Face (What is Huggingface?) ScienceCast Toggle ScienceCast (What is ScienceCast?) Demos Demos Replicate Toggle Replicate (What is Replicate?) Spaces Toggle Hugging Face Spaces (What is Spaces?) Spaces Toggle TXYZ.AI (What is TXYZ.AI?) Related Papers Recommenders and Search Tools Link to Influence Flower Influence Flower (What are Influence Flowers?) Core recommender toggle CORE Recommender (What is CORE?) Author Venue Institution Topic About arXivLabs arXivLabs: experimental projects with community collaborators arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. Which authors of this paper are endorsers? | Disable MathJax (What is MathJax?)

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Source: arXiv Quantum Physics