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Quantum Edge Detection

Authors :
Llorens, Santiago
González, Walther
Sentís, Gael
Calsamiglia, John
Bagan, Emili
Muñoz-Tapia, Ramon
Publication Year :
2024

Abstract

This paper introduces quantum edge detection, aimed at locating boundaries of quantum domains where all particles share the same pure state. Focusing on the 1D scenario of a string of particles, we develop an optimal protocol for quantum edge detection, efficiently computing its success probability through Schur-Weyl duality and semidefinite programming techniques. We analyze the behavior of the success probability as a function of the string length and local dimension, with emphasis in the limit of long strings. We present a protocol based on square root measurement, which proves asymptotically optimal. Additionally, we explore a mixed quantum change point detection scenario where the state of particles transitions from known to unknown, which may find practical applications in detecting malfunctions in quantum devices<br />Comment: 13+6 pages, 2 figures

Subjects

Subjects :
Quantum Physics

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2405.11373
Document Type :
Working Paper