TY - JOUR
T1 - Sequential hypothesis testing for continuously-monitored quantum systems
AU - Gasbarri, Giulio
AU - Bilkis, Matias
AU - Roda-Salichs, Elisabet
AU - Calsamiglia, John
N1 - Publisher Copyright:
© 2024 Verein zur Forderung des Open Access Publizierens in den Quantenwissenschaften. All rights reserved.
PY - 2024/3/20
Y1 - 2024/3/20
N2 - We consider a quantum system that is being continuously monitored, giving rise to a measurement signal. From such a stream of data, information needs to be inferred about the underlying system's dynamics. Here we focus on hypothesis testing problems and put forward the usage of sequential strategies where the signal is analyzed in real time, allowing the experiment to be concluded as soon as the underlying hypothesis can be identified with a certified prescribed success probability. We analyze the performance of sequential tests by studying the stopping-time behavior, showing a considerable advantage over currently-used strategies based on a fixed predetermined measurement time.
AB - We consider a quantum system that is being continuously monitored, giving rise to a measurement signal. From such a stream of data, information needs to be inferred about the underlying system's dynamics. Here we focus on hypothesis testing problems and put forward the usage of sequential strategies where the signal is analyzed in real time, allowing the experiment to be concluded as soon as the underlying hypothesis can be identified with a certified prescribed success probability. We analyze the performance of sequential tests by studying the stopping-time behavior, showing a considerable advantage over currently-used strategies based on a fixed predetermined measurement time.
UR - http://www.scopus.com/inward/record.url?scp=85189685422&partnerID=8YFLogxK
U2 - 10.22331/q-2024-03-20-1289
DO - 10.22331/q-2024-03-20-1289
M3 - Article
SN - 2521-327X
VL - 8
JO - Quantum
JF - Quantum
M1 - 1289
ER -