دورية أكاديمية

Quantum Algorithms in Electromagnetic Propagation Modelling for Telecommunications

التفاصيل البيبلوغرافية
العنوان: Quantum Algorithms in Electromagnetic Propagation Modelling for Telecommunications
المؤلفون: Roman Novak
المصدر: IEEE Access, Vol 11, Pp 111545-111565 (2023)
بيانات النشر: IEEE, 2023.
سنة النشر: 2023
المجموعة: LCC:Electrical engineering. Electronics. Nuclear engineering
مصطلحات موضوعية: Electromagnetics, numerical modelling, radio wave propagation, ray tracing, simulation, telecommunications, Electrical engineering. Electronics. Nuclear engineering, TK1-9971
الوصف: Modelling of electromagnetic wave propagation in telecommunications has evolved from empirical models to highly deterministic ray tracing and numerical methods. The extraordinary computational effort of these methods and their wave nature seem ideally suited to be approached by quantum algorithms. We first examine current progress by reviewing recent proposals in the field. We scrutinize potentially advantageous quantum architectures, ranging from mainstream gate-level computers and near-term, mid-scale noisy architectures with limited capabilities, to adiabatic and annealing approaches that are already in commercial use. We analyze the weaknesses and strengths of recent proposals. Beyond the core algorithm, mechanisms to bridge the quantum and classical worlds are of particular interest. Extremely diverse algorithm specifications, from those based on Hamiltonian simulations and emulation of variational optimization to the unconstrained binary formulation, are compared with the use of pure gate-level circuits and known quantum subroutines. We show that the graph Laplacian, given its ability to integrate boundary conditions, is uniquely suited for quantum propagation modelling algorithms rooted in differential numerical methods. Quantum computers could overcome the temporal and spatial limitations of classical methods for larger computational domains and, to some extent, address the problems of dispersion and stability in finite-difference approximations. The ability to express the solution of a problem as an eigenvalue problem turns out to be an advantage in the quantum world, where eigenvalues and eigenvectors are inextricably intertwined with quantum mechanics. In this paper, we identify the most promising techniques and scenarios that hold the greatest potential.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2169-3536
العلاقة: https://ieeexplore.ieee.org/document/10273251Test/; https://doaj.org/toc/2169-3536Test
DOI: 10.1109/ACCESS.2023.3322446
الوصول الحر: https://doaj.org/article/d6d3f9b710fc4127ab3742ac7840cc26Test
رقم الانضمام: edsdoj.6d3f9b710fc4127ab3742ac7840cc26
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:21693536
DOI:10.1109/ACCESS.2023.3322446