Continued Fractions and Signal Processing
暫譯: 連分數與信號處理

Sauer, Tomas

  • 出版商: Springer
  • 出版日期: 2021-09-07
  • 售價: $3,520
  • 貴賓價: 9.5$3,344
  • 語言: 英文
  • 頁數: 248
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3030843599
  • ISBN-13: 9783030843595
  • 海外代購書籍(需單獨結帳)

商品描述

Besides their well-known value in number theory, continued fractions are also a useful tool in modern numerical applications and computer science. The goal of the book is to revisit the almost forgotten classical theory and to contextualize it for contemporary numerical applications and signal processing, thus enabling students and scientist to apply classical mathematics on recent problems. The books tries to be mostly self-contained and to make the material accessible for all interested readers. This provides a new view from an applied perspective, combining the classical recursive techniques of continued fractions with orthogonal problems, moment problems, Prony's problem of sparse recovery and the design of stable rational filters, which are all connected by continued fractions.

商品描述(中文翻譯)

除了在數論中廣為人知的價值外,連分數在現代數值應用和計算機科學中也是一個有用的工具。本書的目標是重新探討幾乎被遺忘的古典理論,並將其置於當代數值應用和信號處理的背景中,從而使學生和科學家能夠將古典數學應用於當前的問題。本書力求自成體系,並使所有感興趣的讀者都能輕鬆理解這些材料。這提供了一個應用視角的新觀點,結合了連分數的古典遞歸技術與正交問題、矩問題、Prony的稀疏恢復問題以及穩定有理濾波器的設計,這些都與連分數有著密切的聯繫。

作者簡介

Tomas Sauer holds the chair of Mathematics for Image Processing at the University of Passau. His research interests include signal and image processing, computer algebra and numerical methods for the solution of real world applied problems. He founded the Fraunhofer IIS research group "Knowledge based image processing" at the University of Passau that deals with the development of methods for handlig large scale industrial tomography data.

作者簡介(中文翻譯)

托馬斯·索爾(Tomas Sauer)擔任帕紹大學(University of Passau)影像處理數學講座的教授。他的研究興趣包括信號與影像處理、計算代數以及解決現實世界應用問題的數值方法。他在帕紹大學創立了弗勞恩霍夫應用科學研究所(Fraunhofer IIS)研究小組「基於知識的影像處理」,專注於處理大規模工業斷層掃描數據的方法開發。