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Tracking Filter Engineering The Gauss-Newton and Polynomial Filters - Norman Morrison 2013 PDF The Institution of Engineering and Technology BOOKS TECHNICAL SCIENCES
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Tracking Filter Engineering The Gauss-Newton and Polynomial Filters
Author: Norman Morrison
Year: 2013
Pages: 598
Format: PDF
File size: 10,21 MB
Language: ENG



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The book Tracking Filter Engineering: The Gauss-Newton and Polynomial Filters, written by Norman Morrison, is a comprehensive guide to understanding the development and application of tracking filters in various fields such as signal processing, image processing, and control systems. The book provides a thorough discussion of the Gauss-Newton filters, including their theoretical background, and covers the expanding and fading memory polynomial filters based on the Legendre and Laguerre orthogonal polynomials. These filters serve as prefilters for the Gauss-Newton filters, enabling the efficient removal of noise and interference in various signals and images. The book begins with an introduction to the concept of tracking filters and their importance in modern technology, highlighting the need to study and understand the process of technological evolution. The author emphasizes the significance of developing a personal paradigm for perceiving the technological process of developing modern knowledge as the basis for the survival of humanity and the survival of the unification of people in a warring state. This paradigm shift is essential to adapt to the rapidly changing world and stay relevant in the face of technological advancements. The first chapter delves into the fundamentals of tracking filters, providing a detailed explanation of the Gauss-Newton and polynomial filters.
Книга «Tracking Filter Engineering: The Gauss-Newton and Polynomial Filters», написанная Норманом Моррисоном, является всеобъемлющим руководством для понимания разработки и применения отслеживающих фильтров в различных областях, таких как обработка сигналов, обработка изображений и системы управления. В книге даётся обстоятельное обсуждение фильтров Гаусса - Ньютона, включая их теоретическую предысторию, и рассматриваются полиномиальные фильтры расширяющейся и затухающей памяти, основанные на ортогональных полиномах Лежандра и Лагерра. Эти фильтры служат в качестве предварительных фильтров для фильтров Гаусса-Ньютона, позволяя эффективно удалять шумы и помехи в различных сигналах и изображениях. Книга начинается с введения в понятие следящих фильтров и их значение в современных технологиях, подчёркивая необходимость изучения и понимания процесса технологической эволюции. Автор подчеркивает значимость выработки личностной парадигмы восприятия технологического процесса развития современного знания как основы выживания человечества и выживания объединения людей в воюющем государстве. Это изменение парадигмы необходимо для адаптации к быстро меняющемуся миру и сохранения актуальности перед лицом технологических достижений. Первая глава углубляется в основы трекинговых фильтров, предоставляя подробное объяснение фильтров Гаусса-Ньютона и полиномиальных фильтров.
Il libro «Tracking Filter Engineering: The Gauss-Newton and Polynomial Filters», scritto da Norman Morrison, è una guida completa per comprendere lo sviluppo e l'applicazione di filtri di tracciabilità in diversi ambiti, come il trattamento dei segnali, l'elaborazione delle immagini e i sistemi di controllo. Il libro fornisce una discussione approfondita sui filtri Gauss-Newton, inclusa la loro storia teorica, e tratta i filtri polinomiali della memoria espansiva e disattivante, basati sui polinomi ortogonali di gandra e Lagerr. Questi filtri fungono da filtri preliminari per i filtri Gauss-Newton, consentendo di eliminare efficacemente rumori e interferenze in diversi segnali e immagini. Il libro inizia con l'introduzione nel concetto di filtri di tracciamento e il loro significato nelle tecnologie moderne, sottolineando la necessità di studiare e comprendere l'evoluzione tecnologica. L'autore sottolinea l'importanza di sviluppare un paradigma personale per la percezione del processo tecnologico dello sviluppo della conoscenza moderna come base della sopravvivenza dell'umanità e della sopravvivenza dell'unione delle persone in uno stato in guerra. Questo cambiamento di paradigma è essenziale per adattarsi a un mondo in rapida evoluzione e mantenere l'attualità di fronte ai progressi tecnologici. Il primo capitolo viene approfondito nelle basi dei filtri di tracking, fornendo una spiegazione dettagliata dei filtri Gauss-Newton e dei filtri polinomiali.
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Norman Morrisonによって書かれた本の追跡フィルター工学:ガウス-ニュートンおよび多項式フィルターは、信号処理、画像処理、および制御システムなどのさまざまな分野における追跡フィルターの開発と適用を理解するための包括的なガイドです。この本では、理論的前史を含むガウス・ニュートンのフィルターについて徹底的に議論し、直交的なレジェンドルとラゲール多項式に基づく拡張および減衰メモリの多項式フィルターについて論じている。これらのフィルタはガウス・ニュートン・フィルタのプリフィルタとして機能し、さまざまな信号や画像のノイズや干渉を効率的に除去できます。この本は、フィルターを追跡するという概念と、現代の技術におけるその意義を紹介することから始まり、技術進化の過程を研究し理解する必要性を強調している。著者は、人類の生存の基礎としての現代知識の発展の技術的プロセスの認識のための個人的なパラダイムを開発することの重要性を強調し、戦争状態での人々の統一の生存。このパラダイムシフトは、急速に変化する世界に適応し、技術の進歩に直面しても関連性を保つために必要です。最初の章では、トラッキングフィルタの基本を詳しく説明し、ガウス-ニュートンのフィルターと多項式フィルターについて詳しく説明します。

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