A Data Engineering Approach to Wave Scattering Analysis with Applications in Radar, Sonar, Medical Diagnostics, Structural Flaw Detection and Intellig
暫譯: 數據工程方法於波散射分析的應用：雷達、聲納、醫療診斷、結構缺陷檢測與智能技術
Hinders, Mark K.
- 出版商: Wiley
- 出版日期: 2024-12-24
- 售價: $4,870
- 貴賓價: 9.5 折 $4,627
- 語言: 英文
- 頁數: 368
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1394271220
- ISBN-13: 9781394271221
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相關分類:
Data-mining、Machine Learning、物理學 Physics
海外代購書籍(需單獨結帳)
相關主題
商品描述
Comprehensive resource exploring how recent advancements in computational capabilities open doors to new applications in wave scattering
A Data Engineering Approach to Wave Scattering Analysis applies scattering analysis to many applications including radar, sonar, medical diagnosis, intelligent robotics, and more, enabling readers to implement new and better measurements with both novel instrumentation and artificial intelligence that automates the interpretation of various (and multiple) imaging data streams. Composed of 10 chapters, this book brings together separate scientific topics that share a common basis of knowledge and their unchanged mathematical techniques to ensure successful results.
Through periodic exercises, this book reinforces the importance of revisiting derivations and reproducing established results. It also delves into the individuals who shaped scientific methods and technologies, exploring 81 notable names and providing insights into their professional journeys.
Classic results from scattering are included in each chapter, and rather than simply pasting in plots from classic papers, these results have largely been reproduced for a more coherent reader experience.
Written by an established academic in the field, A Data Engineering Approach to Wave Scattering Analysis includes information on various topics:
- Field equations, covering strain as a dimensionless measure of deformation, generalized Hooke's Law, and elastic and acoustic waves
- Reflection and refraction, covering reflection from a free surface and surface waves as well as the wave model of acoustic microscopy
- Guided waves, covering torsional modes, longitudinal waves, and flexural waves in rods, as well as data engineering for lamb wave tomography
- Inverse scattering, covering wavelet transforms and fingerprinting as well as applications of wavelet fingerprints such as roof fall detection
A Data Engineering Approach to Wave Scattering is an essential up-to-date reference on the subject for researchers interested in radar, sonar, medical imaging, structural health monitoring, manufacturing process control, and autonomous vehicles, as well as upper-level undergraduates and graduate students in related programs of study.
商品描述(中文翻譯)
全面資源探討近期計算能力的進步如何為波散射的新應用開啟大門
數據工程方法於波散射分析 將散射分析應用於多個領域，包括雷達、聲納、醫療診斷、智能機器人等，使讀者能夠利用新穎的儀器和自動化解釋各種（及多重）影像數據流的人工智慧，實施新的更佳測量。本書由10章組成，將不同的科學主題結合在一起，這些主題共享共同的知識基礎及其不變的數學技術，以確保成功的結果。
透過定期的練習，本書強調重新檢視推導和重現既定結果的重要性。它還深入探討了塑造科學方法和技術的個人，探索81位著名人物並提供他們職業旅程的見解。
每章中都包含經典的散射結果，而不是簡單地從經典論文中粘貼圖表，這些結果在很大程度上已被重現，以提供更連貫的讀者體驗。
本書由該領域的知名學者撰寫，數據工程方法於波散射分析 包含多個主題的信息：
- 場方程，涵蓋作為無量綱變形度量的應變、廣義胡克定律以及彈性和聲波
- 反射和折射，涵蓋自由表面的反射和表面波，以及聲學顯微鏡的波模型
- 導波，涵蓋扭轉模式、縱波和桿中的彎曲波，以及用於蘭姆波斷層掃描的數據工程
- 反向散射，涵蓋小波變換和指紋識別，以及小波指紋的應用，如屋頂坍塌檢測
數據工程方法於波散射 是對於有興趣於雷達、聲納、醫療影像、結構健康監測、製造過程控制和自動駕駛車輛的研究人員，以及相關學科的高年級本科生和研究生的重要最新參考資料。
作者簡介
Mark K. Hinders is Professor of Applied Science at the College of William & Mary in Virginia and holds a PhD in Aerospace and Mechanical Engineering from Boston University, USA. Before coming to Williamsburg in 1993, Professor Hinders was Senior Scientist at Massachusetts Technological Laboratory, Inc., and also Research Assistant Professor at Boston University. Professor Hinders conducts research in wave propagation and scattering phenomena applied to medical imaging, intelligent robotics, security screening, remote sensing, and nondestructive evaluation.
作者簡介(中文翻譯)
馬克·K·辛德斯是維吉尼亞州威廉與瑪麗學院的應用科學教授，並擁有美國波士頓大學的航空航天與機械工程博士學位。在1993年來到威廉斯堡之前，辛德斯教授曾擔任麻省理工科技實驗室的高級科學家，並且是波士頓大學的研究助理教授。辛德斯教授的研究領域包括應用於醫學影像、智能機器人、安全篩檢、遙感技術和非破壞性評估的波傳播和散射現象。
