Fundamentals of Statistical Signal Processing, Volume III: Practical Algorithm Development (IE-Paperback)
暫譯: 統計信號處理基礎，第三卷：實用演算法開發 (IE-平裝本)
Steven Kay
- 出版商: Prentice Hall
- 出版日期: 2013-04-04
- 定價: $1,290
- 售價: 9.8 折 $1,264
- 語言: 英文
- ISBN: 0133445976
- ISBN-13: 9780133445978
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相關分類:
Algorithms-data-structures
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其他版本:
Fundamentals of Statistical Signal Processing, Volume III: Practical Algorithm Development (美國原版)
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商品描述
<內容簡介>
In Fundamentals of Statistical Signal Processing, Volume III: Practical Algorithm Development, author Steven M. Kay shows how to convert theories of statistical signal processing estimation and detection into software algorithms that can be implemented on digital computers. This final volume of Kay’s three-volume guide builds on the comprehensive theoretical coverage in the first two volumes. Here, Kay helps readers develop strong intuition and expertise in designing well-performing algorithms that solve real-world problems.
Kay begins by reviewing methodologies for developing signal processing algorithms, including mathematical modeling, computer simulation, and performance evaluation. He links concepts to practice by presenting useful analytical results and implementations for design, evaluation, and testing. Next, he highlights specific algorithms that have “stood the test of time,” offers realistic examples from several key application areas, and introduces useful extensions. Finally, he guides readers through translating mathematical algorithms into MATLAB® code and verifying solutions.
商品描述(中文翻譯)
內容簡介
在《統計信號處理基礎，第 III 卷：實用演算法開發》中，作者 Steven M. Kay 展示了如何將統計信號處理估計和檢測的理論轉換為可以在數位計算機上實現的軟體演算法。這是 Kay 三卷指南的最後一卷，建立在前兩卷的全面理論覆蓋之上。在這裡，Kay 幫助讀者培養設計高效能演算法的強烈直覺和專業知識，以解決現實世界中的問題。
Kay 首先回顧了開發信號處理演算法的方法論，包括數學建模、計算機模擬和性能評估。他通過提供有用的分析結果和設計、評估及測試的實現，將概念與實踐聯繫起來。接著，他強調了一些“經得起時間考驗”的特定演算法，提供來自幾個關鍵應用領域的現實範例，並介紹有用的擴展。最後，他指導讀者如何將數學演算法轉換為 MATLAB® 代碼並驗證解決方案。
