Detection and Estimation for Communication and Radar Systems (Hardcover)
暫譯: 通訊與雷達系統的檢測與估計 (精裝版)

Professor Kung Yao, Dr Flavio Lorenzelli, Dr Chiao-En Chen

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商品描述

<內容簡介>
Covering the fundamentals of detection and estimation theory, this systematic guide describes statistical tools that can be used to analyze, design, implement and optimize real-world systems. Detailed derivations of the various statistical methods are provided, ensuring a deeper understanding of the basics. Packed with practical insights, it uses extensive examples from communication, telecommunication and radar engineering to illustrate how theoretical results are derived and applied in practice. A unique blend of theory and applications and over 80 analytical and computational end-of-chapter problems make this an ideal resource for both graduate students and professional engineers..

<章節目錄>
CH1: Introduction and motivation to detection and estimation
CH2: Review of probability and random processes
CH3: Statistical hypothesis testing theory
CH4: Detection of deterministic binary signals in Gaussian noises
CH5: M-ary detection and classification of deterministic signals
CH6: Non-coherent detection
CH7: Parameter estimation
CH8: Analytical and simulation methods for system performance analysis and design.

 

商品描述(中文翻譯)

內容簡介
本書涵蓋了檢測與估計理論的基本原理,系統性地描述了可用於分析、設計、實施和優化現實世界系統的統計工具。提供了各種統計方法的詳細推導,確保讀者對基本概念有更深入的理解。書中充滿了實用的見解,並使用了來自通信、電信和雷達工程的廣泛範例,說明理論結果是如何推導和應用於實踐中的。理論與應用的獨特結合,以及超過80個分析和計算的章末問題,使本書成為研究生和專業工程師的理想資源。

章節目錄
CH1: 檢測與估計的介紹與動機
CH2: 機率與隨機過程的回顧
CH3: 統計假設檢定理論
CH4: 在高斯噪聲中檢測確定性二進制信號
CH5: 確定性信號的M元檢測與分類
CH6: 非相干檢測
CH7: 參數估計
CH8: 系統性能分析與設計的分析與模擬方法。