Detection and Estimation for Communication and Radar Systems (Hardcover)

<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.

本書介紹了檢測和估計理論的基礎，並描述了可以用於分析、設計、實施和優化現實世界系統的統計工具。詳細推導了各種統計方法，確保對基礎知識有更深入的理解。書中使用了大量來自通信、電信和雷達工程的實際例子，以說明理論結果如何推導和應用於實踐中。理論和應用的獨特結合以及80多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。

目錄:
第1章: 檢測和估計的介紹和動機
第2章: 概率和隨機過程的回顧
第3章: 統計假設檢驗理論
第4章: 在高斯噪聲中檢測確定性二進制信號
第5章: 確定性信號的M元檢測和分類
第6章: 非相干檢測
第7章: 參數估計
第8章: 系統性能分析和設計的分析和模擬方法。