Random Signal Processing
暫譯: 隨機信號處理
Shaila Dinkar Apte
- 出版商: Routledge
- 出版日期: 2017-08-22
- 售價: $4,170
- 貴賓價: 9.5 折 $3,962
- 語言: 英文
- 頁數: 462
- 裝訂: Paperback
- ISBN: 1138746274
- ISBN-13: 9781138746275
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相關主題
商品描述
This book covers random signals and random processes along with estimation of probability density function, estimation of energy spectral density and power spectral density. The properties of random processes and signal modelling are discussed with basic communication theory estimation and detection. MATLAB simulations are included for each concept with output of the program with case studies and project ideas. The chapters progressively introduce and explain the concepts of random signals and cover multiple applications for signal processing.
The book is designed to cater to a wide audience starting from the undergraduates (electronics, electrical, instrumentation, computer, and telecommunication engineering) to the researchers working in the pertinent fields.
Key Features:
• Aimed at random signal processing with parametric signal processing-using appropriate segment size.
• Covers speech, image, medical images, EEG and ECG signal processing.
• Reviews optimal detection and estimation.
• Discusses parametric modeling and signal processing in transform domain.
• Includes MATLAB codes and relevant exercises, case studies and solved examples including multiple choice questions
商品描述(中文翻譯)
本書涵蓋隨機信號和隨機過程，以及概率密度函數的估計、能量譜密度和功率譜密度的估計。討論了隨機過程的特性和信號建模，並結合基本的通信理論進行估計和檢測。每個概念都包含 MATLAB 模擬，並附有程式輸出、案例研究和專案想法。各章節逐步介紹並解釋隨機信號的概念，並涵蓋信號處理的多種應用。
本書旨在滿足廣泛的讀者群，從本科生（電子、電氣、儀器、計算機和電信工程）到在相關領域工作的研究人員。
主要特點：
• 針對隨機信號處理，使用適當的段大小進行參數信號處理。
• 涵蓋語音、影像、醫學影像、腦電圖（EEG）和心電圖（ECG）信號處理。
• 回顧最佳檢測和估計。
• 討論參數建模和變換域中的信號處理。
• 包含 MATLAB 代碼及相關練習、案例研究和解題範例，包括選擇題。
