Signal Processing Advances in Wireless and Mobile Communications, Volume 1

Georgios B. Giannakis, Yingbo Hua, Petre Stoica, Lang Tong

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商品描述

  • Channel identification and equalization for single-user point-to-point links
  • Bandwidth-saving blind and semi-blind algorithms and performance analysis
  • Linear precoding techniques that utilize transmit redundancy
  • For every engineering professional involved with signal processing for advanced communications

Key advances in channel identification and equalization for single-user point-to-point links.

Signal Processing Advances in Communication, Volume I is the first in a two-volume set that introduces important recent advances in signal processing (SP) tools for wireless and mobile communications. it brings together contributions by leaders in the field worldwide. This two-volume set covers an exceptionally wide range of technologies and methodologies, including noise and interference cancellation, modem design, mobile Internet services, next-generation audio/video broadcasting, cellular telephony, and wireless multimedia networks.

Volume I focuses on key advances in channel identification and equalization for single-user point-to-point links. As information-bearing signals propagate through fading media, modern equalizers must account for the variability of the mobile wireless channel, mitigate inter-symbol and co-channel interference, and suppress noise at the single- or multi-sensor receivers. This book presents the latest bandwidth-saving (semi-) blind algorithms and performance analysis, as well as linear precoding techniques that capitalize on transmit-redundancy to offer distinct improvements over training-based systems. Coverage includes:

  • Subspace methods for blind identification and deconvolution
  • Blind identification and equalization of channels driven by colored signals
  • Optimum subspace methods; linear prediction algorithms for multichannel equalization
  • Semi-blind methods for FIR multichannel estimation
  • Blind decision-feedback equalization, and more

This book brings together research previously scattered across multiple journals worldwide, delivering an unprecedented collection of advanced SP techniques for optimizing single-user point-to-point links. It will be an invaluable resource for practicing engineers, researchers, managers, and any professional involved with designing or building state-of-the-art communications systems.

Table of Contents

Preface.
1. Channel Estimation And Equalization Using Higher-Order Statistics.
2. Performance Bound For Blind Channel Estimation.
3. Ub Pace Method For Blind Identification And Deconvolution.
4. Blind Identification And Equalization Of Channels Driven By Colored Signals.
5. Optimum Subspace Method.
6. Linear Predictive Algorithm For Blind Multichannel Identification.
7. Semi-Blind Method For Fir Multichannel Estimation.
Index.

商品描述(中文翻譯)

通道識別和等化對於單用戶點對點連接的重要性
節省帶寬的盲和半盲算法以及性能分析
利用發射冗餘的線性預編碼技術
針對所有從事先進通信信號處理的工程專業人員

《通信中的信號處理進展,第一卷》是一套兩卷的書籍,介紹了無線和移動通信中重要的信號處理工具的最新進展。該書匯集了來自世界各地領先專家的貢獻。這兩卷書涵蓋了非常廣泛的技術和方法,包括噪聲和干擾消除、調制解調器設計、移動互聯網服務、下一代音視頻廣播、蜂窩通信和無線多媒體網絡。

第一卷集中介紹了單用戶點對點連接中通道識別和等化的重要進展。隨著信息信號通過衰落媒介傳播,現代等化器必須考慮移動無線通道的變化性,減輕符號間和共信道干擾,並在單或多傳感器接收器上抑制噪聲。本書介紹了最新的節省帶寬的(半)盲算法和性能分析,以及利用發射冗餘的線性預編碼技術,相對於基於訓練的系統提供明顯改進的方法。內容包括:

- 盲識別和反卷積的子空間方法
- 受彩色信號驅動的通道的盲識別和等化
- 最佳子空間方法;多通道等化的線性預測算法
- 用於FIR多通道估計的半盲方法
- 盲決策反饋等化等

本書匯集了以前分散在世界各地多個期刊上的研究成果,提供了一個前所未有的先進信號處理技術集合,用於優化單用戶點對點連接。對於從事設計或構建最先進通信系統的實踐工程師、研究人員、管理人員和任何專業人士來說,這將是一個寶貴的資源。

目錄:
- 前言
- 第1章:使用高階統計的通道估計和等化
- 第2章:盲通道估計的性能界限
- 第3章:用於盲識別和反卷積的Ub Pace方法
- 第4章:受彩色信號驅動的通道的盲識別和等化
- 第5章:最佳子空間方法
- 第6章:用於盲多通道識別的線性預測算法
- 第7章:用於FIR多通道估計的半盲方法
- 索引