Signal Processing Advances in Wireless and Mobile Communications, Volume 1
暫譯: 無線與行動通信中的信號處理進展,第1卷

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)

- 單用戶點對點鏈路的通道識別與均衡
- 節省帶寬的盲演算法和半盲演算法及其性能分析
- 利用傳輸冗餘的線性預編碼技術
- 針對所有涉及先進通信信號處理的工程專業人士

關鍵進展在於單用戶點對點鏈路的通道識別與均衡。

《信號處理在通信中的進展,第一卷》是兩卷本系列的第一卷,介紹了無線和移動通信中信號處理(SP)工具的重要近期進展。它匯集了全球該領域的領導者的貢獻。這兩卷本涵蓋了非常廣泛的技術和方法,包括噪聲和干擾消除、調製解調器設計、移動互聯網服務、下一代音頻/視頻廣播、行動電話和無線多媒體網絡。

第一卷專注於單用戶點對點鏈路的通道識別與均衡的關鍵進展。隨著承載信息的信號通過衰落媒介傳播,現代均衡器必須考慮移動無線通道的變化,減輕符號間和同頻干擾,並在單傳感器或多傳感器接收器中抑制噪聲。本書介紹了最新的節省帶寬的(半)盲演算法及其性能分析,以及利用傳輸冗餘的線性預編碼技術,提供相較於基於訓練系統的顯著改進。內容包括:

- 用於盲識別和去卷積的子空間方法
- 由彩色信號驅動的通道的盲識別和均衡
- 最佳子空間方法;多通道均衡的線性預測演算法
- 用於FIR多通道估計的半盲方法
- 盲決策反饋均衡,等等

本書匯集了之前散佈於全球多個期刊的研究,提供了一個前所未有的先進SP技術集合,以優化單用戶點對點鏈路。對於實踐中的工程師、研究人員、經理以及任何涉及設計或建造最先進通信系統的專業人士來說,這將是一本無價的資源。

目錄
前言。
1. 使用高階統計的通道估計與均衡。
2. 盲通道估計的性能界限。
3. 用於盲識別和去卷積的Ub Pace方法。
4. 由彩色信號驅動的通道的盲識別與均衡。
5. 最佳子空間方法。
6. 用於盲多通道識別的線性預測演算法。
7. 用於FIR多通道估計的半盲方法。
索引。