Algorithms and VLSI Implementations of Mimo Detection
暫譯: MIMO 偵測的演算法與 VLSI 實作

Bello, Ibrahim A., Halak, Basel

Algorithms and VLSI Implementations of Mimo Detection
  • 出版商: Springer
  • 出版日期: 2022-07-23
  • 售價: $3,830
  • 貴賓價: 9.5 折 $3,639
  • 語言: 英文
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031045114
  • ISBN-13: 9783031045110
  • 相關分類: VLSI、Algorithms-data-structures

    • 海外代購書籍(需單獨結帳)

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商品描述

This book provides a detailed overview of detection algorithms for multiple-input multiple-output (MIMO) communications systems focusing on their hardware realisation. The book begins by analysing the maximum likelihood detector, which provides the optimal bit error rate performance in an uncoded communications system. However, the maximum likelihood detector experiences a high complexity that scales exponentially with the number of antennas, which makes it impractical for real-time communications systems. The authors proceed to discuss lower-complexity detection algorithms such as zero-forcing, sphere decoding, and the K-best algorithm, with the aid of detailed algorithmic analysis and several MATLAB code examples. Furthermore, different design examples of MIMO detection algorithms and their hardware implementation results are presented and discussed. Finally, an ASIC design flow for implementing MIMO detection algorithms in hardware is provided, including the system simulation and modelling steps and register transfer level modelling using hardware description languages.

 

  • Provides an overview of MIMO detection algorithms and discusses their corresponding hardware implementations in detail;
  • Highlights architectural considerations of MIMO detectors in achieving low power consumption and high throughput;
  • Discusses design tradeoffs that will guide readers’ efforts when implementing MIMO algorithms in hardware;
  • Describes a broad range of implementations of different MIMO detectors, enabling readers to make informed design decisions based on their application requirements.

商品描述(中文翻譯)

這本書提供了多輸入多輸出（MIMO）通信系統檢測演算法的詳細概述，重點在於其硬體實現。書中首先分析了最大似然檢測器，該檢測器在未編碼的通信系統中提供最佳的位元錯誤率性能。然而，最大似然檢測器的複雜度隨著天線數量的增加而指數級增長，這使得它在實時通信系統中不具實用性。作者接著討論了較低複雜度的檢測演算法，如零強迫（zero-forcing）、球面解碼（sphere decoding）和K-best演算法，並輔以詳細的演算法分析和幾個MATLAB程式碼範例。此外，書中還介紹和討論了不同的MIMO檢測演算法設計範例及其硬體實現結果。最後，提供了一個用於在硬體中實現MIMO檢測演算法的ASIC設計流程，包括系統模擬和建模步驟，以及使用硬體描述語言的寄存器傳輸級建模。

- 提供MIMO檢測演算法的概述，並詳細討論其相應的硬體實現；
- 強調MIMO檢測器在實現低功耗和高吞吐量方面的架構考量；
- 討論設計權衡，指導讀者在硬體中實現MIMO演算法時的努力；
- 描述不同MIMO檢測器的廣泛實現，使讀者能根據其應用需求做出明智的設計決策。

作者簡介

Dr. Ibrahim Bello received his Bachelor's degree in Electrical and Electronics Engineering from Abubakar Tafawa Balewa University in 2006, MSc (with distinction) in Microelectronic Systems and Telecommunications from the University of Liverpool in 2010, and PhD in Electronics and Electrical Engineering from the University of Southampton in 2017. During his PhD, he investigated various ASIC architectures for MIMO detection algorithms. In 2019, he joined the Department of Engineering Science at the University of Oxford, where he carried out research in smart energy systems. Dr Bello was previously a lecturer at Ahmadu Bello University, Nigeria, where he taught various topics in software development and digital systems design. In 2022, he joined Dyson Technology Ltd. as a Senior Embedded Software Engineer. He retains a keen interest in hardware implementation of digital signal processing algorithms, the Internet of Things, and smart energy systems.

Dr. Basel Halak is an Associate Professor and the director of the embedded systems and IoT program at the University of Southampton. Dr Halak is a visiting scholar at the Technical University of Kaiserslautern, an industrial fellow of the royal academy of engineering a senior fellow of the higher education academy and a national teaching fellow of Advance HE UK. He has written over 100-refereed conference and journal papers and authored four books. His research expertise includes hardware security, digital design, and embedded systems. Dr Halak serves on several technical programme committees such as HOST, IEEE DATE, DAC, IVSW, ICCCA, ICCCS, MTV and EWME. He is an associate editor of IEEE access and an editor of the IET circuit devices and system journal. He is also a member of the hardware security-working group of the World Wide Web Consortium (W3C).

 

 

作者簡介(中文翻譯)

伊布拉欣·貝洛博士於2006年獲得阿布巴卡·塔法瓦·巴維大學的電氣與電子工程學士學位，2010年在利物浦大學獲得微電子系統與電信的優異碩士學位，並於2017年在南安普敦大學獲得電子與電氣工程博士學位。在他的博士研究期間，他調查了各種用於MIMO檢測演算法的ASIC架構。2019年，他加入牛津大學工程科學系，從事智慧能源系統的研究。貝洛博士曾在尼日利亞的阿哈馬杜·貝洛大學擔任講師，教授軟體開發和數位系統設計的各種主題。2022年，他加入戴森科技有限公司，擔任高級嵌入式軟體工程師。他對數位信號處理演算法的硬體實現、物聯網和智慧能源系統保持濃厚的興趣。

巴塞爾·哈拉克博士是南安普敦大學的副教授及嵌入式系統與物聯網計畫的主任。哈拉克博士是凱瑟斯勞滕科技大學的訪問學者，英國皇家工程學院的工業研究員，高等教育學院的高級研究員，以及英國Advance HE的全國教學研究員。他已發表超過100篇經過審核的會議和期刊論文，並著有四本書籍。他的研究專長包括硬體安全、數位設計和嵌入式系統。哈拉克博士在多個技術計畫委員會中擔任成員，如HOST、IEEE DATE、DAC、IVSW、ICCCA、ICCCS、MTV和EWME。他是IEEE Access的副編輯，以及IET Circuit Devices and Systems期刊的編輯。他也是萬維網聯盟（W3C）硬體安全工作組的成員。

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