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商品描述
This book presents essential perspectives on digital convolutions in wireless communications systems and illustrates their corresponding efficient real-time field-programmable gate array (FPGA) implementations.
FPGAs or generic all programmable devices will soon become widespread, serving as the “brains” of all types of real-time smart signal processing systems, like smart networks, smart homes and smart cities. The book examines digital convolution by bringing together the following main elements: the fundamental theory behind the mathematical formulae together with corresponding physical phenomena; virtualized algorithm simulation together with benchmark real-time FPGA implementations; and detailed, state-of-the-art case studies on wireless applications, including popular linear convolution in digital front ends (DFEs); nonlinear convolution in digital pre-distortion (DPD) enabled high-efficiency wireless RF transceivers; and fast linear convolution in massive multiple-input multiple-output (MIMO) systems.
After reading this book, students and professionals will be able to:
· Understand digital convolution with inside-out information: discover what convolution is, why it is important and how it works.
· Enhance their FPGA design skills, i.e., enhance their FPGA-related prototyping capability with model-based hands-on examples.
· Rapidly expand their digital signal processing (DSP) blocks: to examine how to rapidly and efficiently create (DSP) functional blocks on a programmable FPGA chip as a reusable intellectual property (IP) core.
· Upgrade their expertise as both “thinkers” and “doers”: minimize/close the gap between mathematical equations and FPGA implementations for existing and emerging wireless applications.
商品描述(中文翻譯)
本書提供了無線通信系統中數位卷積的基本觀點，並說明其相應的高效即時現場可編程閘陣列（FPGA）實現。
FPGA 或通用可編程設備將很快普及，成為各類即時智能信號處理系統的「大腦」，如智能網絡、智能家居和智能城市。本書通過整合以下主要元素來探討數位卷積：數學公式背後的基本理論及其相應的物理現象；虛擬化算法模擬及基準即時 FPGA 實現；以及針對無線應用的詳細、最先進的案例研究，包括數位前端（DFE）中的流行線性卷積；在數位預失真（DPD）啟用的高效無線射頻收發器中的非線性卷積；以及在大規模多輸入多輸出（MIMO）系統中的快速線性卷積。
閱讀本書後，學生和專業人士將能夠：
· 理解數位卷積的內部運作：了解卷積是什麼、為什麼重要以及它是如何運作的。
· 提升他們的 FPGA 設計技能，即透過基於模型的實作範例增強他們與 FPGA 相關的原型能力。
· 快速擴展他們的數位信號處理（DSP）模塊：檢視如何快速且高效地在可編程 FPGA 晶片上創建可重用的知識產權（IP）核心的 DSP 功能模塊。
· 升級他們作為「思考者」和「實踐者」的專業能力：縮小/消除數學方程式與 FPGA 實現之間的差距，以應對現有和新興的無線應用。
