Introduction to Communication Systems

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isbn号码:9780201072518
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  • 通信系统
  • 通信原理
  • 信号处理
  • 信息论
  • 无线通信
  • 数字通信
  • 模拟通信
  • 调制解调
  • 信道编码
  • 网络通信
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From the Inside Flap This textbook presents to undergraduates an introductory explanation of communication systems, with the emphasis on signal design and modulation. The approach is therefore tailored to a careful development of the mathematical principles upon which such systems are based, using examples from a wide variety of current communication systems wherever possible. These range from commercial broadcasting and telephone systems to satellite telemetry and radar. Extended Topical Coverage Material added in this third edition is, primarily, about digital methods and reflects the continually increasing importance of digital signal transmission and modulation in communication systems. New material on the use of fiber optics in communications and the integrated services digital network (ISDN) has been added in Chapter 7, as well as an expended treatment of Nyquist waveform shaping for control of ISI. Optimum filtering methods for use with ISI criteria have been included in Chapter 9. Chapter 10 has an expanded treatment of FSK and both parallel and serial MSK, as well as two new sections on spread spectrum systems. Therefore, the presentation in this last chapter includes digital modulation methods that are currently being investigated for new communication systems designs. Approach and Pedagogical Features Because this textbook is intended for undergraduates, the material is written in as explicit a manner as possible and is clearly and liberally illustrated. Frequent use of example problems (117) and drill problems (133) with answers that, wherever possible, exemplify current practical problems helps to draw the student into an active participation in the learning process. With the example problems worked out in the text, followed by drill problems with answers, this textbook lends itself to self-paced or individualized tutorial instruction. Each chapter ends with a summary section followed by a wide selection of problems so that the instructor can adjust the level considerably by assigning problems appropriate to the level of a specific course. Each of the problems is identified by section number for content; thus students may refer to the appropriate text sections if they encounter difficulties. A major change in this edition is an expanded set of problems for homework assignments at the end of each chapter. The focus of these problems is on analysis, verification, synthesis, extensions, illustrations of practice, and systems design considerations. Because not every problem can incorporate all aspects, there is a wide variety of problems (520 total) in this edition; 60% are new, and nearly 90% are either new or substantially revised from previous editions. It is my hope that these problems will stimulate interest as well as prove very beneficial in understanding the material presented. There are 50 computer problems distributed throughout the book, with the heaviest concentration in Chapter 3 to make use of the DFT and the FFT algorithms. Although programs can be written for many of these problems, they are designed to be run using the engineering software so readily available for personal computers. A unique feature of this third edition is the inclusion of one or two special systems design problems at the end of each chapter. These problems have been taken from practical systems design situations and are intended to not only illustrate the relevance of the material covered but also to give students some concept of what types of problems might arise in engineering work in the area of communication systems. These problems are, by their nature, fairly broad and open-ended; students should learn that in general there is no unique answer but that their work will be judged more on their approach to the problem, taking into account the objectives and using good engineering judgment in the choices made. There is some gradual progression in the level of these problems throughout the book. I recommend that students be encouraged to read the design problems to learn what types of problems some in this area might be working on within just a few years after taking this course. In addition, it is hoped that students will be challenged by such problems and perhaps their interests will be increased in the subject material. Another approach is to have students work in groups on a given design problem, perhaps one of their choosing. In general, there are no unique answers, but some approaches may be better than others, and some may offer better tradeoffs than others. That's what design is all about! Otherwise we are only teaching the mathematics. Audience Basically, the only prerequisites to a course using this textbook are a course in integral calculus and an introductory course in circuit analysis. A course in linear system analysis would be helpful, but it is not essential. Although written primarily for undergraduates in an electrical engineering curriculum, this text could also be used by those in other disciplines, in industry, or in telecommunications practice who are interested in learning, reviewing, and updating their technical background in communication systems. For these groups the chapter arrangements and frequent examples and drill problems make the text appropriate to independent study. Recommended auxiliary reading lists are included in the summary at the end of each chapter. Books in these lists have been carefully selected, and they should be both accessible and readable to undergraduates. They are listed in approximate order of increasing difficulty. References to specific topics are given as footnotes in the text. A majority of the references to periodicals is to the IEEE Communications Magazine, published monthly by the Institute of Electrical and Electronics Engineers and recommended for its excellence in original work, tutorials and survey papers in the area of communication systems. Organization of Text The organization of this textbook is designed to allow maximum flexibility in the choice and presentation of subject matter. If Chapters 2, 3, and 8 constitute review for students, there is sufficient remaining material for a one-semester course. If the material in the early chapters is new to the students, some adjustment may be made by deleting the optional material in each chapter and/or not including the material on probability (Chapter 8). Optional material in each chapter has been designated by a star symbol. Chapter 1 is an introduction to concepts in communication systems and an overview of the book. The Fourier methods of linear systems analysis are reviewed in Chapters 2 and 3, with particular emphasis on what will prove most useful in the succeeding chapters, such as the use of complex notation and interpretations in terms of phasors and spectral representations. These topics are not always brought out in linear systems analysis courses. Material on the numerical computation of Fourier coefficients and the discrete and fast Fourier transforms is widely used for both computational and signal processing applications, and is included as optional material in Chapters 2 and 3. Problems intended to be solved primarily using numerical methods are designed with a prefix check mark in the margin. The material in Chapters 4-7 is an introduction to the principles of communication systems. Chapter 4 covers the topics of correlation, power spectral density and thermal noise. It leads directly into the design of systems based on noise considerations. In fact, one can begin talking about satellite communication systems design considerations already in Chapter 4. Chapters 5-7 cover the topics of amplitude, angle and pulse modulation. This organization of material has been influenced by my teaching this material at the undergraduate level. Students wish to see applications of the mathematical material. To sustain student interest, the more abstract concepts are interspersed with more practical sections that show how the concepts are being used. Thus the presentation begins with an elementary discussion of noise and quickly gets into communication systems, then proceeds through amplitude, angle, and pulse modulation. This avoids having one or two chapters devoted entirely to signal-to-noise calculations - a topic that if prolonged fails to retain student interest at the undergraduate level. The first part of this book does not assume a knowledge of probability theory. Presentation of the basic material without probability helps to keep the emphasis on signal design and modulation. This treatment ends with Chapter 7, and a course taught from a deterministic point of view could end here, or could conclude with some of the material in Chapter 10. For those students for whom the first few chapters are review, there is time in a semester to take up the material in the last three chapters. If students, in addition, have had prior background in probability theory, Chapter 8 can be omitted or used for review. There is ample material in Chapters 9 and 10, in addition to Chapters 4-7, for a one-semester course if the optional sections are covered in each chapter. Chapter 8 is an introduction to the subject of probability and random processes and is presented in such a way that students progress rapidly to the probability-density function and its use in the analysis of communication systems. Chapter 9 builds on this knowledge toward an introduction of such topics as quantization noise and probability of error in baseband transmission. Sections on partial-response signaling, equalization, M-ary signaling, power spectral densities of data waveforms, and coding for reliable communication can be covered if there is time. Chapter 10 is a fairly complete discussion of digital modulation methods, beginning with amplitude-, frequency,- and phase-shift keying and progresses to modern methods of M-ary digital modulation such as quadrature phase-shift keying, minimum-shift keying, and amplitude-phase keying. New sections have been added on spread spectrum systems. The chapter concludes with geometric representations of digital waveforms and an introduction to maximum likelihood detection. After completing Chapter 10 the student will, it is hoped, be interested in taking an advanced course in communication theory that will employ more statistical concepts. The appendixes from the second edition are included in this third edition because instructors found they were useful and readily available references sources. The appendixes on commercial radio and television transmissions have been revised somewhat because of student interest in these topics, and pedagogically, add breadth in background. New sections on stereo television and high definition television have been added. The material in Chapters 4-9 (to Section 9.7), plus the first four sections of Chapter 10 (but omitting starred sections) has been used for a one-semester course at the University of Wisconsin-Madison at the junior/senior level in electrical engineering. Many of the students in this course are not intending to major in communications but take the course for breadth and because it is recommended for such areas as signal processing, photonics, etc. The remaining material in Chapters 9 and 10 is covered in a succeeding course in communications for majors. Another variation might be to summarize some of the material (e.g., the signal-to-noise sections) in Chapters 4-7 so that more attention can be given to the material in Chapters 9 and 10. If all the material in the textbook is covered, there is ample material for a two-quarter sequence. Acknowledgments I am indebted to many for their advice and assistance in this third edition. Suggestions and criticisms by reviewers for Addison-Wesley have been most helpful. In particular, I wish to thank Professor S. Hossein Mousavinezhad, Western Michigan University, for his helpful comments, and suggestions for problems in Chapter 9. The comments and reviews of Professors Joseph L. LoCicero, Illinois Institute of Technology, Sunwon Park, Texas A & I University, and Wesley W. Shelton, Jr., Florida Institute of Technology, were instructive and useful. I express my thanks to Don Fowley and Tom Robbins at Addison-Wesley for their support and encouragement to write this third edition. I appreciate the comments and suggestions made by graduate students that have improved the accuracy and clarity of the text, and for working through some advanced versions of my design problems. Also, I wish to thank Professors W. P. Birkemeier, J.A. Buckew, and B.E.A. Saleh of the University of Wisconsin, and Mr. W.C. Luplow, Executive Director of Electronic Systems R&D, Zenith Electronics Corp., for their comments and suggestions on specific portions of the text changes and additions. The encouragement of Professor J.L. Shohet, Chairman of the Department of Electrical and Computer Engineering, is sincerely appreciated. My appreciation is extended also to those who were so helpful in two previous editions of this textbook. Finally I express my thanks for the constructive feedback and support of my students. Your comments and fresh insights continue to amaze me, and make teaching so enjoyable. Madison, Wisconsin F.G.S. December 1989Solutions to most problems designed as computer problems have been run on a personal computer using the student version of MathCAD (available from the publisher). --This text refers to the Paperback edition. From the Back Cover This text presents a throrough introduction to communication systems, with and emphasis on engineering aspects of signal waveform design and modulation. Its presentation skillfully connects development of mathematical principles to examples from current operating communication systems. Most importantly, explanations and exercises are carefully motivated with practical applications. Features Explanations of practical communication systems presented in the context of theory. Over 300 excellent illustrations help students visualize difficult concepts and demonstrate practical applications. Over 120 worked-out examples promote mastery of new concepts, plus over 130 drill problems with answers extend these principles. A wide variety of problems, all new to this edition -- including realistic applications, computer-based problems, and design problems. Coverage of current topics of interest, such as fiber optics, spread spectrum systems and Integrated Digital Services Networks. --This text refers to the Paperback edition.

《信息洪流中的导航者:连接你我,塑造未来的沟通奥秘》 在一个日益互联的世界里,沟通是维系人际关系、推动社会进步、驱动经济发展的基石。从古老的烽火狼烟到如今的即时信息,人类对有效沟通的探索从未止步。本书将带领读者踏上一段引人入胜的旅程,深入剖析信息如何在时空中传递,以及这一切是如何发生的。我们不再仅仅是被动的信息接收者,而是理解信息传播背后复杂机制的探索者。 第一章:无处不在的连接——沟通的本质与历史回响 本章将首先厘清“沟通”的本质,它远不止于简单的对话,而是信息、思想、情感的传递与交换,是人类社会运作的根本动力。我们将追溯沟通方式的演变,从最早的口头语言、图画,到文字的诞生,再到印刷术的革命,每一次技术的飞跃都极大地拓展了沟通的范围和深度。然后,我们将目光投向近现代,电报、电话的发明如何跨越地理的界限,广播、电视如何将信息传遍千家万户。这些历史的足迹,为理解当今的通信系统奠定了坚实的基础。我们会探讨早期通信面临的挑战,例如信号衰减、干扰和信息丢失,以及先辈们如何巧妙地克服这些困难,逐步构建起现代通信的雏形。这一章将让你深刻体会到,我们今天习以为常的便捷沟通,是无数先辈智慧与努力的结晶。 第二章:信号的语言——模拟与数字的抉择 信息是如何被转化为可以传输的载体?本章将揭示“信号”的奥秘。我们将深入浅出地解释模拟信号与数字信号的区别。模拟信号,如同连绵起伏的山峦,其变化是连续的,能够细腻地反映信息的细微之处,例如传统的声音录制和模拟电视信号。然而,模拟信号容易受到噪声干扰,其精度会随着传输距离的增加而衰减。相比之下,数字信号则像是由一系列离散的“0”和“1”组成的编码,它具有极强的抗干扰能力,传输过程中信息丢失的概率极低,并且易于存储、处理和复用。我们将探讨数模转换(ADC)和模数转换(DAC)的过程,理解如何将现实世界连续变化的模拟信息转化为计算机可识别的数字信息,以及如何将数字信息还原为我们能够感知的模拟形式。这一章节将让你明白,数字化的浪潮并非偶然,而是通信技术发展的必然选择。 第三章:信息在途——传输介质的多彩世界 信号一旦产生,就需要载体将它们输送到目的地。本章将带你走进信息传输的物理世界,探索各种各样的传输介质。我们将首先介绍传统的导线,如铜线电缆,它们曾是电话和早期网络的骨干,并分析其优缺点。接着,我们将目光转向更加高效的光纤通信,理解光信号如何在玻璃纤维中以惊人的速度传播,以及它为何能够承载如此庞大的信息量,这对于现代互联网和长距离通信至关重要。我们还将探讨无线传输,包括无线电波、微波和红外线,它们如何实现设备的无缝连接,从手机通讯到卫星传输,无线通信的应用无处不在。本章还会讨论不同传输介质的带宽、损耗、速度等关键性能指标,以及在实际应用中如何根据需求选择合适的介质。 第四章:编码的智慧——信息的压缩与保护 信息在传输过程中,如何才能更有效率地利用有限的带宽,同时确保信息的准确性?本章将深入探讨“编码”这一神奇的技术。我们将介绍信源编码,它关注的是如何去除信息中的冗余,使其更紧凑,从而提高传输效率。读者将了解到例如霍夫曼编码、算术编码等经典压缩算法的基本原理,并理解它们如何在多媒体压缩(如JPEG、MP3)中发挥关键作用。随后,我们将探讨信道编码,它的核心在于为信息添加冗余,以便在接收端检测甚至纠正传输过程中产生的错误。本书将介绍线性分组码、卷积码等编码方法,并解释它们如何构建起可靠的通信系统,即使在恶劣的信道条件下也能保证信息的完整性。你将体会到,看似简单的“0”和“1”背后,蕴含着精妙的数学逻辑和工程智慧。 第五章:调制的艺术——让信息“飞”起来 如何将信息“附着”在传输介质上,使其能够有效传播?本章将聚焦“调制”这一核心概念。我们将解释调制的原理:通过改变载波(通常是高频电磁波)的某个特性(如幅度、频率或相位),来携带我们想要传输的信息。读者将学习到幅度调制(AM)、频率调制(FM)和相位调制(PM)等基本调制方式,并理解它们的优缺点以及适用场景。随着技术的发展,我们将进一步介绍更高级的调制技术,如正交频分复用(OFDM),它能够在一个信道中传输多个独立的数据流,极大地提高了频谱利用率,是现代无线通信(如Wi-Fi、4G/5G)的关键技术。本章将为你揭示,无线信号之所以能够承载如此丰富的信息,正是因为有这些精妙的调制技术的支撑。 第六章:解码的艺术——从杂乱中提取真知 信息经过调制、传输、接收,在接收端如何将原始信息准确地恢复出来?本章将深入探讨“解码”的过程,它是调制过程的逆向操作,也是信息接收的关键环节。我们将回顾调制章节介绍的各种调制方式,并解释相应的解调技术,例如包络检波、鉴频器、锁相环等。读者将理解如何通过解调器将携带信息的载波分离出来,恢复出原始的信号。更重要的是,我们将讨论在接收端如何利用之前在信道编码阶段添加的冗余来检测和纠正错误,确保信息的准确性。我们将介绍维特比译码等重要的纠错译码算法,并展示它们如何在实际通信系统中发挥作用,保证我们接收到的信息是清晰、准确的。 第七章:网络的力量——连接万物的脉络 单个的通信链路虽然重要,但真正强大的通信能力来自于网络的构建。本章将带你走进“网络”的世界,理解信息是如何在复杂的网络中穿梭。我们将介绍网络的基本拓扑结构,如星型、总线型、环型和网状型,以及它们的性能特点。读者将了解数据包交换和电路交换的区别,理解现代互联网为何主要采用数据包交换的方式。我们将探讨IP地址、MAC地址等网络标识符的作用,以及路由器的基本工作原理,是如何引导数据包在网络中找到最佳路径。本章还会简要介绍TCP/IP协议栈,它是互联网的基石,并解释其各层的功能。你将明白,我们现在所依赖的全球互联网络,是通过无数节点和连接协同工作的结果。 第八章:杂音的克星——噪声与干扰的对抗 在信息的传输过程中,总会有各种各样的“杂音”试图破坏信息的完整性。本章将专门探讨“噪声”和“干扰”这两个信息传输中的主要敌人,以及我们如何与之对抗。我们将分析不同类型的噪声,例如热噪声、散粒噪声等,以及它们是如何影响信号的。我们还将讨论外部干扰,如电磁干扰、串扰等。读者将理解信噪比(SNR)这一关键指标的意义,以及它如何衡量信号的质量。更重要的是,我们将回顾和深化之前章节中介绍的编码技术(信道编码)和调制解调技术,以及它们在抑制噪声和干扰方面的作用。本章将让你认识到,通信系统的设计者们是如何与这些“敌人”进行不懈的斗争,以保证信息的可靠传输。 第九章:信息之海的守护者——安全与隐私 随着通信的普及,信息安全与隐私保护也变得越来越重要。本章将探讨信息在传输和存储过程中的安全问题。我们将介绍加密技术的基本原理,包括对称加密和非对称加密,以及它们如何在通信系统中用于保护信息的机密性。读者将了解数字签名如何保证信息的完整性和不可否认性。我们还会讨论一些常见的网络安全威胁,如窃听、欺骗和拒绝服务攻击,并探讨相应的防御措施。本章将强调,在一个信息爆炸的时代,如何确保我们的沟通不被滥用,如何保护个人和机构的敏感信息,是我们每个人都需要关注的重要课题。 第十章:展望未来——沟通的无限可能 在本书的最后,我们将放眼未来,畅想通信技术将如何继续发展,塑造我们未来的生活。我们将探讨5G、6G等下一代通信技术的发展趋势,它们将带来怎样的速度提升、连接密度增加以及全新的应用场景,例如物联网(IoT)的全面爆发、虚拟现实(VR)和增强现实(AR)的深度融合。我们还会讨论人工智能(AI)在通信领域的应用,例如智能路由、自适应调制以及更高效的信号处理。此外,我们将触及一些前沿的研究方向,如量子通信的潜力,它可能彻底改变信息安全的格局。本章将激发读者对未来通信的想象,认识到沟通技术的进步将持续深刻地改变我们的世界。 本书旨在为读者提供一个全面而深入的沟通系统入门知识体系。通过循序渐进的讲解和清晰的逻辑梳理,即使是没有相关背景的读者,也能逐步理解信息在现代世界中是如何流动、如何被塑造、如何被保护的。我们希望这本书能激发您对沟通技术的好奇心,让您成为信息洪流中更加敏锐和智慧的导航者。

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这本《信息论基础》简直是为那些想彻底搞懂信息如何在数字世界中传输和处理的工程师和学者量身定做的教科书。作者在开篇部分就以极其严谨的数学框架,清晰地阐述了香农的几个核心概念,比如熵、互信息和信源编码定理。我特别欣赏它对离散信源编码(如霍夫曼编码和算术编码)的深入剖析,没有停留在表面的算法描述,而是结合了概率论的视角,让你明白为什么这些编码方式能够逼近熵的极限。阅读过程中,我时常停下来,仔细推敲那些关于信道容量的证明,特别是对高斯信道的分析,那种从基础原理推导到实际极限的逻辑链条,让人感到非常踏实。虽然初看起来公式可能会让人望而生畏,但作者的讲解笔触非常细腻,每一步的数学推导都像是耐心的引导,确保你不会在复杂的数学推导中迷失方向。这本书的价值不仅仅在于教会你如何进行数据压缩或纠错,更在于培养一种“信息视角”去看待所有工程问题,理解我们能够达到的理论极限在哪里,这对于设计任何通信或存储系统都是至关重要的基石。对我而言,它更像是一部理论宝典,需要反复研读才能体会其精髓。

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我最近拜读的这本《高级网络协议与架构》读起来,与其说是在学习,不如说是在进行一场深入的“技术考古”。它没有把重点放在当下的热门应用层协议上,而是将笔墨大量地投入到TCP/IP协议栈的早期设计哲学和演进历史中去。作者对分层模型的解读非常到位,他追溯了从早期的NCP到TCP/IP的转变,并对IP协议的设计决策进行了深刻的反思,比如IP为什么选择无连接设计,以及这种设计如何在后来的拥塞控制机制中体现其灵活性和局限性。特别是关于路由算法那一块,书中对距离矢量协议(RIP)和链路状态协议(OSPF)的原理讲解,结合了实际的拓扑结构图进行模拟,让你清晰地看到网络信息如何在不同机制下收敛和扩散。这本书的语言风格非常富有洞察力,它不是简单地描述协议字段和流程,而是深入剖析了设计者在面对资源有限和网络不确定性时的权衡取舍。对于那些希望超越仅仅配置路由器的层次,真正理解网络底层逻辑和未来演进方向的人来说,这本书提供了必要的历史纵深感。

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读完这本《现代机器学习中的优化方法》,我感觉自己对深度学习模型的训练过程有了全新的认识,这本书简直就是一本将优化理论和实践完美融合的指南。它没有像许多入门书籍那样,只是简单地提及梯度下降,而是将优化的核心思想——收敛性、稳定性、计算效率——作为贯穿始终的主线。作者极其详尽地介绍了经典的一阶优化器,如动量法、Adagrad、RMSprop,并清晰地指出了它们在面对非凸、非光滑目标函数时的具体行为表现。更让我受益匪浅的是,书中用大量的篇幅探讨了二阶优化方法的局限性以及牛顿法、拟牛顿法在处理大规模模型时的替代方案,例如L-BFGS的原理。书中还专门辟出一章讨论了批标准化(Batch Normalization)和层标准化(Layer Normalization)背后的优化视角,揭示了它们如何通过正则化和梯度修正来加速训练。这本书的深度和广度都令人印象深刻,它要求读者具备一定的数学基础,但回报是能真正理解为什么某些模型能训练成功,而另一些却陷入震荡或发散的泥潭,是对“黑箱训练”的一次彻底揭秘。

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这本汗牛充 বুকে的《数字信号处理——原理与实现》绝对是信号处理领域的一部里程碑式的作品,它以一种近乎百科全书式的详尽程度,梳理了数字滤波、谱分析到快速傅里叶变换(FFT)的所有核心技术。与其他偏重理论推导的书籍不同,这本书的侧重点在于“实现”二字,大量的章节都穿插了定点和浮点运算的考量,以及如何将理论算法映射到实际的硬件架构中去。例如,在讲解IIR滤波器设计时,它不仅详细对比了巴特沃斯、切比雪夫以及椭圆滤波器的特性,更重要的是,它提供了将模拟原型转换为双线性变换离散系统的完整步骤,并讨论了量化误差对系统稳定性的影响。此外,书中对FFT算法的讲解细致入微,从蝶形运算单元到不同类型的分解(如基2、混合基)的效率比较,都做了深入的比较分析。对于工程人员来说,这种理论与实践紧密结合的叙事方式,无疑是最高效的学习路径,让人在掌握“是什么”的同时,也明白“怎么做”以及“为什么这样做”。

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我最近翻阅的这本关于《电磁波传播与天线设计》的书籍,给我带来的震撼是全方位的,它几乎覆盖了从宏观到微观,从理论到实践的每一个关键环节。作者似乎对电磁场理论有着极其深刻的理解,他并没有仅仅停留在麦克斯韦方程组的表面应用,而是巧妙地将傅立叶分析、矢量微积分这些高级数学工具,无缝地融入到波的传播路径分析中去。尤其在讨论多径效应和衰落模型时,书中提供了大量实际的城市和室内环境数据拟合曲线,这让原本抽象的电磁理论立刻变得鲜活起来,能清晰地看到无线信道是如何被建筑物、天气等因素扭曲的。我尤其喜欢它对阵列天线合成孔径和波束赋形(Beamforming)那一章节的讲解,那种结合了相控阵理论和信号处理的综合论述,非常适合当前5G和未来通信领域的需求。读完后,你对“看不见”的无线信号的理解会提升一个维度,不再是简单的“发射”和“接收”,而是对波前精确塑形和路径损失的精细控制。这本书的图示质量也极高,很多复杂的电磁场分布图,用三维渲染的方式展示出来,极大地帮助了空间想象力的构建。

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