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2022-03-06
摘要翻译:
为了在纳米尺度上进行通信,研究人员提出了分子通信作为一种节能的解决方案。这种解决方案的缺点是,在接收端构成分子信号的分子击中次数直方图有一个很大的尾部。减小符号间干扰(ISI)这一重尾的影响一直是大多数先前研究的重点。提出了一种在面向发射机节点的球形接收机表面上定义计数区域来降低码间干扰的新方法。有益的影响来自这样一个事实,即从接收器后叶接收的分子更有可能通过更长的路径来促进ISI。为了证明这一观点,导出了到达分子随角度和时间的联合分布。利用该分布,对所提出的系统即部分计数吸收球形接收机的信道模型函数进行了近似。在验证信道模型功能的基础上,研究了分子信号的特性,并提出了改进的性能。并且,解析地找到了以误码率为指标的最优计数区域。
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英文标题:
《Molecular Signal Modeling of a Partially Counting Absorbing Spherical
  Receiver》
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作者:
Bayram Cevdet Akdeniz, Nafi Ahmet Turgut, H. Birkan Yilmaz,
  Chan-Byoung Chae, Tuna Tugcu, and Ali Emre Pusane
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最新提交年份:
2017
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分类信息:

一级分类:Computer Science        计算机科学
二级分类:Emerging Technologies        新兴技术
分类描述:Covers approaches to information processing (computing, communication, sensing) and bio-chemical analysis based on alternatives to silicon CMOS-based technologies, such as nanoscale electronic, photonic, spin-based, superconducting, mechanical, bio-chemical and quantum technologies (this list is not exclusive). Topics of interest include (1) building blocks for emerging technologies, their scalability and adoption in larger systems, including integration with traditional technologies, (2) modeling, design and optimization of novel devices and systems, (3) models of computation, algorithm design and programming for emerging technologies.
涵盖基于硅CMOS技术替代品的信息处理(计算、通信、传感)和生物化学分析方法,如纳米级电子、光子、自旋、超导、机械、生物化学和量子技术(此列表不是唯一的)。感兴趣的主题包括:(1)新兴技术的构建块、其可伸缩性和在大型系统中的采用,包括与传统技术的集成;(2)新型设备和系统的建模、设计和优化;(3)新兴技术的计算模型、算法设计和编程。
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一级分类:Electrical Engineering and Systems Science        电气工程与系统科学
二级分类:Signal Processing        信号处理
分类描述:Theory, algorithms, performance analysis and applications of signal and data analysis, including physical modeling, processing, detection and parameter estimation, learning, mining, retrieval, and information extraction. The term "signal" includes speech, audio, sonar, radar, geophysical, physiological, (bio-) medical, image, video, and multimodal natural and man-made signals, including communication signals and data. Topics of interest include: statistical signal processing, spectral estimation and system identification; filter design, adaptive filtering / stochastic learning; (compressive) sampling, sensing, and transform-domain methods including fast algorithms; signal processing for machine learning and machine learning for signal processing applications; in-network and graph signal processing; convex and nonconvex optimization methods for signal processing applications; radar, sonar, and sensor array beamforming and direction finding; communications signal processing; low power, multi-core and system-on-chip signal processing; sensing, communication, analysis and optimization for cyber-physical systems such as power grids and the Internet of Things.
信号和数据分析的理论、算法、性能分析和应用,包括物理建模、处理、检测和参数估计、学习、挖掘、检索和信息提取。“信号”一词包括语音、音频、声纳、雷达、地球物理、生理、(生物)医学、图像、视频和多模态自然和人为信号,包括通信信号和数据。感兴趣的主题包括:统计信号处理、谱估计和系统辨识;滤波器设计;自适应滤波/随机学习;(压缩)采样、传感和变换域方法,包括快速算法;用于机器学习的信号处理和用于信号处理应用的机器学习;网络与图形信号处理;信号处理中的凸和非凸优化方法;雷达、声纳和传感器阵列波束形成和测向;通信信号处理;低功耗、多核、片上系统信号处理;信息物理系统的传感、通信、分析和优化,如电网和物联网。
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英文摘要:
  To communicate at the nanoscale, researchers have proposed molecular communication as an energy-efficient solution. The drawback to this solution is that the histogram of the molecules' hitting times, which constitute the molecular signal at the receiver, has a heavy tail. Reducing the effects of this heavy tail, inter-symbol interference (ISI), has been the focus of most prior research. In this paper, a novel way of decreasing the ISI by defining a counting region on the spherical receiver's surface facing towards the transmitter node is proposed. The beneficial effect comes from the fact that the molecules received from the back lobe of the receiver are more likely to be coming through longer paths that contribute to ISI. In order to justify this idea, the joint distribution of the arrival molecules with respect to angle and time is derived. Using this distribution, the channel model function is approximated for the proposed system, i.e., the partially counting absorbing spherical receiver. After validating the channel model function, the characteristics of the molecular signal are investigated and improved performance is presented. Moreover, the optimal counting region in terms of bit error rate is found analytically.
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PDF链接:
https://arxiv.org/pdf/1712.07435
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