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Analog joint source channel coding for optical communications and image transmission.

机译:用于光通信和图像传输的模拟联合源通道编码。

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摘要

An analog joint source channel coding (JSCC) system is developed for wireless optical communications. Source symbols are mapped directly onto channel symbols using space filling curves and then a non-linear stretching function is used to reduce distortion. Different from digital systems, the proposed scheme does not require long block lengths to achieve good performance reducing the complexity of the decoder signficantly. This work focuses on intensity-modulated direct-detection (IM/DD) optical wireless systems. First, a theoretical analysis of the IM/DD wireless optical channel is presented and the prototype communication system designed to transmit data using analog JSCC is introduced. The nonlinearities of the real channel are studied and characterized. A novel technique to mitigate the channel nonlinearities is presented. The performance of the real system follows the simulations and closely approximates the theoretical limits. The proposed system is then used for image transmission by first taking samples of a set of images using compressive sensing and then encoding the measurements using analog JSCC. Both simulation and experimental results are shown.
机译:开发了用于无线光通信的模拟联合源信道编码(JSCC)系统。使用空间填充曲线将源符号直接映射到通道符号上,然后使用非线性拉伸函数来减少失真。与数字系统不同,所提出的方案不需要长的块长度来获得良好的性能,从而显着降低了解码器的复杂性。这项工作集中在强度调制直接检测(IM / DD)光学无线系统上。首先,对IM / DD无线光信道进行了理论分析,并介绍了设计用于使用模拟JSCC传输数据的原型通信系统。研究和表征了真实通道的非线性。提出了一种减轻通道非线性的新技术。实际系统的性能遵循仿真并接近理论极限。然后,通过首先使用压缩感测获取一组图像的样本,然后使用模拟JSCC对测量值进行编码,将建议的系统用于图像传输。显示了仿真结果和实验结果。

著录项

  • 作者

    Matiz Romero, Sergio.;

  • 作者单位

    University of Delaware.;

  • 授予单位 University of Delaware.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 M.S.
  • 年度 2014
  • 页码 42 p.
  • 总页数 42
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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