论文标题

数据包压缩传感成像(PCSI):噪声通道上的强大图像传输

Packet Compressed Sensing Imaging (PCSI): Robust Image Transmission over Noisy Channels

论文作者

Howard, Scott, Barthelmes, Grant, Ravasio, Cara, Huang, Lisa, Poag, Benjamin, Mannam, Varun

论文摘要

数据包压缩传感成像(PCSI)是数字未连接的图像传输方法,可抵御数据包丢失。目的是开发一种可靠的图像传输方法,该方法在计算上很容易发射(例如,与低功率8位微控制器兼容),并且非常适合可能会丢失数据包的弱信号环境。在其他图像传输技术中,噪声和数据包丢失导致图像的一部分被扭曲或缺失。在PCSI中,每个数据包都包含整个图像中的随机像素信息,并且收到的每个附加数据包(按任何顺序)都可以增强图像质量。令人满意的SSTV分辨率(320x240像素)图像可以在〜1-2分钟内收到1200 Baud Afsk的传输,该图像与模拟SSTV传输时间相当。图像传输和接收可以同时在计算机上发生,并且可以同时从多个电台接收多个图像 - 允许创建“图像网”。本文为Windows,Mac和Linux提供了一个简单的计算机应用程序,该应用程序在任何频段和数字模式上兼容的硬件或软件调制解调器上实现PCSI传输和接收。

Packet Compressed Sensing Imaging (PCSI) is digital unconnected image transmission method resilient to packet loss. The goal is to develop a robust image transmission method that is computationally trivial to transmit (e.g., compatible with low-power 8-bit microcontrollers) and well suited for weak signal environments where packets are likely to be lost. In other image transmission techniques, noise and packet loss leads to parts of the image being distorted or missing. In PCSI, every packet contains random pixel information from the entire image, and each additional packet received (in any order) simply enhances image quality. Satisfactory SSTV resolution (320x240 pixel) images can be received in ~1-2 minutes when transmitted at 1200 baud AFSK, which is on par with analog SSTV transmission time. Image transmission and reception can occur simultaneously on a computer, and multiple images can be received from multiple stations simultaneously - allowing for the creation of "image nets." This paper presents a simple computer application for Windows, Mac, and Linux that implements PCSI transmission and reception on any KISS compatible hardware or software modem on any band and digital mode.

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