高光谱图像压缩感知投影与复合正则重构

压缩感知理论提供了一种新的数据获取和压缩思路,能有效地把计算负担从编码端转移到解码端。高光谱数据具备数据稀疏性、空间相关性和谱间相关性,结合这3类先验知识,提出了一种基于复合正则化的高光谱图像压缩感知投影与重构方法。该方法的编码端只需要一个简单的投影操作;在重构算法实现中,基于变量分裂的思想,把具备多个正则项的优化问题转化成多个简单的优化问题,并用迭代方式求解。实验结果表明,本文算法在高光谱图像重构上能获得更高的峰值信噪比和更好的重构效果。该方法具备极低的编码复杂度,适用于资源受限的机载和星载高光谱成像平台。     

一种高光谱图像的双压缩感知模型

高光谱图像因其海量数据性,给存储、传输及后续分析处理带来了挑战。压缩感知理论提供了一种全新的信号采集框架。针对高光谱数据的三维特性,提出一种双压缩感知的采样与重构模型。该模型在采样阶段兼顾高光谱数据的空间和谱间稀疏特性,构造了能同时实现空间和谱间压缩采样的感知矩阵;重构阶段不同于传统的压缩感知重构方法直接重构高光谱数据,而是将高光谱数据分离成端元和丰度分别进行重构,然后利用重构的端元和丰度信息合成高光谱数据。实验结果表明,所提双压缩感知在低采样率下重构精度较三维压缩采样提高了10 dB以上,更为显著的是运算速度提升了3个数量级,同时该方法还便于获得端元和丰度信息。     

Tracking and data acquisition for space exploration

The tracking and data acquisition systems provide the key link between the remote spacecraft and the scientific experimenter on the ground. The operation of the space experiment takes place through the links of command, telemetry and tracking. The evolution from the early very simple spacecraft missions toward more complex and sophisticated missions has been paralleled by a similar evolution in the tracking and data acquisition systems. The early Minitrack interferometer tracking system still carries the major tracking workload for space missions; however greater tracking accuracy requirements for more recent missions, such as the Orbiting Geophysical Observatory and the Apollo mission, have brought about the development of unified tracking and data acquisition systems which utilize hybrid pseudo-random code/sidetone ranging techniques. The data acquisition has evolved from analog telemetry systems to the present day heavy use of PCM digital telemetry. Likewise the command systems have evolved from early simple on/off command systems into PCM digital command data systems. The trend is toward greater real time control of more complex functions on board the spacecraft. Newer spacecraft are incorporating computer-type systems in the spacecraft which require programming and memory load through the ground command link. The most attractive concept for the next generation network for tracking and data acquisition is a network consisting of synchronous-orbit Tracking and Data Relay Satellites for covering launches and low-orbit earth satellites plus a few selected ground stations for supporting spacecraft in high earth orbit and lunar orbit.     

Spectral-spatial target detection based on data field modeling for hyperspectral data

Target detection is always an important application in hyperspectral image processing field. In this paper, a spectral-spatial target detection algorithm for hyperspectral data is proposed. The spatial feature and spectral feature were unified based on the data filed theory and extracted by weighted manifold embedding. The novelties of the proposed method lie in two aspects. One is the way in which the spatial features and spectral features were fused as a new feature based on the data field theory, and the other is that local information was introduced to describe the decision boundary and explore the discriminative features for target detection. The extracted features based on data field modeling and manifold embedding techniques were considered for a target detection task. Three standard hyperspectral datasets were considered in the analysis. The effectiveness of the proposed target detection algorithm based on data field theory was proved by the higher detection rates with lower False Alarm Rates (FARs) with respect to those achieved by conventional hyperspectral target detectors.     

一种基于预测和变换混合设计的超光谱图像压缩方法

提出了一种新的超光谱图像压缩方法。该方法针对三维小波压缩编码方法对专有数据的特殊属性利用效率较低的缺陷,设计了一种应用于超光谱图像的预测编码和变换编码相混合的实现方案。首先,由超光谱图像的高谱间相关性,推导出图像各波段间的一般表达式。然后,根据这一表达式建立了超光谱图像的波段预测方式。该预测方式以波段为单位,参考波段采用小波变换编码技术进行压缩。为了提高预测的精度,参考波段选择器和波段预测器分别基于超光谱图像的数学统计规律和各波段直方图形状相似的特性进行设计。最后,将预测偏差值通过三维小波编码技术进行压缩。实验结果表明,本文设计的方法与目前先进的超光谱压缩技术相比能够提供具有竞争力的性能提升,且具有良好的兼容性、灵活性和渐进传输能力。     

国内常用分散式数据采集器的性能介绍

介绍了三种数据采集器，并对其性能进行比较。     

航空发动机三冗余数字控制器软件设计

所设计的控制器由3个完全相同的控制通道构成,每个控制通道的硬件系统由2片TI公司的TMS320F2812DSP及其外围电路组成,其中的1片主要用于控制律计算、控制量输出,同时兼顾部分数据采集,另1片用于余度数据管理、数据采集以及部分控制量输出;软件系统是在TI公司的集成开发环境CCS2.1平台上用C 代码编写的。2套DSP软件程序由时序逻辑及任务调度、数据采集、通信、余度数据管理、控制律计算、结果输出和过程数据保存等模块,经优化组合而成。该系统较单冗余和双冗余系统具有更高的可靠性。     

Near lossless data compression onboard a hyperspectral satellite

To deal with the large volume of data produced by hyperspectral sensors, the Canadian Space Agency (CSA) has developed and patented two near lossless data compression algorithms for use onboard a hyperspectral satellite: successive approximation multi-stage vector quantization (SAMVQ) and hierarchical self-organizing cluster vector quantization (HSOCVQ). This paper describes the two compression algorithms and demonstrates their near lossless feature. The compression error introduced by the two compression algorithms was compared with the intrinsic noise of the original data that is caused by the instrument noise and other noise sources such as calibration and atmospheric correction errors. The experimental results showed that the compression error was not larger than the intrinsic noise of the original data when a test data set was compressed at a compression ratio of 20:1. The overall noise in the reconstructed data that contains both the intrinsic noise and the compression error is even smaller than the intrinsic noise when the data is compressed using SAMVQ. A multi-disciplinary user acceptability study has been carried out in order to evaluate the impact of the two compression algorithms on hyperspectral data applications. This paper briefly summarizes the evaluation results of the user acceptability study. A prototype hardware compressor that implements the two compression algorithms has been built using field programmable gate arrays (FPGAs) and benchmarked. The compression ratio and fidelity achieved by the hardware compressor are similar to those obtained by software simulation     

The White Sands Range and Range-Rate System

This paper discusses the concept, design, and design verification of the White Sands Range and Range-Rate System. Development of the system has been completed only through the design phase. The system is designed to meet requirements for high-accuracy midcourse tracking under severe target dynamics at the White Sands Missile Range. It is a multistatic Doppler and range tracker which operates at X band and incorporates transmitter, transponder, receiver, and baseline subsystems. The transmitter includes specially designed digital circuitry to synthesize test signals for target simulation during checkout of the system. The transponder signal is processed by a receiver which has been established theoretically to be the optimum realizable processor of continuous tracking data. The receiver incorporates specially designed carrier acquisition circuitry and digital VCO, and directly provides digital Doppler and tone phase data to facilitate real-time processing. The system utilizes data from other tracking systems at the Range for spatial acquisition, for aiding carrier acquisition in the receiver, and for resolving range ambiguities.     

Space and Maritime Strategy

A globally deployed Navy requires and uses space systems and services. Specific mission support areas of communications, navigation, environmental data, and surveillance are discussed in terms of requirements and program developments. Navy role in pioneering space systems combined with threat assessment validates Navy position of space system acquisition and operation in the future.     

一种新型的分布式数据采集器(一)

介绍了一种新型的分布式智能数据采集系统──ALPHA900系列数据采集器。该采集器由中国航空工业总公司第三0四研究所与英国ADAS公司联合设计研制。它集中了90年代采集器的优点，如可变字长、可编程智能前端、带温度补偿的连接器、可脱机工作等，并为突出各自功能形成系列。该采集器已成功地投入了工业生产，并且应用于工业过程监测、条件监测或加工监测。该系统使用价格低廉的RS485网络，各种型号模块提供了精确的温度、压力、应变及数字事件和频率等数据的测量及控制，并有相当突出的性能价格比。     

基于嵌入式GPU的三天线GNSS基带信号处理加速技术

GNSS软件接收机因其可移植性及灵活性等优点,持续受到业内关注。但传统的软件接收机存在计算量大、耗时长的捕获和跟踪基带信号处理过程,使得软件接收机往往跟踪通道较少,且难以在嵌入式系统上运行。利用嵌入式图形处理器(GPU)的高浮点性能和并行运算能力,对GNSS软件接收机中耗时长且并行性明显的模块进行加速,实现采用CUDA流的数据读取,以及多采样点并行的捕获和多采样点、多卫星并行的跟踪。采用嵌入式GPU进行加速后,可将数据读取速度提高3.43倍,卫星搜捕速度提高16.83倍,卫星跟踪速度提高11.28倍。实验结果表明,在嵌入式Jetson TX2平台上可以支持超过90个62MHz采样的GNSS卫星信号处理。研制了三天线GNSS信号的定位和测姿接收机,为未来小型嵌入式PNT系统的研制提供新思路。     

基于子空间投影的未知背景航拍高光谱图像恒虚警目标检测

针对航拍高光谱图像中未知背景地物特征条件下小目标的检测问题,给出一种检测算法。利用目标的低概率特性,通过模糊聚类获取高光谱图像中背景的光谱特性;然后将高光谱数据向背景光谱信号的正交子空间及目标信号子空间投影以抑制背景和噪声信号;最后在特征层利用广义似然比检验构造出具有恒虚警特性的检测器,完成融合检测过程。理论分析和实验结果表明了算法的有效性。     

High-performance payload data handling system for Gaia

Gaia is the most ambitious space astrometry mission currently envisaged and is a technological challenge in all its aspects. We describe a proposal for the payload data handling system of Gaia, as an example of a high-performance, real-time, concurrent, and pipelined data system. This proposal includes the front-end systems for the instrumentation, the data acquisition and management modules, the star data processing modules, and the payload data handling unit. We also review other payload and service module elements and we illustrate a data flux proposal.     

基于云平台的飞行试验数据中心架构设计

近年高密度航天发射任务和不断提升的数据采集处理能力使得试验数据规模呈几何级数增长,但目前采用的传统试验数据存储管理和应用服务手段已难以适应任务发展的形势要求.针对航天任务参试系统多、地域跨度广、试验数据采集源多、规模增长迅速、业务应用复杂及用户多样等特征需求,采用云存储和云计算技术,提出了一种基于云平台的分布式数据中心架构,论述了基于两级数据中心的应用服务模式,实现了两级数据中心的整体设计,支持全系统计算资源、存储资源、网络资源和业务资源的统一调度管理,支持计算节点、存储节点和网络节点的动态扩展,能够较好地满足海量飞行试验数据的长期存储管理和高效应用服务需求.     

军用飞机DSI数据采集系统的设计

由于军用飞机航空电子动态仿真与综合(DSI)系统所使用的固定采集周期的数据采集方法限定了采集速度,同时还影响到数据实时采集性能,针对该问题本文提出军用飞机DSI数据采集系统的设计方案.该方案的硬件结构基于MAX1308型AD转换器、DIO-144型采集卡,并设计了接口关系.系统的软件采用事件确认收发应答机制,并能确保在...     

Design and implementation of near-field, wideband synthetic aperture beamformers

A coarray-based near-field, wideband synthetic aperture beamformer using stepped-frequency signal synthesis and post-data acquisition processing is presented. While coarray techniques offer significant reduction in the number of array elements for a given angular resolution, the hybrid subarray-stepped frequency realization of wideband systems simplifies implementations and offers flexibility in beamforming. Proof of concept is provided using real data collected in an anechoic chamber for several pulse shapes and array weightings.     

Multi-channel data compression

With the development of space telemetry technology, it has brought forward higher requests for large capacity memory of hard recovered solid-state recorders. Therefore, data compression becomes more important. The compression feasibility and potentiality of telemetry data are examined by analyzing the statistical characteristics of actual telemetry data recovered from the recorder. Aiming at the disadvantages of present data format In data compression for multi-channel telemetry data acquisition systems, we introduce data packet structure and a real-time compression algorithm for low complex hardware design put forward accordingly. The principles and implementation of data package compression are described. Simulation results show that this technology can meet the requirements of multi-channel real-time data compression with high compression ratio and fast compression speed, which possesses great application values.     

Multi-channel data structure and real-time compression algorithm research

The development of space telemetry technology has brought forward the need for large capacity memory of any solid-state recorder; data compression therefore, becomes more and more important. The compression feasibility and potentiality of telemetry data are examined by analyzing the statistical characteristics of actual telemetry data recovered from recorders. Aiming at the disadvantage of present data formats in data compression for multi-channel telemetry data acquisition systems, this introduces a data packet structure, and a real-time compression algorithm for low complex hardware design. The principles and implementations of data package compression are described. Simulation results show that this technology can meet the requirements of multi-channel real-time data compression with a high compression ratio and a fast compression speed, which possesses great application value.