Algorithms for steganography are methods of hiding data transfers in media files.Several machine learning architectures have been presented recently to improve stego image identification performance by using spatial i...Algorithms for steganography are methods of hiding data transfers in media files.Several machine learning architectures have been presented recently to improve stego image identification performance by using spatial information,and these methods have made it feasible to handle a wide range of problems associated with image analysis.Images with little information or low payload are used by information embedding methods,but the goal of all contemporary research is to employ high-payload images for classification.To address the need for both low-and high-payload images,this work provides a machine-learning approach to steganography image classification that uses Curvelet transformation to efficiently extract characteristics from both type of images.Support Vector Machine(SVM),a commonplace classification technique,has been employed to determine whether the image is a stego or cover.The Wavelet Obtained Weights(WOW),Spatial Universal Wavelet Relative Distortion(S-UNIWARD),Highly Undetectable Steganography(HUGO),and Minimizing the Power of Optimal Detector(MiPOD)steganography techniques are used in a variety of experimental scenarios to evaluate the performance of the proposedmethod.Using WOW at several payloads,the proposed approach proves its classification accuracy of 98.60%.It exhibits its superiority over SOTA methods.展开更多
雷达被广泛地应用于汽车防撞领域.该文设计了一种基于Zynq平台的汽车雷达防撞数据采集系统,将雷达中频模拟信号进行信号调理,AD(Analog to Digital Converter)采样控制模块控制采样,经AD转换后的数据送入Zynq的PL(Programmable Logic)...雷达被广泛地应用于汽车防撞领域.该文设计了一种基于Zynq平台的汽车雷达防撞数据采集系统,将雷达中频模拟信号进行信号调理,AD(Analog to Digital Converter)采样控制模块控制采样,经AD转换后的数据送入Zynq的PL(Programmable Logic)部分进行处理,缓存到DDR(Double Data Rate),并利用AXI(Advanced Extensible Interface)总线实现DDR数据接口及PL,PS(Processing System)通讯接口设计,并且对PS部分进行FFT运算.实验结果表明该系统工作稳定,转换速率快,有效提高了汽车防撞测距测速功能.展开更多
This paper proposes an approach to extract the mode shapes of beam-like structures from the dynamic response of a moving mass. When a mass passes through a beam containing several artificially installed humps, its ver...This paper proposes an approach to extract the mode shapes of beam-like structures from the dynamic response of a moving mass. When a mass passes through a beam containing several artificially installed humps, its vertical acceleration can be recorded. After applying fast Fourier transformation to the dynamic response, one can extract the mode shapes of the beam. The surface roughness was neglected compared to the humps and its adverse effect on the extraction was reduced. The passing mass performs as both “exciter” and “massage receiver”;therefore, this method requires only one single accelerometer, making it more convenient and time saving in practice. Moreover, to estimate the possible error in extracting mode shapes, a wavenumber domain filtering technique is used to reconstruct the general profiles of mode shapes. Experimental validation of this approach in laboratory scale was conducted. The experimental results show that the proposed method performs well in extracting lower order mode shapes. It should also be noted that the passing mass can not have a very high velocity (e.g. 80 mm/s), otherwise the mass may jump and separate from the beam, and the proposed method may fail to identify mode shapes.展开更多
The AhDREB1 gene, cloned from Atriplex hortensis L., was transferred into black locust （Robiniapseudoacacia L.） by an Agrobacterium-mediated transformation. The results suggest that stems of black locust sub-culture...The AhDREB1 gene, cloned from Atriplex hortensis L., was transferred into black locust （Robiniapseudoacacia L.） by an Agrobacterium-mediated transformation. The results suggest that stems of black locust sub-cultured in vitro for 20 d are suitable for genetic transformation. The optimum concentrations of kanamycin and cefotaxime were 30 and 150 mg.L-1, respectively. Important factors affecting the transformation efficiency were studied by means of a L9（3^4） orthogonal design. An effective system for genetic transformation in black locust was developed as follows： the stems were pre-cultured for 2 d, immersed in the Agrobacterium solution （OD600 = 0.7） with 10 mg·L^-1 acetosyringone for 21 min and then co-cultured for 2 d. The selection pressures, changing from low to high, could improve transformation efficiency. The transgenic plants were identified by a PCR method. The PCR results indicated that the AhDREB1 gene had been integrated into the genome of black locust and two lines of the transgenic plants were obtained.展开更多
Wind plays an important role in hydrodynamic processes such as the expansion of Changjiang （Yangtze） River Diluted Water （CDW）, and shelf circulation in the Changjiang estuary. Thus, it is essential to include win...Wind plays an important role in hydrodynamic processes such as the expansion of Changjiang （Yangtze） River Diluted Water （CDW）, and shelf circulation in the Changjiang estuary. Thus, it is essential to include wind in the numerical simulation of these phenomena. Synthetic aperture radar （SAR） with high resolution and wide spatial coverage is valuable for measuring spatially inhomogeneous ocean surface wind fields. We have collected 87 ERS-2 SAR images with wind-induced streaks that cover the Cbangjiang coastal area, to verify and improve the validity of wind direction retrieval using the 2D fast Fourier transform method. We then used these wind directions as inputs to derive SAR wind speeds using the C-band model. To demonstrate the applicability of the algorithms, we validated the SAR-retrieved wind fields using QuikSCAT measurements and the atmospheric Weather Research Forecasting model. In general, we found good agreement between the datasets, indicating the reliability and applicability of SAR- retrieved algorithms under different atmospheric conditions. We investigated the main error sources of this process, and conducted sensitivity analyses to estimate the wind speed errors caused by the effect of speckle, uncertainties in wind direction, and inaccuracies in the normalized radar cross section. Finally, we used the SAR-retrieved wind fields to simulate the salinity distribution off the Changjiang estuary. The findings of this study will be valuable for wind resource assessment and the development of future numerical ocean models based on SAR images.展开更多
高占比新能源渗透率不断提高,电网传统惯量逐步下降,经受大、小扰动系统调频变化率增大,调频特性控制难度加剧。快速调频响应FFR(Fast Frequency Response)为一次调频响应争取时间,为低惯量系统在一次调频响应前不达到系统低周减载的限...高占比新能源渗透率不断提高,电网传统惯量逐步下降,经受大、小扰动系统调频变化率增大,调频特性控制难度加剧。快速调频响应FFR(Fast Frequency Response)为一次调频响应争取时间,为低惯量系统在一次调频响应前不达到系统低周减载的限值提供了新方式。从典型FFR改造、技术路线和对比等方面总结了FFR改造开展现状,并提供典型改造方案。展开更多
A base function expressed with Chebyshev polynomials is reached. The relationship between the coefficients of the partial differential equation and the base function is deduced. Using the relationship, one can obtain ...A base function expressed with Chebyshev polynomials is reached. The relationship between the coefficients of the partial differential equation and the base function is deduced. Using the relationship, one can obtain nearly the same results as those calculated by Fast Fourier Transformation (FFT). The pseudo-spectral matrix method is applied in this paper to simulate numerically the incompressible laminar boundary flow on a plate. The simulation proves to be precise and efficient.展开更多
基金financially supported by the Deanship of Scientific Research at King Khalid University under Research Grant Number(R.G.P.2/549/44).
文摘Algorithms for steganography are methods of hiding data transfers in media files.Several machine learning architectures have been presented recently to improve stego image identification performance by using spatial information,and these methods have made it feasible to handle a wide range of problems associated with image analysis.Images with little information or low payload are used by information embedding methods,but the goal of all contemporary research is to employ high-payload images for classification.To address the need for both low-and high-payload images,this work provides a machine-learning approach to steganography image classification that uses Curvelet transformation to efficiently extract characteristics from both type of images.Support Vector Machine(SVM),a commonplace classification technique,has been employed to determine whether the image is a stego or cover.The Wavelet Obtained Weights(WOW),Spatial Universal Wavelet Relative Distortion(S-UNIWARD),Highly Undetectable Steganography(HUGO),and Minimizing the Power of Optimal Detector(MiPOD)steganography techniques are used in a variety of experimental scenarios to evaluate the performance of the proposedmethod.Using WOW at several payloads,the proposed approach proves its classification accuracy of 98.60%.It exhibits its superiority over SOTA methods.
文摘雷达被广泛地应用于汽车防撞领域.该文设计了一种基于Zynq平台的汽车雷达防撞数据采集系统,将雷达中频模拟信号进行信号调理,AD(Analog to Digital Converter)采样控制模块控制采样,经AD转换后的数据送入Zynq的PL(Programmable Logic)部分进行处理,缓存到DDR(Double Data Rate),并利用AXI(Advanced Extensible Interface)总线实现DDR数据接口及PL,PS(Processing System)通讯接口设计,并且对PS部分进行FFT运算.实验结果表明该系统工作稳定,转换速率快,有效提高了汽车防撞测距测速功能.
文摘This paper proposes an approach to extract the mode shapes of beam-like structures from the dynamic response of a moving mass. When a mass passes through a beam containing several artificially installed humps, its vertical acceleration can be recorded. After applying fast Fourier transformation to the dynamic response, one can extract the mode shapes of the beam. The surface roughness was neglected compared to the humps and its adverse effect on the extraction was reduced. The passing mass performs as both “exciter” and “massage receiver”;therefore, this method requires only one single accelerometer, making it more convenient and time saving in practice. Moreover, to estimate the possible error in extracting mode shapes, a wavenumber domain filtering technique is used to reconstruct the general profiles of mode shapes. Experimental validation of this approach in laboratory scale was conducted. The experimental results show that the proposed method performs well in extracting lower order mode shapes. It should also be noted that the passing mass can not have a very high velocity (e.g. 80 mm/s), otherwise the mass may jump and separate from the beam, and the proposed method may fail to identify mode shapes.
基金supported by the Key Extended Project of State Forestry Administration, China (Grant No. 2003-5-2).
文摘The AhDREB1 gene, cloned from Atriplex hortensis L., was transferred into black locust （Robiniapseudoacacia L.） by an Agrobacterium-mediated transformation. The results suggest that stems of black locust sub-cultured in vitro for 20 d are suitable for genetic transformation. The optimum concentrations of kanamycin and cefotaxime were 30 and 150 mg.L-1, respectively. Important factors affecting the transformation efficiency were studied by means of a L9（3^4） orthogonal design. An effective system for genetic transformation in black locust was developed as follows： the stems were pre-cultured for 2 d, immersed in the Agrobacterium solution （OD600 = 0.7） with 10 mg·L^-1 acetosyringone for 21 min and then co-cultured for 2 d. The selection pressures, changing from low to high, could improve transformation efficiency. The transgenic plants were identified by a PCR method. The PCR results indicated that the AhDREB1 gene had been integrated into the genome of black locust and two lines of the transgenic plants were obtained.
基金Supported by the National Basic Research Program of China(973 Program)(No.2010CB951204)the State Key Laboratory of Estuarine and Coastal Research grant(No.SKLEC-2012KYYW02)
文摘Wind plays an important role in hydrodynamic processes such as the expansion of Changjiang （Yangtze） River Diluted Water （CDW）, and shelf circulation in the Changjiang estuary. Thus, it is essential to include wind in the numerical simulation of these phenomena. Synthetic aperture radar （SAR） with high resolution and wide spatial coverage is valuable for measuring spatially inhomogeneous ocean surface wind fields. We have collected 87 ERS-2 SAR images with wind-induced streaks that cover the Cbangjiang coastal area, to verify and improve the validity of wind direction retrieval using the 2D fast Fourier transform method. We then used these wind directions as inputs to derive SAR wind speeds using the C-band model. To demonstrate the applicability of the algorithms, we validated the SAR-retrieved wind fields using QuikSCAT measurements and the atmospheric Weather Research Forecasting model. In general, we found good agreement between the datasets, indicating the reliability and applicability of SAR- retrieved algorithms under different atmospheric conditions. We investigated the main error sources of this process, and conducted sensitivity analyses to estimate the wind speed errors caused by the effect of speckle, uncertainties in wind direction, and inaccuracies in the normalized radar cross section. Finally, we used the SAR-retrieved wind fields to simulate the salinity distribution off the Changjiang estuary. The findings of this study will be valuable for wind resource assessment and the development of future numerical ocean models based on SAR images.
文摘高占比新能源渗透率不断提高,电网传统惯量逐步下降,经受大、小扰动系统调频变化率增大,调频特性控制难度加剧。快速调频响应FFR(Fast Frequency Response)为一次调频响应争取时间,为低惯量系统在一次调频响应前不达到系统低周减载的限值提供了新方式。从典型FFR改造、技术路线和对比等方面总结了FFR改造开展现状,并提供典型改造方案。
文摘A base function expressed with Chebyshev polynomials is reached. The relationship between the coefficients of the partial differential equation and the base function is deduced. Using the relationship, one can obtain nearly the same results as those calculated by Fast Fourier Transformation (FFT). The pseudo-spectral matrix method is applied in this paper to simulate numerically the incompressible laminar boundary flow on a plate. The simulation proves to be precise and efficient.
