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Audio Zero-Watermark Scheme Based on Discrete Cosine Transform-Discrete Wavelet TransformSingular Value Decomposition 被引量:7
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作者 Min Lei Yu Yang +2 位作者 XiaoMing Liu MingZhi Cheng Rui Wang 《China Communications》 SCIE CSCD 2016年第7期117-121,共5页
Traditional watermark embedding schemes inevitably modify the data in a host audio signal and lead to the degradation of the host signal.In this paper,a novel audio zero-watermarking algorithm based on discrete wavele... Traditional watermark embedding schemes inevitably modify the data in a host audio signal and lead to the degradation of the host signal.In this paper,a novel audio zero-watermarking algorithm based on discrete wavelet transform(DWT),discrete cosine transform(DCT),and singular value decomposition(SVD) is presented.The watermark is registered by performing SVD on the coefficients generated through DWT and DCT to avoid data modification and host signal degradation.Simulation results show that the proposed zero-watermarking algorithm is strongly robust to common signal processing methods such as requantization,MP3 compression,resampling,addition of white Gaussian noise,and low-pass filtering. 展开更多
关键词 zero-watermark discrete wavelet transform discrete cosine transform singular value decomposition
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Walsh Hadamard Transform Based Transceiver Design for SC-FDMA with Discrete Wavelet Transform 被引量:2
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作者 Arsla Khan Amna Arif +1 位作者 Tabassum Nawaz Sobia Baig 《China Communications》 SCIE CSCD 2017年第5期193-206,共14页
This article proposes a new transceiver design for Single carrier frequency division multiple access(SCFDMA)system based on discrete wavelet transform(DWT). SCFDMA offers almost same structure as Orthogonal frequency ... This article proposes a new transceiver design for Single carrier frequency division multiple access(SCFDMA)system based on discrete wavelet transform(DWT). SCFDMA offers almost same structure as Orthogonal frequency division multiple access(OFDMA)with extra advantage of low Peak to Average Power Ratio(PAPR). Moreover,this article also suggests the application of Walsh Hadamard transform(WHT)for linear precoding(LP)to improve the PAPR performance of the system. Supremacy of the proposed transceiver over conventional Fast Fourier transform(FFT)based SCFDMA is shown through simulated results in terms of PAPR,spectral efficiency(SE)and bit error rate(BER). 展开更多
关键词 multicarrier modulation orthogonal frequency division multiple access single carrier frequency division multiple access: fast Fourier transform discrete wavelet transform Walsh Hadamard transform
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A Two-dimensional Genetic Algorithm Based on the Eno-Haar Wavelet Transform
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作者 宋锦萍 赵晨萍 李登峰 《Chinese Quarterly Journal of Mathematics》 CSCD 北大核心 2007年第3期377-383,共7页
A two-dimensional genetic algorithm of wavelet coefficient is presented by using the ENO wavelet transform and the decomposed characterization of the two-dimensional Haar wavelet. And simulated by the ENO interpolatio... A two-dimensional genetic algorithm of wavelet coefficient is presented by using the ENO wavelet transform and the decomposed characterization of the two-dimensional Haar wavelet. And simulated by the ENO interpolation the article shows the affectivity and the superiority of this algorithm. 展开更多
关键词 wavelet transform ENO-Haar wavelet transform two-dimensional genetic algorithm
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Comparison of fast discrete wavelet transform algorithms
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作者 孟书苹 《Journal of Chongqing University》 CAS 2005年第2期84-89,共6页
This paper presents an analysis on and experimental comparison of several typical fast algorithms for discrete wavelet transform (DWT) and their implementation in image compression, particularly the Mallat algorithm, ... This paper presents an analysis on and experimental comparison of several typical fast algorithms for discrete wavelet transform (DWT) and their implementation in image compression, particularly the Mallat algorithm, FFT-based algorithm, Short- length based algorithm and Lifting algorithm. The principles, structures and computational complexity of these algorithms are explored in details respectively. The results of the experiments for comparison are consistent to those simulated by MATLAB. It is found that there are limitations in the implementation of DWT. Some algorithms are workable only for special wavelet transform, lacking in generality. Above all, the speed of wavelet transform, as the governing element to the speed of image processing, is in fact the retarding factor for real-time image processing. 展开更多
关键词 discrete wavelet transforms (DWT) fast algorithms computational complexity
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DETECTION OF TRANSIENT SIGNAL USING THE DISCRETE WAVELET TRANSFORM
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作者 Liu Zheng(Department of Information Electronics,Faculty of Engineering,Nagoya University, Nagoya, 464,Japan) 《国防科技大学学报》 EI CAS CSCD 北大核心 1995年第3期114-118,125,共6页
DETECTIONOFTRANSIENTSIGNALUSINGTHEDISCRETEWAVELETTRANSFORMLiuZheng(DepartmentofInformationElectronics,Facult... DETECTIONOFTRANSIENTSIGNALUSINGTHEDISCRETEWAVELETTRANSFORMLiuZheng(DepartmentofInformationElectronics,FacultyofEngineering,Na... 展开更多
关键词 信号检测 瞬态信号 DWT
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A lightweight symmetric image encryption cryptosystem in wavelet domain based on an improved sine map
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作者 陈柏池 黄林青 +2 位作者 蔡述庭 熊晓明 张慧 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第3期266-276,共11页
In the era of big data,the number of images transmitted over the public channel increases exponentially.As a result,it is crucial to devise the efficient and highly secure encryption method to safeguard the sensitive ... In the era of big data,the number of images transmitted over the public channel increases exponentially.As a result,it is crucial to devise the efficient and highly secure encryption method to safeguard the sensitive image.In this paper,an improved sine map(ISM)possessing a larger chaotic region,more complex chaotic behavior and greater unpredictability is proposed and extensively tested.Drawing upon the strengths of ISM,we introduce a lightweight symmetric image encryption cryptosystem in wavelet domain(WDLIC).The WDLIC employs selective encryption to strike a satisfactory balance between security and speed.Initially,only the low-frequency-low-frequency component is chosen to encrypt utilizing classic permutation and diffusion.Then leveraging the statistical properties in wavelet domain,Gaussianization operation which opens the minds of encrypting image information in wavelet domain is first proposed and employed to all sub-bands.Simulations and theoretical analysis demonstrate the high speed and the remarkable effectiveness of WDLIC. 展开更多
关键词 image encryption discrete wavelet transform 1D-chaotic system selective encryption Gaussianization operation
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基于Curvelet和Wavelet结合的SAR图像降噪方法 被引量:5
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作者 李文博 罗代升 《四川大学学报(工程科学版)》 EI CAS CSCD 北大核心 2012年第S1期145-149,共5页
提出一种新型的曲波和小波的结合降噪方法,可有效降低合成孔径雷达(SAR)图像的斑点噪声,同时更好的保持图像边缘信息。采用16个方向检测模版扫描图像,根据检测规则区分边缘区域和均匀区域,同时标记图像边缘区域。分别使用改进软阈值的... 提出一种新型的曲波和小波的结合降噪方法,可有效降低合成孔径雷达(SAR)图像的斑点噪声,同时更好的保持图像边缘信息。采用16个方向检测模版扫描图像,根据检测规则区分边缘区域和均匀区域,同时标记图像边缘区域。分别使用改进软阈值的曲波降噪方法和小波降噪方法处理SAR图像的边缘区域和均匀区域。最后组合2种降噪结果,生成完整降噪图像。作者提出的结合方法和目前已经提出两种结合算法(联合滤波算法、自适应结合算法)相比,在灰度均值比、等效视数等指标上都有一定提升。实验结果表明,新方法既能更有效去除SAR图像斑点噪声,又能更好地保持图像边缘信息。 展开更多
关键词 曲波变换 小波变换 降噪 斑点噪声
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特征降维与融合的水声目标识别方法
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作者 李昊鑫 肖长诗 +2 位作者 元海文 郭玉滨 刘加轩 《哈尔滨工程大学学报》 北大核心 2025年第1期102-110,共9页
为解决水声目标在强噪声环境下识别困难以及特征高维问题,本文提出一种将水声信号进行离散小波变换并提取其低频系数与重组一维梅尔倒谱系数融合的方法,以减少特征维度并弥补信息损失。利用1D-CNN-LSTM神经网络在DeepShip和ShipsEar 2... 为解决水声目标在强噪声环境下识别困难以及特征高维问题,本文提出一种将水声信号进行离散小波变换并提取其低频系数与重组一维梅尔倒谱系数融合的方法,以减少特征维度并弥补信息损失。利用1D-CNN-LSTM神经网络在DeepShip和ShipsEar 2个数据集上进行实验,识别准确率均在99%以上。结果表明:该算法能够有效抑制噪声,具备较强的鲁棒性。将所提算法应用到单船识别,实验结果表明该算法能够有效区分同类型的不同船舶。 展开更多
关键词 水声目标识别 离散小波变换 梅尔倒谱系数 特征融合 联合神经网络 单船识别 深度学习 船舶辐射噪声
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Recovery of Transient Signals in Noise by OptimalThresholding in Wavelet Domain
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作者 梅文博 《Journal of Beijing Institute of Technology》 EI CAS 1997年第3期274-279,共6页
:研究用离散子波变换复原被加性高斯白噪声污染的瞬态信号.在子波域中提出了一种最佳门限方法,该方法涉及到对于波系数的假设检验,利用似然比、奈曼,皮尔逊准则和最小均方差设计该门限,计算机仿真证明,该方法在较低信噪比下复原... :研究用离散子波变换复原被加性高斯白噪声污染的瞬态信号.在子波域中提出了一种最佳门限方法,该方法涉及到对于波系数的假设检验,利用似然比、奈曼,皮尔逊准则和最小均方差设计该门限,计算机仿真证明,该方法在较低信噪比下复原信号的有效性. 展开更多
关键词 n (Department of Electrical and Electronic Enginhaerhg University of Central Lancashire Preston PR1 2HE England) Abstract: The recovery of transient signals corrupted by additive white Gaussian noise by means of the discrete wavelet transform was studi
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基于MODWT-CEEMDAN-LSTM的短期光伏功率区间预测模型
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作者 陈船宇 熊国江 +1 位作者 方厚康 罗颖勋 《太阳能学报》 北大核心 2025年第2期416-424,共9页
针对光伏功率的波动性、随机性、间歇性,提出一种基于最大重叠小波变换(MODWT)、自适应噪声完备集合经验模态分解(CEEMDAN)、长短期记忆网络(LSTM)的光伏功率短期区间预测模型。首先利用MODWT和CEEMDAN将光伏功率时间序列进行二次分解... 针对光伏功率的波动性、随机性、间歇性,提出一种基于最大重叠小波变换(MODWT)、自适应噪声完备集合经验模态分解(CEEMDAN)、长短期记忆网络(LSTM)的光伏功率短期区间预测模型。首先利用MODWT和CEEMDAN将光伏功率时间序列进行二次分解得到本征模态函数(IMF)分量;再将这些IMF分量分别输入进LSTM进行分量预测并将分量预测结果重构得到点预测结果;最后利用分位数回归对点预测结果进行建模后得到区间预测结果。实际算例表明,时频域分解方法与频域分解方法的结合,使得该模型在3种天气情况下的光伏功率点预测和区间预测均表现出优异的鲁棒性和准确性。 展开更多
关键词 光伏功率 预测 深度学习 长短期记忆 最大重叠小波变换 自适应噪声完备集合经验模态分解
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基于离散小波变换的无线通信弱信号快速增强研究
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作者 夏娜 《通信电源技术》 2025年第7期195-197,共3页
现有增强方法的信号分解效果差,强度小于-30 dB,因此研究基于离散小波变换的无线通信弱信号快速增强。利用离散小波变换分解信号,根据分解情况识别并提取这些弱信号。通过对提取出的弱信号细节系数进行增强处理,并运用小波逆变换将增强... 现有增强方法的信号分解效果差,强度小于-30 dB,因此研究基于离散小波变换的无线通信弱信号快速增强。利用离散小波变换分解信号,根据分解情况识别并提取这些弱信号。通过对提取出的弱信号细节系数进行增强处理,并运用小波逆变换将增强后的子信号重构为完整的通信信号,从而完成信号的快速增强。实验结果表明,算法在不同尺度下可以有效提取信号低频和高频成分。实验组的信号强度在0 dB,且不同弱信号的信号强度较为稳定,显示出良好的增强性能,保持了较高的信息完整度。有效保障无线通信的稳定进行,为通信弱信号增强提供了新的解决方案。 展开更多
关键词 离散小波变换 无线通信 弱信号 增强 去噪
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基于主成分分析的视频隐写技术研究
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作者 王勇智 黄红波 《湖南理工学院学报(自然科学版)》 2025年第1期18-22,共5页
随着信息技术的迅速发展,视频隐写技术已成为信息隐藏领域的重要研究方向.针对传统视频隐写方法中常见的嵌入效率低和安全性不足的问题,提出一种融合主成分分析与校验子格编码的视频隐写方法.该方法先对所有视频帧运用离散小波变换和主... 随着信息技术的迅速发展,视频隐写技术已成为信息隐藏领域的重要研究方向.针对传统视频隐写方法中常见的嵌入效率低和安全性不足的问题,提出一种融合主成分分析与校验子格编码的视频隐写方法.该方法先对所有视频帧运用离散小波变换和主成分分析来确定最适合嵌入信息的帧,然后利用校验子格编码技术在选定帧中精确选择最佳嵌入像素,从而显著提高信息隐藏的效果和安全性.实验结果表明,该方法在增加隐写容量和维护视频质量的同时,能提供更高的安全保障,显示其在视频隐写领域的应用潜力. 展开更多
关键词 视频隐写 主成分分析 校验子格编码 离散小波变换 信息安全
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基于EMD的无线通信网络信号干扰抑制方法
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作者 伊念念 《通信电源技术》 2025年第8期143-145,共3页
干扰的存在会导致无线通信网络信号质量下降,影响无线通信网络的性能和稳定性,因此提出基于经验模态分解(Empirical Mode Decomposition,EMD)的无线通信网络信号干扰抑制方法。对无线通信网络信号进行EMD后得到一系列本征模态函数(Intri... 干扰的存在会导致无线通信网络信号质量下降,影响无线通信网络的性能和稳定性,因此提出基于经验模态分解(Empirical Mode Decomposition,EMD)的无线通信网络信号干扰抑制方法。对无线通信网络信号进行EMD后得到一系列本征模态函数(Intrinsic Mode Function,IMF)分量,对每个IMF分量进行离散小波变换,将信号分解为不同尺度的离散小波系数并进行阈值处理,然后去除信号中的噪声,将去除噪声后的IMF分量与残差分量进行合并得到重构后的信号,从而实现干扰抑制。实验结果表明,在多种干扰下,设计方法具有更高的信噪比,表明这一方法在干扰抑制方面具有显著优势。 展开更多
关键词 经验模态分解(EMD) 无线通信网络 信号干扰抑制 离散小波变换 信号重构
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基于DES-RSA算法的政务云数据安全加密方法
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作者 张宝凯 《长江信息通信》 2025年第3期147-149,共3页
针对政务云数据安全加密中现行方法存在的丢包率高、加密耗时长的问题,提出了一种基于DES-RSA算法的优化方法。该方法首先采用离散小波变换技术降噪原始数据,再通过时频分析技术提取数据特征向量。随后,利用DES算法进行一次安全加密,并... 针对政务云数据安全加密中现行方法存在的丢包率高、加密耗时长的问题,提出了一种基于DES-RSA算法的优化方法。该方法首先采用离散小波变换技术降噪原始数据,再通过时频分析技术提取数据特征向量。随后,利用DES算法进行一次安全加密,并结合RSA算法进行二次加密,确保政务云数据的安全。实验结果显示,该方法有效降低了数据丢包率,缩短了加密时间,展现出在政务云数据安全加密领域的广阔应用前景。 展开更多
关键词 DES-RSA算法 政务云数据 安全加密 离散小波变换技术 时频分析技术
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Moving horizon based wavelet de-noising method of dual-observed geomagnetic signal for nonlinear high spin projectile roll positioning 被引量:3
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作者 Ting-ting Yin Fang-xiu Jia Xiao-ming Wang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2020年第2期417-424,共8页
Phase-frequency characte ristics of approximate sinusoidal geomagnetic signals can be used fo r projectile roll positioning and other high-precision trajectory correction applications.The sinusoidal geomagnetic signal... Phase-frequency characte ristics of approximate sinusoidal geomagnetic signals can be used fo r projectile roll positioning and other high-precision trajectory correction applications.The sinusoidal geomagnetic signal deforms in the exposed and magnetically contaminated environment.In order to preciously recognize the roll information and effectively separate the noise component from the original geomagnetic sequence,based on the error source analysis,we propose a moving horizon based wavelet de-noising method for the dual-observed geomagnetic signal filtering where the captured rough roll frequency value provides reasonable wavelet decomposition and reconstruction level selection basis for sampled sequence;a moving horizon window guarantees real-time performance and non-cumulative calculation amount.The complete geomagnetic data in full ballistic range and three intercepted paragraphs are used for performance assessment.The positioning performance of the moving horizon wavelet de-noising method is compared with the band-pass filter.The results show that both noise reduction techniques improve the positioning accuracy while the wavelet de-noising method is always better than the band-pass filter.These results suggest that the proposed moving horizon based wavelet de-noising method of the dual-observed geomagnetic signal is more applicable for various launch conditions with better positioning performance. 展开更多
关键词 High-spin PROJECTILE ROLL POSITIONING Dual-observed GEOMAGNETIC signal wavelet de-noising discrete wavelet transform
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Bayesian-based Wavelet Shrinkage for SAR Image Despeckling Using Cycle Spinning 被引量:2
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作者 张德祥 高清维 陈军宁 《Journal of Electronic Science and Technology of China》 2006年第2期127-131,共5页
A novel and efficient speckle noise reduction algorithm based on Bayesian wavelet shrinkage using cycle spinning is proposed. First, the sub-band decompositions of non-logarithmically transformed SAR images are shown.... A novel and efficient speckle noise reduction algorithm based on Bayesian wavelet shrinkage using cycle spinning is proposed. First, the sub-band decompositions of non-logarithmically transformed SAR images are shown. Then, a Bayesian wavelet shrinkage factor is applied to the decomposed data to estimate noise-free wavelet coefficients. The method is based on the Mixture Gaussian Distributed (MGD) modeling of sub-band coefficients. Finally, multi-resolution wavelet coefficients are reconstructed by wavelet-threshold using cycle spinning. Experimental results show that the proposed despeclding algorithm is possible to achieve an excellent balance between suppresses speckle effectively and preserves as many image details and sharpness as possible. The new method indicated its higher performance than the other speckle noise reduction techniques and minimizing the effect of pseudo-Gibbs phenomena. 展开更多
关键词 discrete wavelet transform Synthetic Aperture Radar (SAR) despeclding cycle spinning BayesShrink
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基于放电电压平台研究的蓄电池寿命状态评估 被引量:2
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作者 成庶 吕壮壮 +1 位作者 刘畅 向超群 《铁道科学与工程学报》 EI CAS CSCD 北大核心 2024年第3期1266-1274,共9页
为解决传统动车组镍镉蓄电池的返修方法导致部分蓄电池在触发返修条件前已性能劣化,同时大量已达返修标准的蓄电池性能并未过度衰退的问题,设计单体镍镉蓄电池全寿命加速老化实验并获取相关实验数据。首先,采用集成经验模态方法建立单... 为解决传统动车组镍镉蓄电池的返修方法导致部分蓄电池在触发返修条件前已性能劣化,同时大量已达返修标准的蓄电池性能并未过度衰退的问题,设计单体镍镉蓄电池全寿命加速老化实验并获取相关实验数据。首先,采用集成经验模态方法建立单体电池全寿命健康状态类别划分模型,然后运用离散小波变换消除放电电压平台数据的奇异值,进而利用极限学习机算法预测蓄电池寿命状态,最终实现对蓄电池全生命周期寿命的准确预测与健康状态评估功能。实验结果表明:相较于传统的蓄电池寿命阈值分类方法,运用集成经验模态建立的健康状态类别划分模型能有效避免蓄电池寿命末端出现误警情况。作为融合算法模型输入的放电电压平台数据易获取,基于离散小波变换的数据预处理方法可提升算法准确率近3%,最终可达到96%~98%。此外,相对于传统的神经网络模型,融合算法模型不涉及迭代,因而能兼顾算法的预测精度与计算效能。蓄电池识别健康状态的F1值为0.976 3,识别老化阶段的F1值为0.950 9,识别故障阶段的F1值为0.939 394。相较于传统的依据动车组运营里程和使用年限进而决定蓄电池是否返修的方法,融合算法模型提供了显著的评判标准,能判别蓄电池是否应该返修,并有效地识别蓄电池的健康状态,降低了动车组的运营成本,保障动车组运营安全,为电池寿命评判和检修策略的优化提供参考。 展开更多
关键词 寿命评估 集成经验模态分解 离散小波变换 极限学习机 放电电压平台 在线检测
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联合小波-频域变换的自适应能量检测 被引量:1
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作者 何继爱 李志鑫 +1 位作者 王婵飞 张晓霖 《国防科技大学学报》 EI CAS CSCD 北大核心 2024年第5期90-98,共9页
针对传统能量检测方法在频谱感知领域中极易受低信噪比环境干扰,忽视可用频谱的定位亦会影响频谱状态的判别结果,提出了一种联合小波-频域变换的自适应能量检测方法,旨在提高能量检测的噪声灵敏度和判别精确度。通过离散小波包变换对信... 针对传统能量检测方法在频谱感知领域中极易受低信噪比环境干扰,忽视可用频谱的定位亦会影响频谱状态的判别结果,提出了一种联合小波-频域变换的自适应能量检测方法,旨在提高能量检测的噪声灵敏度和判别精确度。通过离散小波包变换对信号进行分解并计算子带能量;结合能量范数降低自适应阈值的计算复杂度,以便与子带能量比较;采用快速傅里叶变换定位可用频谱范围。对该方法进行模拟仿真,探究自适应阈值与不同性能参数之间的变化关系。仿真结果表明,该方法具有良好的环境适配性与系统稳定性,且在不同信噪比环境下的检测误差更小。此外,对子带信号进行频域分析以实现归一化频率范围的重新排序,进一步提高了频谱感知的准确度。 展开更多
关键词 认知无线电 频谱感知 能量检测 离散小波包变换 自适应阈值
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Video Watermark Using Multiresolution Wavelet Decomposition
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作者 王凤碧 黄均才 周明天 《Journal of Electronic Science and Technology of China》 2005年第2期120-122,160,共4页
A novel technique for the video watermarking based on the discrete wavelet transform (DWT) is present. The intra frames of video are transformed to three gray image firstly, and then the 2th-level discrete wavelet dec... A novel technique for the video watermarking based on the discrete wavelet transform (DWT) is present. The intra frames of video are transformed to three gray image firstly, and then the 2th-level discrete wavelet decomposition of the gray images is computed, with which the watermark W is embedded simultaneously into and invert wavelet transform is done to obtain the gray images which contain the secret information. Change the intra frames of video based on the three gray images to make the intra frame contain the secret information. While extracting the secret information, the intra frames are transformed to three gray image, 2th-level discrete wavelet transform is done to the gray images, and the watermark W’ is distilled from the wavelet coefficients of the three gray images. The test results show the superior performance of the technique and potential for the watermarking of video. 展开更多
关键词 intra frame discrete wavelet transform video watermark embedding video watermark extracting
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A Novel Algorithm for Robust Audio Watermarking in Wavelet Domain
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作者 傅瑜 王宝宝 《Journal of Electronic Science and Technology of China》 2004年第2期70-72,78,共4页
A novel algorithm for digital audio watermarking in wavelet domain is proposed. First, an original audio signal is decomposed by discrete wavelet transform at three levels. Then, a discrete watermark is embedded into ... A novel algorithm for digital audio watermarking in wavelet domain is proposed. First, an original audio signal is decomposed by discrete wavelet transform at three levels. Then, a discrete watermark is embedded into the coefficients of its intermediate frequencies. Finally, the watermarked audio signal is obtained by wavelet reconstruction. The proposed algorithm makes good use of the multiresolution characteristics of wavelet transform. The original audio signal is not needed when detecting the watermark correlatively. Simulation results show that the algorithm is inaudible and robust to noise, filtering and resampling. 展开更多
关键词 discrete wavelet transform intermediate frequencies digital audio watermark
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