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Generative Adversarial Networks Based Digital Twin Channel Modeling for Intelligent Communication Networks 被引量:4
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作者 Yuxin Zhang Ruisi He +5 位作者 Bo Ai Mi Yang Ruifeng Chen Chenlong Wang Zhengyu Zhang Zhangdui Zhong 《China Communications》 SCIE CSCD 2023年第8期32-43,共12页
Integration of digital twin(DT)and wireless channel provides new solution of channel modeling and simulation,and can assist to design,optimize and evaluate intelligent wireless communication system and networks.With D... Integration of digital twin(DT)and wireless channel provides new solution of channel modeling and simulation,and can assist to design,optimize and evaluate intelligent wireless communication system and networks.With DT channel modeling,the generated channel data can be closer to realistic channel measurements without requiring a prior channel model,and amount of channel data can be significantly increased.Artificial intelligence(AI)based modeling approach shows outstanding performance to solve such problems.In this work,a channel modeling method based on generative adversarial networks is proposed for DT channel,which can generate identical statistical distribution with measured channel.Model validation is conducted by comparing DT channel characteristics with measurements,and results show that DT channel leads to fairly good agreement with measured channel.Finally,a link-layer simulation is implemented based on DT channel.It is found that the proposed DT channel model can be well used to conduct link-layer simulation and its performance is comparable to using measurement data.The observations and results can facilitate the development of DT channel modeling and provide new thoughts for DT channel applications,as well as improving the performance and reliability of intelligent communication networking. 展开更多
关键词 digital twin channel modeling generative adversarial networks intelligent communication networking
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Analysis of OFDM Applied to Powerline High Speed Digital Communication 被引量:1
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作者 庄建 杨公训 《Journal of China University of Mining and Technology》 2003年第2期174-178,共5页
The low voltage powerline is becoming a powerful solution to home network, building automation, and internet access as a result of its wide distribution, easy access and little maintenance. The character of powerline ... The low voltage powerline is becoming a powerful solution to home network, building automation, and internet access as a result of its wide distribution, easy access and little maintenance. The character of powerline channel is very complicated because it is an open net. This article analysed the character of the powerline channel,introduced the basics of OFDM(Orthogonal Frequency Division Multiplexing), and studied the OFDM applied into powerline high speed digital communication. 展开更多
关键词 powerline carrier communication OFDM high speed digital communication
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Management Communication in University’s Digital Library
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作者 LIU Yuan fang 1, LIN Li 2 (1. Library of Dalian University of Technology, Dalian 116024, China 2. 21 st Century Development and Research Center, Dalian 116023) 《上海交通大学学报》 EI CAS CSCD 北大核心 2003年第S1期250-254,共5页
Digital library is a process of exploiting more scientific methods to construct a social knowledge network. It represents an “extension” from a traditional library. The core and essence is to build a favorable surro... Digital library is a process of exploiting more scientific methods to construct a social knowledge network. It represents an “extension” from a traditional library. The core and essence is to build a favorable surroundings for knowledge accumulation, knowledge transfer and knowledge communication. Management communication covers information transfer and organization cooperation. Compared with traditional library, the management communication in digital library shoulders the commitment to support knowledge innovation. On the basis of analysis of the connotation of digital library, this paper analysed the aspects of management communication, including communicators, communication styles, contents, channels and outer communication, all of which tries to construct an integrated model of management communication in a digital library and turns a library into an actual “knowledge fountain”. 展开更多
关键词 university’s digital LIBRARY KNOWLEDGE MANAGEMENT MANAGEMENT communication
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High Speed Electro-Absorption Modulators for Digital and Analog Optical Fiber Communications
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作者 Xiong Bing Xu Jianming Sun Changzheng Wang Jian Luo Yi 《China Communications》 SCIE CSCD 2009年第3期110-114,共5页
An electro-absorption(EA)modulator is one of key components for optical fiber communications due to the high speed,small size,low voltage and integration ability with other semiconductor devices.A 40 Gb/s InGaAsP/InP ... An electro-absorption(EA)modulator is one of key components for optical fiber communications due to the high speed,small size,low voltage and integration ability with other semiconductor devices.A 40 Gb/s InGaAsP/InP multiplequantum-well(MQW)EA modulator monolithically integrated with a semiconductor optical amplifier(SOA)was fabricated for digital communications.The modulator capacitance was reduced to obtain 40 GHz bandwidth,and the SOA section helped reduce the insertion loss from 18 dB to 3 dB.InGaAlAs/InP MQW EA modulators have also been fabricated and characterized for analog optical fiber communications.A low driving voltage of 2.7 V and high spurious free dynamic range of 107 dB·Hz2/3 were estimated by static and dynamic measurements. 展开更多
关键词 electro-absorption modulator digital optical communication analog optical communication photonic integration
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Digital communication of two-dimensional messages in a chaotic optical system
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作者 周云 吴亮 朱士群 《Chinese Physics B》 SCIE EI CAS CSCD 2005年第11期2196-2201,共6页
The digital communication of two-dimensional messages is investigated when two solid state multi-mode chaotic lasers are employed in a master-slave configuration. By introducing the time derivative of intensity differ... The digital communication of two-dimensional messages is investigated when two solid state multi-mode chaotic lasers are employed in a master-slave configuration. By introducing the time derivative of intensity difference between the receiver (carrier) and the transmittal (carrier plus signal), several signals can be encoded into a single pulse. If one signal contains several binary bits, two-dimensional messages in the form of a matrix can be encoded and transmitted on a single pulse. With these improvements in secure communications using chaotic multi-mode lasers, not only the transmission rate can be increased but also the privacy can be enhanced greatly. 展开更多
关键词 digital communication multi-mode laser two-dimensional messages chaotic synchronization
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Synchronization of spatiotemporal chaotic systems and application to secure communication of digital image
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作者 王兴元 张娜 +1 位作者 任小丽 张永雷 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第2期125-132,共8页
Coupled map lattices (CMLs) are taken as examples to study the synchronization of spatiotemporal chaotic systems. In this paper, we use the nonlinear coupled method to implement the synchronization of two coupled ma... Coupled map lattices (CMLs) are taken as examples to study the synchronization of spatiotemporal chaotic systems. In this paper, we use the nonlinear coupled method to implement the synchronization of two coupled map lattices. Through the appropriate separation of the linear term from the nonlinear term of the spatiotemporal chaotic system, we set the nonlinear term as the coupling function and then we can achieve the synchronization of two coupled map lattices. After that, we implement the secure communication of digital image using this synchronization method. Then, the discrete characteristics of the nonlinear coupling spatiotemporal chaos are applied to the discrete pixel of the digital image. After the synchronization of both the communication parties, the receiver can decrypt the original image. Numerical simulations show the effectiveness and the feasibility of the proposed program. 展开更多
关键词 coupled map lattice projective synchronization digital image secure communication
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Optimal decision-making method for equipment maintenance to enhance the resilience of power digital twin system under extreme disaster
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作者 Song Gao Wei Wang +2 位作者 Jingyi Chen Xinyu Wu Junyan Shao 《Global Energy Interconnection》 EI CSCD 2024年第3期336-346,共11页
Digital twins and the physical assets of electric power systems face the potential risk of data loss and monitoring failures owing to catastrophic events,causing surveillance and energy loss.This study aims to refine ... Digital twins and the physical assets of electric power systems face the potential risk of data loss and monitoring failures owing to catastrophic events,causing surveillance and energy loss.This study aims to refine maintenance strategies for the monitoring of an electric power digital twin system post disasters.Initially,the research delineates the physical electric power system along with its digital counterpart and post-disaster restoration processes.Subsequently,it delves into communication and data processing mechanisms,specifically focusing on central data processing(CDP),communication routers(CRs),and phasor measurement units(PMUs),to re-establish an equipment recovery model based on these data transmission methodologies.Furthermore,it introduces a mathematical optimization model designed to enhance the digital twin system’s post-disaster monitoring efficacy by employing the branch-and-bound method for its resolution.The efficacy of the proposed model was corroborated by analyzing an IEEE-14 system.The findings suggest that the proposed branch-and-bound algorithm significantly augments the observational capabilities of a power system with limited resources,thereby bolstering its stability and emergency response mechanisms. 展开更多
关键词 Phasor measurement units Through-sequence optimization Resilience enhancement communication networks digital twins
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基于VoiceDSP的语音监控装置设计研究
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作者 刘嘉勇 方勇 《微电子学与计算机》 CSCD 北大核心 2003年第5期11-13,54,共4页
本文以ISD公司的语音DSP芯片T360SA为核心,采用89C51单片机、大容量闪烁存储卡、PCM编解码器及相关接口电路,设计出一个数字语音记录装置,它记录时间长,话音自然度和可懂度好,可应用于铁路调度、电力调度、工厂等进行电话语音的监督记录。
关键词 语音监控装置 设计 voiceDSP 单片机 语音处理芯片 语音压缩 语音信号处理 数字录音系统
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Digital Cancellation Scheme and Hardware Implementation for High-Order Passive Intermodulation Interference Based on Hammerstein Model 被引量:6
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作者 Xiaqing Miao Lu Tian 《China Communications》 SCIE CSCD 2019年第9期165-176,共12页
Passive intermodulation(PIM)interference urgently needs to be solved in the satellite communication system,owing to degrading the whole performance.Mainstream research contributions to the cancellation method for PIM ... Passive intermodulation(PIM)interference urgently needs to be solved in the satellite communication system,owing to degrading the whole performance.Mainstream research contributions to the cancellation method for PIM were focused on the analog domain,however,the PIM distortion cannot be eliminated completely with the approaches.Meanwhile,some researchers attempt to tackle the problem through digital signal processing,nevertheless,the proposed methods were not suitable for the practical satellite communication scenario.In this paper,we present a general scheme for the adaptive feedforward PIM cancellation.High-order PIM signals at baseband are estimated by modeling the PIM distortion with Hammerstein model in the digital domain.Based on the reconstructed PIM signal,we adopt the least mean square algorithm to adaptively mitigate the PIM interference for tracking the variation of PIM.The time and frequency synchronization of PIM are based on the correlation of the peak of received signals with the corresponding reconstructed PIM signal.Practical experimental results show that the scheme can effectively cancel the PIM interference,and achieve an interference suppression gain more than 20dB. 展开更多
关键词 satellite communication passiveintermodulation INTERFERENCE digital CANCELLATION HAMMERSTEIN model
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New Developments in Maritime Communications: a Comprehensive Survey 被引量:7
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作者 Chen Weigang Yang Jinsheng +1 位作者 Ma Jianguo Li Si 《China Communications》 SCIE CSCD 2012年第2期31-42,共12页
This paper summarizes the requirements for modem maritime wireless communication networks in the marine environments including the sea- to-sea and sea-to-shore communication scenarios. The existing maritime wireless c... This paper summarizes the requirements for modem maritime wireless communication networks in the marine environments including the sea- to-sea and sea-to-shore communication scenarios. The existing maritime wireless communication sys- tems are presented and the development of the state-of-the-art maritime communication systems is surveyed. Furthermore, a hierarchical and integrated maritime network architecture is proposed to satisfy the increasing various classes of services which demand different Quality of Service (QoS). Finally, the open issues for further development of maritime communications are identified. 展开更多
关键词 maritime wireless communications dig-ital high frequency communications digital veryhigh frequency communications satellite communi-cations hierarchical and integrated maritime net-work
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Design and Implementation of An Active Multibeam Antenna System with 64 RF Channels and 256 Antenna Elements for Massive MIMO Application in 5G Wireless Communications 被引量:4
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作者 PANG Xingdong HONG Wei YANG Tianyang LI Linsheng 《China Communications》 SCIE CSCD 2014年第11期16-23,共8页
This paper focuses on the design and implementation of an active multibeam antenna system for massive MIMO applications in 5G wireless communications.The highly integrated active multibeam antenna system is designed a... This paper focuses on the design and implementation of an active multibeam antenna system for massive MIMO applications in 5G wireless communications.The highly integrated active multibeam antenna system is designed and implemented at 5.8 GHz with 64 RF Channels and 256 antenna elements.The 64-channel highly integrated active multibeam antenna system provides a verification platform for digital beamforming algorithm and massive MIMO channel estimation for next generation wireless communications. 展开更多
关键词 5G active multibeam antenna system digital beamforming Massive MIMO 5G wireless communications
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A new method of demodulating the digital frequency modulation signals 被引量:2
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作者 Jin-cai Sun Wei-jie Zhu Yi-yun Sun and Hui Xiao 《Journal of Marine Science and Application》 2003年第2期5-10,共6页
A new method of estimating the frequency-known signals from the strong background noise was presented first. Then the new method was used in the demodulation of the digital frequency modulation (FSK) signals. The new ... A new method of estimating the frequency-known signals from the strong background noise was presented first. Then the new method was used in the demodulation of the digital frequency modulation (FSK) signals. The new demodulation method can complete the demodulation of the FSK signals only with the carrier frequency and without any carrier phase information. The simulation results show that the performance of anti-noise of the new method is better than that of the incoherent demodulation method and the fluctuation of the carrier phase has little effect on the new method. So the new demodulation method has a fine prospect in the practical applications. 展开更多
关键词 digital frequency modulation signals underwater acoustic communications DEMODULATION DETECTION
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mm-Wave Communication Systems at W-Band
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作者 樊勇 吴正德 唐小宏 《Journal of Electronic Science and Technology of China》 2005年第4期289-292,共4页
Two communication systems at W-band are introduced, including the system design, the modulation scheme, etc. TV delivery system delivers picture of quality meeting grade 4.5 over 8 km (no rain). Digital communicatio... Two communication systems at W-band are introduced, including the system design, the modulation scheme, etc. TV delivery system delivers picture of quality meeting grade 4.5 over 8 km (no rain). Digital communication system is capable of operating at data rates up to 8.448 Mb/s beyond 10 km under a BER of 10^-6 (clear). 展开更多
关键词 MILLIMETER-WAVE TV delivery digital communication W-BAND
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基于ZYNQ平台的机载话音处理系统设计与实现
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作者 李声飞 《兵器装备工程学报》 CAS CSCD 北大核心 2024年第10期295-301,308,共8页
为了解决机载环境下飞行员通话强噪声干扰问题,提出了一种基于ZYNQ架构的数字话音处理系统。该系统由模拟处理单元和数字处理单元组成,模拟处理单元完成模拟语音信号的预处理、滤波和AD/DA转换;数字处理单元以国产ZYNQ处理器为核心,在ZY... 为了解决机载环境下飞行员通话强噪声干扰问题,提出了一种基于ZYNQ架构的数字话音处理系统。该系统由模拟处理单元和数字处理单元组成,模拟处理单元完成模拟语音信号的预处理、滤波和AD/DA转换;数字处理单元以国产ZYNQ处理器为核心,在ZYNQ-PL和ZYNQ-PS上运行数字话音处理算法,对数字音频信号进行自适应噪声抑制和话音增强处理。试验结果表明:该话音处理平台能够有效抑制飞行员通话噪声,对回声也有很好的抵消作用,提高了飞行员通话的舒适度。 展开更多
关键词 航空机载 数字话音 噪声抑制 话音增强 ZYNQ架构
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美国国立卫生研究院对语音生物标记物相关科研资助项目分析
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作者 王文霞 韩舒羽 +6 位作者 单锶楷 杨宇帆 张雯敏 陈思烨 王小萌 陈默 王志稳 《军事护理》 CSCD 北大核心 2024年第11期5-8,共4页
目的分析美国国立卫生研究院(National Institute of Health,NIH)对语音生物标记物相关项目的资助情况,为我国相关领域的研究提供参考。方法检索NIH基金资助项目查询系统中所有关于语音生物标记物的研究,时间跨段设定为建库至2024年1月... 目的分析美国国立卫生研究院(National Institute of Health,NIH)对语音生物标记物相关项目的资助情况,为我国相关领域的研究提供参考。方法检索NIH基金资助项目查询系统中所有关于语音生物标记物的研究,时间跨段设定为建库至2024年1月,运用NVivo 12 Plus和Excel软件进行信息挖掘和描述性分析。结果美国语音生物标记物研究项目3年内资助数量达90项,涉及31家不同类型的机构,涵盖了医疗、生物和科技等多个领域,并聚焦于儿童到老年全年龄段人群的8个项目内容、7种疾病类型。结论语音生物标记物作为一种简单易收集的数字技术具有广阔研究前景,我国医疗行业研究者应重视语音生物标记物的价值,并以此开展多角度、全方位、跨学科的纵深研究,以推动医疗科技的创新与发展。 展开更多
关键词 语音生物标记物 数字医疗 人工智能 可视化分析
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Low Complexity Hybrid Wideband Beamforming for Millimeter-Wave Massive MIMO-OFDM Systems
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作者 Mohammad Assaf Oleg G Ponomarev 《China Communications》 SCIE CSCD 2024年第12期39-48,共10页
In mmWave massive multiple-input multiple-output(MIMO)communication systems,the extension of low-complexity narrowband precoding schemes to be operated on wideband systems under frequency-selective channels remains an... In mmWave massive multiple-input multiple-output(MIMO)communication systems,the extension of low-complexity narrowband precoding schemes to be operated on wideband systems under frequency-selective channels remains an important challenge at the current time.This paper investigates a low complexity wideband hybrid precoding scheme for mmWave massive MIMO multicarrier systems under a single-user,fully-connected hybrid architecture.We show that the radio frequency(RF)precoding/combining vectors can be directly derived from the eigenvectors of the optimal fully-digital covariance matrix over all subcarriers in order to maximize the sum rate of spectral efficiency.We also suggest a new method that iteratively reduces the residual error between the covariance matrix and the sum of products of precoding matrices over all the subcarriers to improve the performance in the case where the number of RF chains is higher than the number of streams.The results of the simulation show that the proposed schemes’complexity is low compared to the present methods,and their performance can almost reach the upper bound achieved by the optimal full-baseband design. 展开更多
关键词 analog/digital precoding massive MIMO millimeter wave communication wideband hybrid
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基于语音驱动的风格化数字人关键技术研究与应用示范
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作者 郝洺 张翀 +1 位作者 冯海亮 施玉海 《广播与电视技术》 2024年第10期20-23,共4页
近年来,数字人技术的应用正逐渐成为推动媒体融合发展的重要力量。本文提出了一种基于语音驱动的风格化数字人技术框架,旨在为广电领域提供一种新的技术解决方案。该框架通过语音生成、唇形同步、面部风格化等AI技术生成数字人,在保留... 近年来,数字人技术的应用正逐渐成为推动媒体融合发展的重要力量。本文提出了一种基于语音驱动的风格化数字人技术框架,旨在为广电领域提供一种新的技术解决方案。该框架通过语音生成、唇形同步、面部风格化等AI技术生成数字人,在保留较高的人物形象真实性的同时降低了制作成本。通过在北京东城会馆的应用示范,验证了该技术在大屏应用中展现出广泛的适应性和可行性,为广电行业的内容创新和形式多样化提供了强有力的技术支持。 展开更多
关键词 语音驱动 风格化 数字人 唇形同步 会馆
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基于虚拟数字人的语音客服系统设计研究
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作者 赵睿 《电声技术》 2024年第9期88-90,100,共4页
结合虚拟数字人技术,设计了一套具有语音识别、语义理解、对话管理及语音合成等功能的智能语音客服系统。该系统采用预训练模型、知识图谱、变分自编码器等技术,提升了语音交互的准确性和个性化服务能力。具体模块包括语音识别与理解、... 结合虚拟数字人技术,设计了一套具有语音识别、语义理解、对话管理及语音合成等功能的智能语音客服系统。该系统采用预训练模型、知识图谱、变分自编码器等技术,提升了语音交互的准确性和个性化服务能力。具体模块包括语音识别与理解、对话管理与逻辑处理、语音合成与输出。实验结果显示,系统在语音识别准确率、意图识别、对话任务完成率及语音自然度方面表现优异,并在真实场景下显著提升了用户满意度和问题解决效率,展示了广阔的应用前景。 展开更多
关键词 虚拟数字人 语音客服 智能对话系统
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语音信号变速算法及其TMS320C5402实时实现 被引量:5
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作者 刘耦耕 贺素良 龙永红 《中南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2004年第1期117-121,共5页
语音信号可表述成激励源和线性时变系统的冲激响应的卷积。若激励源是一白噪声信号,则声道发清音;若激励源是一准周期信号,则声道发浊音。在语音信号序列中影响语音表达速度的是浊音,它是基音,是由多次谐波构成的准周期信号。语音信号... 语音信号可表述成激励源和线性时变系统的冲激响应的卷积。若激励源是一白噪声信号,则声道发清音;若激励源是一准周期信号,则声道发浊音。在语音信号序列中影响语音表达速度的是浊音,它是基音,是由多次谐波构成的准周期信号。语音信号序列可以看成是基音周期经整数倍延时后叠加而成。插入部分基音周期使语音速度降低,删除部分基音周期能使语音速度提高。但是,插入或删除基音周期使语音信号的相位不连续,造成语音跳变,为此,采用交叠分帧的方法将语音信号划分成短时段序列。然后,求增或删后短时段序列相邻短时段之间的相关函数,进而求出相关函数极大值。按最大相关点实现相邻短时段之间的相位衔接,使其相位接近连续。此外,提出了一个TMS320C5402和AT89C51双处理机系统的硬件设计方案,将语音变速算法用TMS320C5402和人 机交互用单片机AT89C51实现。 展开更多
关键词 变速算法 语音信号处理 数字信号处理 DSP TMS320C5402 浊音 基音周期
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一种适用于移动通信的超混沌数字语音加密算法 被引量:7
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作者 刘文浩 孙克辉 朱从旭 《密码学报》 CSCD 2017年第1期85-98,共14页
随着移动互联网、云计算技术的发展,信息安全的问题日益凸显.为了提高音频信号传输的安全性,本文提出了一种适用于移动通信的超混沌数字语音加密算法.在密码算法中,首先,采用G.711A律标准将16位音频信号压缩编码为8位二进制序列.然后,基... 随着移动互联网、云计算技术的发展,信息安全的问题日益凸显.为了提高音频信号传输的安全性,本文提出了一种适用于移动通信的超混沌数字语音加密算法.在密码算法中,首先,采用G.711A律标准将16位音频信号压缩编码为8位二进制序列.然后,基于Folded-towel离散超混沌映射设计了一个伪随机序列发生器.该超混沌系统具有两个正的Lyapunov指数,呈超混沌态,从而能生成更复杂的密钥序列.在加密过程中,为提高算法抵御差分攻击的能力,设计了一种适用于二进制序列的非线性交错异或运算.该算法以每帧采集的音频信号为一组,结合密文交错扩散技术和交错异或运算施加了两轮替代加密,并将本组最后密文扩散到下一组,从而实现了密文的组间扩散.之后,将算法应用于Android平台,开发了一款IP保密通话软件.实验结果和性能分析表明,该算法加密速度快、安全性高,具有大的密钥空间和强的密钥敏感性,且能够抵御统计、差分及穷举等攻击,在音频信号实时保密传输中具有良好的应用前景. 展开更多
关键词 超混沌 数字语音加密 G.711 A律 同步流密码
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