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离散Hopfield实现多值信号盲检测 被引量:1
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作者 张昀 张志涌 《南京邮电大学学报(自然科学版)》 2010年第2期31-35,共5页
传统神经网络算法局限于二值神经网络,无法解决多值信号盲检测问题。提出了基于离散Hopfield网络直接盲检测多值信号的两种算法,构造了4电平的离散激活函数。本算法不依赖统计量,建立直接盲检测发送信号的优化性能函数,利用离散Hopfiel... 传统神经网络算法局限于二值神经网络,无法解决多值信号盲检测问题。提出了基于离散Hopfield网络直接盲检测多值信号的两种算法,构造了4电平的离散激活函数。本算法不依赖统计量,建立直接盲检测发送信号的优化性能函数,利用离散Hopfield网络直接盲检测多值信号。给出新的适用于多值离散Hopfield神经网络的能量函数和网络权矩阵,理论证明该网络具有很好的稳定性。仿真结果表明本算法能快速收敛到真平衡点,盲检测效果好,适用于随机信道。 展开更多
关键词 离散HOPFIELD神经网络 盲检测 多值信号
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半可逆MIMO信道多值信号盲检测 被引量:1
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作者 范乐园 唐加山 《微型机与应用》 2014年第12期57-60,共4页
针对多输入多输出(MIMO)实信道系统,在较弱的半可逆条件下,为实现该系统中实多值信号的高效、快速盲检测,采用直接盲多用户检测,将多值信号转化成二值信号的线性组合,通过矩阵变换的方法把多值信号盲检测问题转化为一个带约束的二次规... 针对多输入多输出(MIMO)实信道系统,在较弱的半可逆条件下,为实现该系统中实多值信号的高效、快速盲检测,采用直接盲多用户检测,将多值信号转化成二值信号的线性组合,通过矩阵变换的方法把多值信号盲检测问题转化为一个带约束的二次规划问题,通过对转化后的优化问题的处理实现信号的盲检测,并以4PAM信号为例进行了仿真。仿真结果表明,与经典的子空间算法相比,该算法表现出了良好的性能和更广泛的应用范围。 展开更多
关键词 公零点 多输入多输出 多值信号 均衡器 盲检测
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A NEW THRESHOLD MULTI-PROXY MULTI-SIGNATURE SCHEME 被引量:3
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作者 Kang Baoyuan Han Jingguang Wang Qinju 《Journal of Electronics(China)》 2006年第4期560-563,共4页
This paper proposes a threshold mult-proxy multi-signature scheme with share verification. In the scheme, a subset of original signers allows a designated group of proxy signers to sign on behalf of the original group... This paper proposes a threshold mult-proxy multi-signature scheme with share verification. In the scheme, a subset of original signers allows a designated group of proxy signers to sign on behalf of the original group. A message m has to be signed by a subset of proxy signers who can represent the proxy group. Then, the proxy signature is sent to the verifier group. A subset of verifiers in the verifier group can also represent the group to authenticate the proxy signature. In other words, some threshold values will be given to indicate the number of persons to represent a group to authorize the signing capability or to sign a message or to verify the proxy signature. 展开更多
关键词 CRYPTOGRAPHY Digital signature MULTI-PROXY MULTI-SIGNATURE
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Matched Field Localization Based on CS-MUSIC Algorithm 被引量:2
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作者 GUO Shuangle TANG Ruichun +1 位作者 PENG Linhui JI Xiaopeng 《Journal of Ocean University of China》 SCIE CAS 2016年第2期254-260,共7页
The problem caused by shortness or excessiveness of snapshots and by coherent sources in underwater acoustic positioning is considered.A matched field localization algorithm based on CS-MUSIC(Compressive Sensing Multi... The problem caused by shortness or excessiveness of snapshots and by coherent sources in underwater acoustic positioning is considered.A matched field localization algorithm based on CS-MUSIC(Compressive Sensing Multiple Signal Classification) is proposed based on the sparse mathematical model of the underwater positioning.The signal matrix is calculated through the SVD(Singular Value Decomposition) of the observation matrix.The observation matrix in the sparse mathematical model is replaced by the signal matrix,and a new concise sparse mathematical model is obtained,which means not only the scale of the localization problem but also the noise level is reduced;then the new sparse mathematical model is solved by the CS-MUSIC algorithm which is a combination of CS(Compressive Sensing) method and MUSIC(Multiple Signal Classification) method.The algorithm proposed in this paper can overcome effectively the difficulties caused by correlated sources and shortness of snapshots,and it can also reduce the time complexity and noise level of the localization problem by using the SVD of the observation matrix when the number of snapshots is large,which will be proved in this paper. 展开更多
关键词 matched field processing compressed sensing CS MUSIC
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CIRCUIT TESTABLE DESIGN AND UNIVERSAL TEST SETS FOR MULTIPLE-VALUED LOGIC FUNCTIONS
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作者 Pan Zhongliang 《Journal of Electronics(China)》 2007年第1期138-144,共7页
The circuit testable realizations of multiple-valued functions are studied in this letter. First of all,it is shown that one vector detects all skew faults in multiplication modulo circuits or in addi-tion modulo circ... The circuit testable realizations of multiple-valued functions are studied in this letter. First of all,it is shown that one vector detects all skew faults in multiplication modulo circuits or in addi-tion modulo circuits,and n+1 vectors detect all skew faults in the circuit realization of multiple-valued functions with n inputs. Secondly,min(max) bridging fault test sets with n+2 vectors are pre-sented for the circuit realizations of multiple-valued logic functions. Finally,a tree structure is used instead of cascade structure to reduce the delay in the circuit realization,it is shown that three vec-tors are sufficient to detect all single stuck-at faults in the tree structure realization of multiple-valued logic functions. 展开更多
关键词 Multiple-valued logic Testable realization Single faults Bridging faults Skew faults.
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An algorithm for frequency estimation of signals composed of multiple single-tones
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作者 吴杰康 何奔腾 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2006年第2期179-184,共6页
The high-accuracy, wide-range frequency estimation algorithm for multi-component signals presented in this paper, is based on a numerical differentiation and central Lagrange interpolation. With the sample sequences, ... The high-accuracy, wide-range frequency estimation algorithm for multi-component signals presented in this paper, is based on a numerical differentiation and central Lagrange interpolation. With the sample sequences, which need at most 7 points and are sampled at a sample frequency of 25600 Hz, and computation sequences, using employed a formulation proposed in this paper, the frequencies of each component of the signal are all estimated at an accuracy of 0.001% over 1 Hz to 800 kHz with the amplitudes of each component of the signal varying from 1 V to 200 V and the phase angle of each component of the signal varying from 0° to 360°. The proposed algorithm needs at most a half cycle for the frequencies of each component of the signal under noisy or non-noisy conditions. A testing example is given to illustrate the proposed algorithm in Matlab environment. 展开更多
关键词 Multi-component signal Frequency estimation Numerical differentiation Lagrange interpolation
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