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Design of SH Aging Sensor for Real Time and Application in Sensing Network 实时SH老化传感器的设计及在传感网络中的应用
IF 1.7 Q2 Engineering Pub Date : 2020-01-01 DOI: 10.1109/CJECE.2019.2947573
Zhang Yuejun, Luan Zhicun, Ding Dailu, Wang Pengjun, Li Zhen, Li Liwei
One of the most important issues in deep nanoscale regime CMOS circuits is related to the time-dependent performance degradation caused by negative bias temperature instability (NBTI). The integration of online aging sensor is becoming attractive methodologies in monitoring performance degradation of circuit. The sensor can generate a warning signal, early warning of the occurrence of aging faults, to avoid unnecessary losses. To accurately capture the aging fault, a real-time aging sensor is proposed with mirror extraction setup and hold (SH) time method. The proposed aging sensor, which is on the basis of the standard flip-flop (FF), consists of an additional edge detector circuit, a detection window generator circuit, and an output warning circuit. Having the adaptive characteristic of detection window, aging sensor is able to adjust its NBTI effects and improve the stability. Also, the sensing network supports multiple paths online detection from many SH sensors for IP chip applications. Finally, the Camellia IP layout is inserted with 20 aging sensors and is implemented under 65-nm CMOS process. Experimental results demonstrate the effectiveness of area, power, and performance overheads. Compared with other state of the art, hardware efficiency is increased by 46%, and energy is decreased by about 37%.
深纳米级CMOS电路中最重要的问题之一是由负偏置温度不稳定性(NBTI)引起的时间依赖性性能下降。集成在线老化传感器已成为监测电路性能退化的重要方法。该传感器可以产生预警信号,提前预警老化故障的发生,避免不必要的损失。为了准确捕获老化故障,提出了一种基于镜像提取设置和保持时间(SH)方法的实时老化传感器。该老化传感器以标准触发器(FF)为基础,由附加的边缘检测器电路、检测窗口产生电路和输出报警电路组成。老化传感器具有检测窗口的自适应特性,能够调整其NBTI效应,提高稳定性。此外,传感网络支持多路径在线检测来自许多SH传感器的IP芯片应用。最后,在Camellia IP布局中插入20个老化传感器,并在65纳米CMOS工艺下实现。实验结果证明了面积、功率和性能开销的有效性。与其他先进技术相比,硬件效率提高了46%,能量降低了约37%。
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引用次数: 2
Neural Network Music Genre Classification 神经网络音乐类型分类
IF 1.7 Q2 Engineering Pub Date : 2020-01-01 DOI: 10.1109/CJECE.2020.2970144
Nikki Pelchat, Craig M. Gelowitz
Music genre classification utilizing neural networks (NNs) has achieved some limited success in recent years. Differences in song libraries, machine learning techniques, input formats, and types of NNs implemented have all had varying levels of success. This article reviews some of the machine learning techniques utilized in this area. It also presents research work on music genre classification. The research uses images of spectrograms generated from timeslices of songs as the input into an NN to classify the songs into their respective musical genres.
近年来,神经网络在音乐类型分类方面取得了一定的成功。歌曲库、机器学习技术、输入格式和实现的神经网络类型的差异都取得了不同程度的成功。本文回顾了该领域中使用的一些机器学习技术。介绍了音乐类型分类的研究工作。该研究使用歌曲时间片生成的谱图图像作为神经网络的输入,将歌曲分类为各自的音乐类型。
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引用次数: 10
Decision-Based Cooperative Spectrum Sensing Using Random Medium-Access Sequential Reporting 基于随机介质访问顺序报告的决策协同频谱感知
IF 1.7 Q2 Engineering Pub Date : 2020-01-01 DOI: 10.1109/CJECE.2020.2973627
A. Ahmed, A. A. Alkheir, H. Mouftah
Sequential reporting has the potential of reducing the duration of the reporting phase of the cooperative spectrum sensing (CSS) schemes, thereby increasing the overall system throughput. In this article, we study decision-based CSS using random medium-access sequential reporting and a K-out-of-M decision rule at the fusion center. Closed-form expressions are derived for the detection and false alarm probabilities as well as the average reporting time of two early termination sequential reporting schemes, assuming a reporting channel shared with the primary user (PU). Furthermore, a heuristic energy-based reporting priority scheme that favors cognitive radio (CR) terminals based on their capacity to detect the PU is proposed. Computer simulations are used to assess the accuracy of the derived expressions and to evaluate the proposed heuristic reporting priority scheme.
顺序报告有可能减少协同频谱感知(CSS)方案报告阶段的持续时间,从而提高整个系统的吞吐量。在本文中,我们在融合中心使用随机介质访问顺序报告和k -out- m决策规则来研究基于决策的CSS。在假定与主用户(PU)共享一个报告通道的情况下,导出了两种提前终止顺序报告方案的检测概率和虚警概率以及平均报告时间的封闭表达式。此外,提出了一种基于能量的启发式报告优先级方案,该方案根据认知无线电(CR)终端检测PU的能力对其有利。计算机模拟用于评估推导表达式的准确性,并评估提出的启发式报告优先级方案。
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引用次数: 0
A Real-Valued Toeplitz Matrix Method for DOA Estimation 一种用于DOA估计的实值Toeplitz矩阵方法
IF 1.7 Q2 Engineering Pub Date : 2020-01-01 DOI: 10.1109/CJECE.2020.3005226
Jianxiong Li, Deming Li, Xianguo Li
Based on the optimized coprime array (OpCA), we propose a real-valued Toeplitz matrix method. This article analyzes the feasibility of converting the manifold matrix of a virtual domain constructed from a physical array into a real-valued matrix, and the unitary estimation of signal parameters via rotational invariance technique is introduced to transform the equivalent received signal rearranged Toeplitz matrix into a real-valued matrix and obtain directions of arrival (DOAs). Moreover, the proposed method offers higher estimation accuracy. Simulations are demonstrated to prove the validity of this method.
基于优化的协素数阵列(OpCA),提出了一种实值Toeplitz矩阵方法。本文分析了将物理阵列构成的虚域的流形矩阵转化为实值矩阵的可行性,并利用旋转不变量技术对信号参数进行幺正估计,将接收到的等效重排Toeplitz矩阵转化为实值矩阵,得到了到达方向(DOAs)。此外,该方法具有较高的估计精度。仿真结果验证了该方法的有效性。
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引用次数: 0
Conical Swiss Roll Metamaterial Application for Slow-Light Waveguides 锥形瑞士卷超材料在慢光波导中的应用
IF 1.7 Q2 Engineering Pub Date : 2020-01-01 DOI: 10.1109/CJECE.2020.2969644
S. Komeylian, F. Mohammadi
The framework for designing and fabricating a slow-light waveguide structure with conical Swiss roll metamaterial core at Terahertz frequencies has been carried out in this article. In the earliest work, theoretical backgrounds based on Maxwell’s equations have been developed for anisotropic single-negative permeability slab waveguides and anisotropic metamaterial slab waveguides. Subsequently, simulation results fulfilled by the MATLAB programming tool verify extremely low group velocities in the aforementioned slab waveguides in the Terahertz regime frequency. A volumetric conical Swiss roll metamaterial has been proposed as a practical achievement for slow-light waveguides. Dispersion characteristics of the electromagnetic waves in the proposed conical Swiss roll metamaterial have been investigated using the CST simulation tool in Terahertz frequencies. Furthermore, a 2-D dispersion diagram fulfilled by CST and MATLAB validates highly electromagnetic field concentration as well as the presence of backward waves in the conical Swiss roll configuration.
本文给出了一种设计和制造太赫兹频率下锥形瑞士卷超材料芯慢光波导结构的框架。在早期的工作中,基于麦克斯韦方程组建立了各向异性单负渗透率平板波导和各向异性超材料平板波导的理论背景。随后,通过MATLAB编程工具实现的仿真结果验证了上述板状波导在太赫兹频率下的极低群速度。提出了一种体积锥形瑞士卷超材料,作为慢光波导的实用成果。利用CST仿真工具在太赫兹频率下研究了所提出的锥形瑞士卷超材料中电磁波的色散特性。此外,CST和MATLAB实现的二维色散图验证了在锥形瑞士卷结构中存在高电磁场集中和反向波。
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引用次数: 0
Threshold-Based Induction Motors Single- and Multifaults Diagnosis Using Discrete Wavelet Transform and Measured Stator Current Signal 基于离散小波变换和定子电流测量信号的异步电动机单故障和多故障阈值诊断
IF 1.7 Q2 Engineering Pub Date : 2020-01-01 DOI: 10.1109/CJECE.2020.2966114
M. Z. Ali, Xiaodong Liang
In this article, a threshold-based induction motor fault diagnosis method is proposed using the measured stator current signal. A 0.25-HP three-phase squirrel-cage induction motor fed directly online is tested in the laboratory with various single- and multielectrical faults under six different loading conditions. The discrete wavelet transform (DWT) is chosen as the signal processing technique for the measured stator currents. The threshold and energy values at each decomposition level of the DWT processing results are evaluated. Threshold values appear to be more consistent than energy values at different measured data windows, and thus, the threshold at the decomposition level d8 is chosen as a fault indicator. Curve fitting equations are developed to calculate threshold values for the motor loadings that were not tested in experiments. The suitability using threshold values for induction motor fault diagnosis is further validated using two probabilistic methods, the correlation analysis and the confidence interval estimation.
本文提出了一种基于阈值的异步电动机定子电流信号故障诊断方法。在实验室对一台在线直接馈电的0.25 hp三相鼠笼式异步电动机进行了6种不同负载条件下的单、多电气故障测试。采用离散小波变换(DWT)作为定子电流测量信号处理技术。对DWT处理结果在每个分解层次上的阈值和能量值进行了评价。在不同的测量数据窗口,阈值似乎比能量值更一致,因此,选择分解层d8的阈值作为故障指标。曲线拟合方程用于计算未在实验中测试的电机负载的阈值。采用相关分析和置信区间估计两种概率方法进一步验证了阈值在异步电机故障诊断中的适用性。
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引用次数: 8
Evolution Surfaces for Spatiotemporal Visualization of Vortex Features 涡旋特征时空可视化的演化曲面
IF 1.7 Q2 Engineering Pub Date : 2020-01-01 DOI: 10.1109/CJECE.2019.2917394
Simon Ferrari, Yaoping Hu, R. Martinuzzi
Turbulent fluid flow data are often 4-D, spatially and temporally complex, and require specific techniques for visualization. Common visualization techniques neglect the temporal aspect of this data, limiting the ability to convey feature motion, or offering the user a complicated visualization. To remedy this, we present an approach—evolution surfaces—focused on the spatiotemporal rendering of user-selected flow features (i.e., vortices). By abstracting the spatial representation of these features, the approach renders their spatiotemporal behavior with reduced visual complexity. The behavior of vortex features is presented as surfaces, with textures indicating properties of motion and evolution events (e.g., bifurcation and amalgamation) represented by the surface topology. We evaluated the approach on two data sets generated from empirical measurement and computational simulation (Re = 28 000 and Re = 1200, respectively). Our approach’s focus on handling evolution events makes it capable of visualizing higher Reynolds number (Re) flows than other surface-based techniques. This approach has been assessed by fluid dynamicists to assert the validity for flow analysis. Evolution surfaces offer a compact visualization of spatiotemporal vortex behaviors, opening potential avenues for exploration and analysis of fluid flows.
湍流流体流动数据通常是4-D的,在空间和时间上都很复杂,需要特定的可视化技术。常见的可视化技术忽略了这些数据的时间方面,限制了传达特征运动的能力,或者为用户提供复杂的可视化。为了解决这个问题,我们提出了一种方法-进化表面-专注于用户选择的流动特征(即漩涡)的时空渲染。通过抽象这些特征的空间表示,该方法以降低视觉复杂性的方式呈现它们的时空行为。涡旋特征的行为表现为表面,表面拓扑结构表示运动和演化事件的性质(如分叉和合并)。我们在两个由经验测量和计算模拟生成的数据集(Re = 28000和Re = 1200)上对该方法进行了评估。我们的方法专注于处理演化事件,这使得它比其他基于表面的技术能够可视化更高的雷诺数(Re)流。这种方法已被流体动力学家评估,以断言流动分析的有效性。演化表面提供了时空涡旋行为的紧凑可视化,为流体流动的探索和分析开辟了潜在的途径。
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引用次数: 3
Formulation of BLE Throughput Based on Node and Link Parameters 基于节点和链路参数的BLE吞吐量公式
IF 1.7 Q2 Engineering Pub Date : 2020-01-01 DOI: 10.1109/CJECE.2020.2968546
F. J. Dian, R. Vahidnia
We present a novel scheme to formulate the throughput and the average number of successfully transmitted packets in a multinode Bluetooth low-energy (BLE) platform during each connection event. In this scheme, the wireless link is considered to be error prone which leads to the existence of uncorrelated bit error. Our proposed scheme considers factors that cause a connection event to close. The effect of master’s scheduling algorithm and BLE parameters on this scheme are also discussed to establish a comprehensive study on finding the throughput of a peripheral node in a BLE network. It is clear that an analytical model to formulate the throughput of a node offers a beneficial guideline for understanding the BLE throughput and ultimately the types of applications for which BLE technology would be a suitable option. We performed extensive experiments on the BLE v4.2 platform to investigate the throughput of a BLE node in a multipacket data transmission during a connection event. The results of our experimental study show some of the deficiencies that exist in the existing BLE devices such as the limitation on the maximum allowable packets during a connection event or the design of the scheduling process used by the central node.
我们提出了一种新的方案来制定多节点蓝牙低功耗(BLE)平台在每次连接事件期间的吞吐量和平均成功传输数据包的数量。在该方案中,无线链路被认为是容易出错的,这会导致不相关误码的存在。我们提出的方案考虑了导致连接事件关闭的因素。讨论了主调度算法和BLE参数对该方案的影响,对BLE网络中外设节点的吞吐量进行了全面的研究。很明显,制定节点吞吐量的分析模型为理解BLE吞吐量提供了有益的指导,并最终为BLE技术将是合适选择的应用类型提供了有益的指导。我们在BLE v4.2平台上进行了大量的实验,以研究在连接事件期间多包数据传输中BLE节点的吞吐量。我们的实验研究结果显示了现有BLE设备存在的一些不足,例如在连接事件期间最大允许数据包的限制或中心节点使用的调度过程的设计。
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引用次数: 7
A Sufficient Condition for General QAM Complementary Sequence Pairs 一般QAM互补序列对的一个充分条件
IF 1.7 Q2 Engineering Pub Date : 2020-01-01 DOI: 10.1109/CJECE.2019.2920896
F. Zeng, Yue Zeng, Lisheng Zhang, Xiping He, Guixin Xuan, Zhenyu Zhang
This paper investigates the construction of QAM Golay complementary sequence pairs (CSPs) based on standard binary Golay–Davis–Jedwab (GDJ) CSPs. In order to guarantee that the proposed construction produces QAM Golay CSPs, a sufficient condition that the coefficients of offsets should satisfy is developed, which is fit for finding all the coefficients by a computer. In particular, all the coefficients of offsets over the 64- and 256-QAM constellations are given. The proposed construction includes Zeng’s and Ma et al.’s ones as special cases. The inputs of resultant sequence pairs are binary signals rather than quaternary ones, which means that the resulting sequences are fit for such QAM systems that merely depend on binary inputs. The obtained QAM Golay CSPs can be applied to orthogonal frequency division multiplexing systems so as to reduce peak envelope power of their signals.
本文研究了基于标准二进制Golay - davis - jedwab (GDJ)互补序列对的QAM Golay互补序列对(csp)的构建。为了保证所提出的结构产生QAM Golay csp,给出了偏移系数应满足的充分条件,该条件适合于用计算机求出所有的偏移系数。特别地,给出了64- qam和256-QAM星座上的所有偏移系数。本文提出的结构包括Zeng和Ma等人的结构作为特例。结果序列对的输入是二进制信号而不是四元信号,这意味着结果序列适合于仅依赖二进制输入的QAM系统。所得到的QAM Golay csp可以应用于正交频分复用系统,以降低其信号的峰值包络功率。
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引用次数: 1
Liquid Metal Reconfigurable Patch Antenna for Linear, RH, and LH Circular Polarization With Frequency Tuning 液态金属可重构贴片天线用于线性,RH和LH圆极化与频率调谐
IF 1.7 Q2 Engineering Pub Date : 2020-01-01 DOI: 10.1109/CJECE.2019.2904898
Arcesio Arbelaez, I. Goode, J. Gomez-Cruz, C. Escobedo, C. Saavedra
A microstrip circular patch antenna with frequency and polarization reconfigurability using liquid metal is presented. The antenna has a C-shaped slot cut at the center of the patch and reconfigurability is achieved using two putty containers and liquid metal to switch between four different states. Linear polarization (LP) is observed at 5.83 GHz when there is no liquid metal inside the containers. Depositing two liquid metal droplets in the containers yields circular polarization (CP) at 6 GHz. The right-hand CP (RHCP) is obtained when the right-most container is filled, and the left-hand CP (LHCP) is obtained when the leftmost container is filled with the liquid metal. When all containers are filled, LP is observed at 6.15 GHz. For the LP case, the antenna has a measured gain of 2.68 dB when all containers are filled and a measured gain of 3 dB when the containers are empty, and the axial ratios (ARs) are 19.65 dB (filled containers) and 23.74 dB (empty containers). When the LHCP is activated, the gain is 2.44 dB and the AR is 0.54 dB at 6 GHz. For RHCP, the gain is 2.37 dB and the AR is 1.5 dB at 6 GHz.
提出了一种利用液态金属实现频率和极化可重构的微带圆形贴片天线。天线在贴片的中心有一个c形的槽口,使用两个腻子容器和液态金属在四种不同的状态之间切换,实现了可重构性。当容器内没有液态金属时,在5.83 GHz处观察到线性极化(LP)。在容器中沉积两个液态金属液滴可产生6 GHz的圆偏振(CP)。当最右边的容器被填满时,得到右边的CP (RHCP),当最左边的容器被液态金属填满时,得到左边的CP (LHCP)。当所有容器都被装满时,观察到的LP频率为6.15 GHz。对于LP情况,当所有容器都被填充时,天线的测量增益为2.68 dB,当容器为空时,天线的测量增益为3 dB,轴向比(ARs)为19.65 dB(填充容器)和23.74 dB(空容器)。当LHCP被激活时,6 GHz时增益为2.44 dB, AR为0.54 dB。对于RHCP,在6 GHz时增益为2.37 dB, AR为1.5 dB。
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引用次数: 5
期刊
Canadian Journal of Electrical and Computer Engineering-Revue Canadienne De Genie Electrique et Informatique
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