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2018 IEEE International Symposium on Circuits and Systems (ISCAS)最新文献

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Random Subsampling based Signal Detection for Spatial Correlated Massive MIMO Channels 基于随机子采样的空间相关海量MIMO信道信号检测
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8351619
Pascal Seidel, Benjamin Knoop, Sebastian Schmale, Daniel Gregorek, S. Paul, Jochen Rust
Massive MIMO systems have become more popular in wireless communications due to their improved spectral efficiency compared to existing small-scale MIMO systems. However, current estimation methodes take too long for larger numbers of antennas. In this paper, a near-optimal iterative linear signal detection for massive MIMO is introduced exploiting the random projection method to approximate the channel matrix in a significantly lower dimensional space. This is then used as a preconditioner in the conjugate gradient least squares algorithm to enhance the convergence rate. For evaluation, different scenarios of spatial correlation in a massive MIMO system are considered. In contrast to other low-complexity signal detectors, our approach achieves excellent results in terms of robustness and determined latency.
与现有的小规模MIMO系统相比,大规模MIMO系统由于其频谱效率的提高而在无线通信中变得越来越流行。然而,目前的估计方法对于天线数量较大的情况需要很长时间。本文提出了一种大规模MIMO的近最优迭代线性信号检测方法,利用随机投影法在明显较低维空间中逼近信道矩阵。然后将其用作共轭梯度最小二乘算法的预条件,以提高收敛速度。为了进行评估,考虑了大规模MIMO系统中不同的空间相关情况。与其他低复杂度信号检测器相比,我们的方法在鲁棒性和确定的延迟方面取得了出色的结果。
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引用次数: 2
A Neuromorphic Approach to Path Integration: A Head-Direction Spiking Neural Network with Vision-driven Reset 路径整合的神经形态方法:具有视觉驱动复位的头部方向尖峰神经网络
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8351509
Raphaela Kreiser, M. Cartiglia, Julien N. P. Martel, J. Conradt, Yulia Sandamirskaya
Simultaneous localization and mapping (SLAM) is one of the core tasks of mobile autonomous robots. Looking for power efficient and embedded solutions for SLAM is an important challenge when building controllers for small and agile robots. Biological neural systems of even simple animals are until now unprecedented in their ability to localize themselves in an unknown environment. Neuromorphic engineering offers ultra low-power and compact computing hardware, in which biologically inspired neuronal architectures for SLAM can be realised. In this paper, we propose an on chip approach for one of the components of SLAM: path integration. Our solution takes inspiration from biology and uses motor command information to estimate the orientation of an agent solely in a spiking neural network. We realise this network on a neuromorphic device that implements artificial neurons and synapses with analog electronics. The neural network receives visual input from an event-based camera and uses this information to correct the on-chip spiking neurons estimate of the robot's orientation. This system can be easily integrated with other localization and mapping components on chip and is a step towards a fully neuromorphic SLAM.
同时定位与映射(SLAM)是移动自主机器人的核心任务之一。在为小型敏捷机器人构建控制器时,为SLAM寻找节能和嵌入式解决方案是一个重要的挑战。即使是简单动物的生物神经系统在未知环境中定位自己的能力也是前所未有的。神经形态工程提供了超低功耗和紧凑的计算硬件,其中生物启发的SLAM神经元架构可以实现。在本文中,我们提出了一种SLAM组件之一的片上方法:路径集成。我们的解决方案从生物学中获得灵感,并使用运动命令信息来估计单独在脉冲神经网络中的代理的方向。我们在一个神经形态设备上实现了这个网络,这个设备用模拟电子技术实现了人工神经元和突触。神经网络接收来自基于事件的摄像机的视觉输入,并使用这些信息来校正芯片上的尖峰神经元对机器人方向的估计。该系统可以很容易地与芯片上的其他定位和映射组件集成,是迈向完全神经形态SLAM的一步。
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引用次数: 28
Guided Wave Based Acoustic Communications in Structural Health Monitoring Systems in the Presence of Structural Defects 存在结构缺陷的结构健康监测系统中基于导波的声通信
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8351339
Christian Kexel, M. Mälzer, J. Moll
In this paper, we demonstrate a numerical as well as an experimental proof of concept for digital wireless communication in damaged plate-like structures using ultrasonic guided waves. The feasibility of a simple on-off keying modulation scheme is shown which does not require advanced signal processing even though multiple wave modes are present. First, a simulation study aims at investigating multibit communication over an isotropic aluminum plate in the presence of a notch-type defect. Furthermore, we conduct an experimental study in which we observe communication for severe cut-like damages. The presented data communication scheme might be utilized in future structural health monitoring systems which may provide at the same time both data communication as well as the detection of defects.
在本文中,我们展示了利用超声导波在损伤的板状结构中进行数字无线通信的概念的数值和实验证明。证明了一种简单的开关键控调制方案的可行性,该方案不需要高级信号处理,即使存在多个波形模式。首先,模拟研究了在存在缺口型缺陷的各向同性铝板上的多比特通信。此外,我们进行了一项实验研究,在该研究中,我们观察了严重切割样损伤的通信。所提出的数据通信方案可用于未来的结构健康监测系统,该系统可同时提供数据通信和缺陷检测。
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引用次数: 12
A Comprehensive Method to Taxonomize Mechanical Energy Harvesting Technologies 机械能量收集技术分类的综合方法
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8350907
P. Díez, I. Gabilondo, E. Alarcón, F. Moll
Traditional industry is experiencing a worldwide development with Industry 4.0. Wireless sensor networks (WSNs) have a main role in this revolution as an essential part of data acquisition. The way in which WSNs are powered is one of the main challenges to face if Industry wants to achieve the digital transformation. Energy harvesting technologies are one of the possible solutions to this challenge. The main purpose of this paper is to present a novel method to taxonomize knowledge in the field of mechanical energy harvesting in order to enhance the use of energy harvesting technologies for industrial applications. Additionally, the taxonomy allows to identify upcoming challenges for research purposes.
随着工业4.0的到来,传统工业正在经历一场全球性的发展。无线传感器网络(WSNs)作为数据采集的重要组成部分,在这场革命中发挥了重要作用。如果行业想要实现数字化转型,无线传感器网络的供电方式是面临的主要挑战之一。能量收集技术是应对这一挑战的可能解决方案之一。本文的主要目的是提出一种新的机械能量收集领域知识分类方法,以提高能量收集技术在工业应用中的应用。此外,该分类法还可以为研究目的确定即将到来的挑战。
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引用次数: 8
A Low Forward Bias Active Diode Circuit for Electrostatic Energy Harvesters 用于静电能量采集器的低正向偏压有源二极管电路
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8351218
Mark Lipski, Yin Li, M. Misra, S. Gregori
This paper presents a MOS active diode circuit that is suitable for energy harvesting applications. The proposed active diode has a minimized reverse leakage and achieves a low forward voltage. The design is implemented and simulated in TSMC 65 nm CMOS technology. Compared to the diode-connected MOS transistor, which has a forward voltage around 300 to 400 mV, the proposed diode demonstrates a near zero forward voltage with minimum supply voltage. The application of the proposed design is demonstrated through a regenerative energy harvester, and the performance is simulated and compared with measurement results from a harvester with regular diodes.
本文提出了一种适用于能量收集应用的MOS有源二极管电路。所提出的有源二极管具有最小化的反向泄漏,并实现低正向电压。该设计在台积电65nm CMOS工艺下进行了实现和仿真。与二极管连接的MOS晶体管相比,其正向电压约为300至400 mV,所提出的二极管显示出接近零的正向电压和最小的电源电压。通过一个可再生能源采集器验证了该设计的应用,并对其性能进行了仿真,并与常规二极管采集器的测量结果进行了比较。
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引用次数: 6
Masking Effects Based Rate Control Scheme for High Efficiency Video Coding 基于掩蔽效应的高效视频编码速率控制方案
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8351023
Hao Wang, Li Song, Rong Xie, Zhengyi Luo, Xiangwen Wang
This paper presents a masking effects based rate control scheme for high efficiency video coding (HEVC). Rate control is regarded as a very effective tool to improve the performance of video coding under the limited bandwidth. However, the state-of-the-art rate control algorithm based on R-X model ignores the characteristics of human visual system (HVS), which leads to poor performance in subjective quality. Moreover, some structural similarity (SSIM) or saliency based perceptual rate control algorithms only consider spatial characteristics. Since spatial and temporal visual masking effects can better reflect the characteristics of HVS, in this paper masking effects based perceptual factor for coding tree unit (CTU) is proposed, which takes both texture complexity and motion information into account. Then the proposed perceptual factor is utilized to guide bit allocation in CTU-level rate control. Experimental results show that the proposed scheme can effectively improve the coding performance compared with the R-λ algorithm.
提出了一种基于掩蔽效应的高效视频编码速率控制方案。速率控制被认为是在有限带宽下提高视频编码性能的一种非常有效的工具。然而,目前基于R-X模型的速率控制算法忽略了人类视觉系统(HVS)的特性,导致主观质量表现不佳。此外,一些基于结构相似性(SSIM)或显著性的感知速率控制算法只考虑空间特征。由于时空视觉掩蔽效果能更好地反映HVS的特征,本文提出了基于掩蔽效果的编码树单元感知因子(CTU),该方法同时考虑了纹理复杂性和运动信息。然后利用所提出的感知因子来指导cpu级速率控制中的比特分配。实验结果表明,与R-λ算法相比,该方案能有效提高编码性能。
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引用次数: 7
An Embedded Environmental Control Micro-chamber System for RRAM Memristor Characterisation 嵌入式环境控制微室系统用于RRAM忆阻器的表征
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8351673
Thomas Abbey, Alexandru Serb, N. Vasilakis, L. Michalas, A. Khiat, S. Stathopoulos, T. Prodromakis
Environmental conditions can greatly affect the performance of semiconductor devices. Great sophistication has thus gone into developing versatile systems that allow benchmarking of operating characteristics under a variety of temperature and humidity conditions. Recently, Resistive Random Access Memory (RRAM) technologies, also known as memristors, have received a lot of attention for memory and computing applications. This interest is showcased by several reports on technology and applications developments, as well as developments on the underpinning infrastructure, i.e. models and characterization tools, that renders such technologies useful. Several international research groups and companies are nowadays using ArC One™, a versatile instrument that allows en masse characterization of RRAM technologies, as has been presented previously in several demo sessions at ISCAS. In this work, we present a newly developed module that expands ArC One™ capabilities through incorporating an environmental control system. The proposed module condenses the functionality of significantly larger, more complex and higher cost systems into a low cost, small form-factor and user friendly desktop-operated device. The system allows for temperature, atmospheric composition and humidity control and can be used for studying the impact of such settings on the electrical characteristics of RRAM technologies.
环境条件对半导体器件的性能有很大的影响。因此,在开发各种温度和湿度条件下允许对操作特性进行基准测试的通用系统方面,已经取得了很大的进展。近年来,电阻式随机存取存储器(RRAM)技术,也被称为忆阻器,在存储和计算应用中受到了广泛的关注。这种兴趣通过一些关于技术和应用程序开发的报告,以及关于基础设施的开发,即模型和表征工具,展示出来,这些基础设施使这些技术变得有用。目前,一些国际研究小组和公司正在使用ArC One™,这是一种多功能仪器,可以对RRAM技术进行大规模表征,正如之前在ISCAS的几次演示会议上所展示的那样。在这项工作中,我们提出了一个新开发的模块,通过结合环境控制系统扩展了ArC One™的功能。拟议的模块将更大、更复杂和更高成本系统的功能浓缩为低成本、小尺寸和用户友好的桌面操作设备。该系统允许温度、大气成分和湿度控制,可用于研究这些设置对RRAM技术电气特性的影响。
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引用次数: 4
Lossless Two-Layer Coding using Histogram Packing Technique for HDR Images 基于直方图打包技术的HDR图像无损双层编码
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8351220
Osamu Watanabe, H. Kobayashi, H. Kiya
A novel method using the histogram packing technique with the two-layer coding having the backward compatibility to the legacy JPEG for base layer is proposed in this paper. The histogram sparseness of HDR images is discussed and it is pointed out that the histogram packing technique considering the sparseness is able to improve the performance of lossless compression for HDR images. The experimental results demonstrate that not only the proposed method has a higher compression performance than that of the JPEG XT part 8, but also there is no need to determine image-dependent parameter values for good compression performance. Moreover, the base layer produced by the proposed method has the backward compatibility to the well known legacy JPEG standard.
本文提出了一种利用直方图填充技术进行双层编码的新方法,该方法对底层的传统JPEG具有向后兼容性。讨论了HDR图像的直方图稀疏性,指出考虑稀疏性的直方图填充技术能够提高HDR图像的无损压缩性能。实验结果表明,该方法不仅具有比JPEG XT part 8更高的压缩性能,而且无需确定与图像相关的参数值即可获得良好的压缩性能。此外,该方法生成的基础层对众所周知的传统JPEG标准具有向后兼容性。
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引用次数: 7
Steady-State Analysis of Electronic Electrostatic Generators 电子静电发生器的稳态分析
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8350986
A. Queiroz
This paper presents a systematic procedure for the formulation of the equations required for the analysis of electrostatic generators used for energy harvesting, considering specially the behavior when operating at steady state connected to a DC/DC converter. The generators are considered composed of variable and fixed capacitors, diodes, a switch representing the converter, and may include voltage sources too. The required equations are obtained in matrix form, and usually can be solved algebraically. Examples are then presented, with the application of the procedure in the analysis of several structures, most not previously analyzed in detail.
本文提出了一种系统的方法,用于分析用于能量收集的静电发生器,特别考虑了它在与DC/DC变换器连接时的稳态运行行为。发电机被认为是由可变和固定电容器、二极管、代表转换器的开关组成的,也可能包括电压源。所需的方程以矩阵形式得到,通常可以用代数方法求解。然后给出了实例,并应用该程序分析了几个结构,其中大多数以前没有详细分析过。
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引用次数: 2
Enhancing Fundamental Energy Limits of Field-Coupled Nanocomputing Circuits 增强场耦合纳米计算电路的基本能量限制
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8351150
Jeferson F. Chaves, M. A. Ribeiro, F. Sill, O. V. Neto
Energy dissipation of future integrated systems, consisting of a myriad of devices, is a challenge that cannot be solved solely by emerging technologies and process improvements. Even though approaches like Field-Coupled Nanocomputing allow computations near the fundamental energy limits, there is a demand for strategies that enable the recycling of bits' energy to avoid thermalization of information. In this direction, we propose a new kind of partially reversible systems by exploiting fan-outs in logic networks. We have also introduced a computationally efficient method to evaluate the gain obtained by our strategy. Simulation results for state-of-the-art benchmarks indicate an average reduction of the fundamental energy limit by 17% without affecting the delay. If delay is not the main concern, the average reduction reaches even 51%. To the best of our knowledge, this work presents the first post-synthesis strategy to reduce fundamental energy limits for Field-Coupled Nanocomputing circuits.
未来集成系统的能量耗散,包括无数的设备,是一个挑战,不能仅仅通过新兴技术和工艺改进来解决。尽管像场耦合纳米计算这样的方法允许接近基本能量极限的计算,但仍然需要能够回收比特能量以避免信息热化的策略。在这个方向上,我们提出了一种新的利用逻辑网络中的扇出的部分可逆系统。我们还介绍了一种计算效率高的方法来评估我们的策略所获得的增益。最先进基准的模拟结果表明,在不影响延迟的情况下,基本能量限制平均降低17%。如果延迟不是主要问题,平均降幅甚至达到51%。据我们所知,这项工作提出了第一个降低场耦合纳米计算电路基本能量限制的合成后策略。
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引用次数: 6
期刊
2018 IEEE International Symposium on Circuits and Systems (ISCAS)
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