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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
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
A 10-bit 200-kS/s 1.76-μW SAR ADC with Hybrid CAP-MOS DAC for Energy-Limited Applications 一个10位200-kS/s 1.76 μ w SAR ADC,带有混合CAP-MOS DAC,用于能量限制应用
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8351169
Hongshuai Zhang, Hong Zhang, Yan Song, Ruizhi Zhang
This paper presents a low-power and area efficient 10-bit SAR ADC with hybrid capacitive-MOS consisting of a 7-bit MSB capacitive DAC (CDAC) and a 3-bit LSB MOS DAC, which consumes less power and much smaller chip area than a pure CDAC. Instead of using a string of 8 MOS transistors to control one unit capacitor, the 3-bit LSB MOS DAC is realized by a MOS string with 4 native MOS transistors to control 2 unit capacitors, which allows higher voltage drop and more reliable operation for each unit MOS. The overall energy consumption of the proposed CAP-MOS DAC is reduced by 56.2% compared with a Vcm-based 10-bit pure CDAC. Under a 200-kS/s conversion rate, the prototype 10-bit SAR ADC is implemented in a 0.18-μm CMOS technology, showing an SNDR/ SFDR of 56.91 dB/68.56 dB at 99-kHz input under a 0.6-V power-supply, while consuming 1.76 μW at 200 kS/s for a FoM of 15.38 fJ/step. The peak DNL and INL are +0.27/−0.21 LSB and +0.43/−0.45 LSB, respectively. The ADC occupies a small active area of 0.097 mm2.
本文提出了一种低功耗、面积高效的10位混合电容-MOS SAR ADC,该ADC由7位MSB电容DAC (CDAC)和3位LSB MOS DAC组成,比纯CDAC功耗更低,芯片面积更小。3位LSB MOS DAC不是使用一串8个MOS晶体管来控制一个单位电容器,而是使用一串4个原生MOS晶体管来控制2个单位电容器,从而使每个单位MOS具有更高的压降和更可靠的工作。与基于vcm的10位纯CDAC相比,所提出的CAP-MOS DAC的总能耗降低了56.2%。在200-kS/s转换速率下,原型10位SAR ADC采用0.18 μm CMOS技术实现,在0.6 v电源下,在99-kHz输入时的SNDR/ SFDR为56.91 dB/68.56 dB,在200 kS/s时的FoM为15.38 fJ/步长,功耗为1.76 μW。峰值DNL和INL分别为+0.27/ - 0.21 LSB和+0.43/ - 0.45 LSB。ADC占用0.097 mm2的小有效面积。
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引用次数: 8
SystemC AMS Based Frameworks for Virtual Prototyping of Heterogeneous Systems 基于SystemC AMS的异构系统虚拟样机框架
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8351864
F. Pêcheux, C. Grimm, Torsten Mähne, M. Barnasconi, K. Einwich
This paper presents the past, present, and perspectives of the SystemC AMS standard as well as several commercial and academic frameworks gravitating around it that have been used to develop use cases in various cyber physical domains. After an overview of the standard, two frameworks are described: the COSIDE environment that supports the virtual prototyping of embedded HW/SW systems and its interaction with AMS circuits. Second, the SICYPHOS framework that integrates SystemC AMS into the overall system development ecosystem. By an example we give details how SystemC AMS can be coupled with other simulation tools (OpenModelica) while keeping simulation speed and accuracy high. Another example shows how SystemC AMS can be used as foundation technology to create specialized user-defined models of computation (MoC).
本文介绍了SystemC AMS标准的过去、现在和前景,以及围绕它的几个商业和学术框架,这些框架已被用于开发各种网络物理领域的用例。在对标准进行概述之后,描述了两个框架:支持嵌入式硬件/软件系统虚拟原型的COSIDE环境及其与AMS电路的交互。第二,SICYPHOS框架,将SystemC AMS集成到整个系统开发生态系统中。通过一个例子,我们详细介绍了SystemC AMS如何与其他仿真工具(OpenModelica)相结合,同时保持较高的仿真速度和精度。另一个例子显示了如何使用SystemC AMS作为基础技术来创建专门的用户定义计算模型(MoC)。
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引用次数: 11
A 0.4 V 6.4 μW 3.3 MHz CMOS Bootstrapped Relaxation Oscillator with ±0.71% Frequency Deviation over −30 to 100 °C for Wearable and Sensing Applications 一种0.4 V 6.4 μW 3.3 MHz CMOS自举弛豫振荡器,频率偏差±0.71%,范围为- 30至100°C,适用于可穿戴和传感应用
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8351650
Ka-Meng Lei, Pui-in Mak, R. Martins
Wearable and sensing electronics are evolving towards energy harvesting from the environment (e.g. thermal and solar energy). Ultra-low-voltage (ULV) circuits that allow direct-powering by sub-0.5 V energy sources can maximize the power efficiency. This work is a 0.4 V 65 nm CMOS relaxation oscillator with bootstrapped logic gates and outputs. The bootstrapped logic gates enable an output swing of 1.15 V surmounting the adverse effect of ULV digital circuits without extra voltage source. The ULV comparator with bulk-driven-inputs shows an 18 dB gain with 3 cascaded stages. Also, featuring a background delay-time cancellation scheme, the 3.3 MHz relaxation oscillator with built-in calibration exhibits a frequency deviation of ±0.71% and ±0.57% against temperature (−30 to 100 °C) and voltage (0.36 to 0.44 V) variations, respectively, from Monte-Carlo simulations (N=30). The simulated power consumption is 6.4 μW, resulting in an energy efficiency of 1.9 pJ per cycle.
可穿戴和传感电子设备正朝着从环境中收集能量(例如热能和太阳能)的方向发展。超低电压(ULV)电路允许通过低于0.5 V的能量源直接供电,可以最大限度地提高功率效率。这项工作是一个0.4 V 65 nm CMOS弛缓振荡器,具有自举逻辑门和输出。自举逻辑门使输出摆幅为1.15 V,克服了无额外电压源的超低电压数字电路的不利影响。具有批量驱动输入的ULV比较器具有3级联级,增益为18db。此外,内置校准的3.3 MHz弛豫振荡器具有背景延迟时间抵消方案,与蒙特卡罗模拟(N=30)相比,对温度(- 30至100°C)和电压(0.36至0.44 V)变化的频率偏差分别为±0.71%和±0.57%。模拟功耗为6.4 μW,每周期的能效为1.9 pJ。
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引用次数: 2
Live Demonstration: Body-Bias Based Performance Monitoring and Compensation for a Near-Threshold Multi-Core Cluster in 28nm FD-SOI Technology 现场演示:基于体偏置的28nm FD-SOI技术近阈值多核集群的性能监测和补偿
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8351586
Alfio Di Mauro, D. Rossi, A. Pullini, P. Flatresse, L. Benini
Energy efficiency is a crucial aspect in modern SoCs. Common strategies like aggressive voltage scaling and parallel processing have enabled major improvements in active energy efficiency. However, the big impact of process variations, as well as the temperature sensitivity of devices operating in near threshold force digital designers to adopt very conservative margins for timing closure.
能源效率是现代soc的一个重要方面。诸如积极的电压缩放和并行处理等常见策略使主动能源效率得到了重大改进。然而,工艺变化的巨大影响,以及在阈值附近运行的设备的温度敏感性,迫使数字设计师采用非常保守的时间关闭余量。
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引用次数: 0
Vibration and Thermal Energy Harvesting System for Automobiles with Impedance Matching and Wake-up 阻抗匹配唤醒的汽车振动热能收集系统
Pub Date : 2018-05-27 DOI: 10.1109/ISCAS.2018.8351419
Ji Hoon Hyun, Long Huang, D. Ha
This paper presents a system for vibration and thermal energy harvesting from automobiles, and it intends to power wireless sensor nodes. Two main features of the proposed circuit are impedance matching to extract maximum power and wake-up to incorporate sleep mode. Two separate buck-boost converters in discontinuous conduction mode are used for impedance matching. A wake-up circuit senses the vibration energy generated by a piezoelectric cantilever (PZT). When a car is turned off, the wake-up circuit deactivates the two converters, and the entire circuit goes into sleep mode to save power. The proposed circuit charges a capacitor to power a wireless sensor node, and is able to cold start. The proposed circuit is prototyped with discrete components. Experimental results show that the proposed system harvests peak power of 3.4 mW and these results also demonstrate that a wireless sensor node can be powered by the proposed system.
本文提出了一种汽车振动和热能收集系统,该系统旨在为无线传感器节点供电。该电路的两个主要特征是阻抗匹配以提取最大功率和唤醒以合并睡眠模式。在不连续传导模式下,两个独立的降压-升压变换器用于阻抗匹配。唤醒电路感知由压电悬臂梁(PZT)产生的振动能量。当汽车关闭时,唤醒电路使两个转换器失效,整个电路进入睡眠模式以节省电力。该电路对电容充电,为无线传感器节点供电,并能冷启动。所提出的电路的原型是离散元件。实验结果表明,该系统可获得3.4 mW的峰值功率,也证明了该系统可以为无线传感器节点供电。
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引用次数: 15
期刊
2018 IEEE International Symposium on Circuits and Systems (ISCAS)
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