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2016 IEEE International Symposium on Circuits and Systems (ISCAS)最新文献

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Efficient architecture for soft-output massive MIMO detection with Gauss-Seidel method 高斯-塞德尔法软输出海量MIMO检测的高效体系结构
Pub Date : 2016-05-22 DOI: 10.1109/ISCAS.2016.7538940
Zhizhen Wu, Chuan Zhang, Ye Xue, Shugong Xu, X. You
In massive multiple-input multiple-output (MIMO) uplink, the minimum mean square error (MMSE) algorithm is near-optimal and linear, but still suffers from high-complexity of matrix inversion. Based on Gauss-Seidel (GS) method, an efficient architecture for massive MIMO soft-output detection is proposed in this paper. To further accelerate the convergence rate of the conventional GS method with acceptable overhead complexity, a truncated Neumann series of the first 2 terms, is employed for initialization. The architecture can meet various application requirements by flexibly adjusting the number of iterations. FPGA implementation for a 128 × 8 MIMO demonstrates its advantages in both hardware efficiency and flexibility.
在大规模多输入多输出(MIMO)上行链路中,最小均方误差(MMSE)算法具有近似最优和线性的特点,但仍然存在矩阵反演的高复杂度。基于高斯-塞德尔(GS)方法,提出了一种高效的大规模MIMO软输出检测体系结构。为了在可接受的开销复杂度下进一步加快常规GS方法的收敛速度,采用前2项截断的Neumann级数进行初始化。该体系结构可以通过灵活调整迭代次数来满足各种应用需求。128 × 8 MIMO的FPGA实现证明了其在硬件效率和灵活性方面的优势。
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引用次数: 92
Neural tissue and brain interfacing CMOS devices — An introduction to state-of-the-art, current and future challenges 神经组织和脑接口CMOS器件-介绍最先进的,当前和未来的挑战
Pub Date : 2016-05-22 DOI: 10.1109/ISCAS.2016.7538925
R. Thewes, G. Bertotti, N. Dodel, S. Keil, S. Schroder, K. Boven, G. Zeck, M. Mahmud, S. Vassanelli
An overview and introduction is given concerning CMOS chips used for neural tissue interfacing. Some basics in the biological domain are discussed as well as extracellular neural tissue interfacing approaches, design philosophies applied to high spatiotemporal resolution devices, in-vitro and in-vivo applications, and related challenges in the engineering domain.
本文对用于神经组织接口的CMOS芯片进行了综述和介绍。讨论了生物领域的一些基础知识,以及细胞外神经组织接口方法,应用于高时空分辨率设备的设计理念,体外和体内应用,以及工程领域的相关挑战。
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引用次数: 15
Live demonstration: An implantable wireless multi-channel neural prosthesis for epidural stimulation 现场演示:用于硬膜外刺激的可植入无线多通道神经假体
Pub Date : 2016-05-22 DOI: 10.1109/ISCAS.2016.7539063
D. Jiang, C. Eder, T. Perkins, A. Vanhoestenberghe, Matthew Schormans, Fangqi Liu, V. Valente, N. Donaldson, A. Demosthenous
A fully implantable multi-channel neural prosthesis for epidural stimulation will be demonstrated. The prosthesis features three telemetry-operated independent stimulators providing in total eighteen stimulation channels. The stimulator circuits were implemented in a 0.6-μm CMOS technology. The prosthesis is protected in a hermetically sealed ceramic enclosure and encapsulated in medical grade silicone rubber for long-term implantation. During the live demonstration in-vitro tests with electrodes in saline will be performed with the prosthesis operated wirelessly from a remote computer.
一个完全植入式多通道神经假体硬膜外刺激将被证明。该假体具有三个遥测操作的独立刺激器,提供总共18个刺激通道。刺激电路采用0.6 μm CMOS技术实现。假体被保护在一个密封的陶瓷外壳中,并被封装在医用级硅橡胶中,以便长期植入。在现场演示期间,将通过远程计算机无线操作假体,在生理盐水中进行电极体外测试。
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引用次数: 0
A new L1-regularized time-varying autoregressive model for brain connectivity estimation: A study using visual task-related fMRI data 一种新的l1正则化时变自回归脑连通性估计模型:基于视觉任务相关fMRI数据的研究
Pub Date : 2016-05-22 DOI: 10.1109/ISCAS.2016.7527162
Li Zhang, Z. Fu, S. Chan, H. C. Wu, Z. G. Zhang
Studies of time-varying or dynamic brain connectivity (BC) using functional magnetic resonance imaging (fMRI) are crucial to understand the relationship between different brain regions. This paper presents a novel method for estimating dynamic BC using a time-varying multivariate autoregressive (AR) model with spatial sparsity and temporal continuity constraints. The problem is formulated as a maximum a posterior probability (MAP) estimation problem and solved as a least square problem with Li-regularization for imposing the constraints. The Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) method is employed to estimate the model parameters for making inference of dynamic BC. The proposed method was evaluated using synthetic data and visual checkerboard task experiment fMRI data. The results show that the method can effectively capture transient information transfer among visual-related brain regions whereas controlled areas not related to the process remain inactive. These verify the effectiveness and reduced variance of the proposed method for investigating dynamic task-related BC from fMRI data.
利用功能磁共振成像(fMRI)研究时变或动态脑连通性(BC)对于理解不同脑区之间的关系至关重要。提出了一种利用具有空间稀疏性和时间连续性约束的时变多元自回归(AR)模型估计动态BC的新方法。该问题被表述为最大后验概率(MAP)估计问题,并通过li -正则化来求解约束条件的最小二乘问题。采用有限记忆Broyden-Fletcher-Goldfarb-Shanno (L-BFGS)方法估计模型参数,进行动态BC推理。利用合成数据和视觉棋盘任务实验fMRI数据对该方法进行了评价。结果表明,该方法可以有效地捕获视觉相关脑区之间的瞬时信息传递,而与该过程无关的控制区域则保持不活动状态。这些验证了从fMRI数据中研究动态任务相关BC的有效性和减少的方差。
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引用次数: 0
Low-power EEG monitor based on compressed sensing with compressed domain noise rejection 基于压缩感知和压缩域噪声抑制的小功率脑电监护
Pub Date : 2016-05-22 DOI: 10.1109/ISCAS.2016.7527292
Nicola Bertoni, Bathiya Senevirathna, Fabio Pareschi, Mauro Mangia, R. Rovatti, P. Abshire, J. Simon, G. Setti
Wireless sensor nodes capable of acquiring and transmitting biosignals are increasingly important to address future needs in healthcare monitoring. One of the main issues in designing these systems is the unavoidable energy constraint due to the limited battery lifetime, which strictly limits the amount of data that may be transmitted. Compressed Sensing (CS) is an emerging technique for introducing low-power, real-time compression of the acquired signals before transmission. The recently developed rakeness approach is capable of further increasing CS performance. In this paper we apply the rakeness-CS technique to enhance compression capabilities for electroencephalographic (EEG) signals, and particularly for Evoked Potentials (EP), which are recordings of the neural activity evoked by the presentation of a stimulus. Simulation results demonstrate that EPs are correctly reconstructed using rakeness-CS with a compression factor of 16. Additionally, some interesting denoising capabilities are identified: the high-frequency noise components are rejected and the 60 Hz power line noise is decreased by more than 20dB with respect to the state-of-the-art filtering when rakeness-CS techniques are applied to the EEG data stream.
能够获取和传输生物信号的无线传感器节点对于解决未来医疗监测的需求越来越重要。设计这些系统的主要问题之一是由于电池寿命有限而不可避免的能量限制,这严格限制了可能传输的数据量。压缩感知(CS)是一种新兴的技术,用于在传输前对采集到的信号进行低功耗、实时的压缩。最近开发的rakeness方法能够进一步提高CS性能。在本文中,我们应用rakeness-CS技术来增强脑电图(EEG)信号的压缩能力,特别是对诱发电位(EP)的压缩能力,诱发电位是由刺激的呈现引起的神经活动的记录。仿真结果表明,利用rakeness-CS对EPs进行了正确的重构,压缩系数为16。此外,还确定了一些有趣的去噪功能:当将rakeness-CS技术应用于脑电图数据流时,与最先进的滤波相比,高频噪声成分被拒绝,60 Hz电源线噪声降低了20dB以上。
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引用次数: 9
Inductive power transfer system with a rotary transformer for contactless energy transfer on rotating applications 带旋转变压器的感应电力传输系统,用于旋转应用中的非接触能量传输
Pub Date : 2016-05-22 DOI: 10.1109/ISCAS.2016.7538876
Stefan Ditze, Achim Endruschat, T. Schriefer, A. Rosskopf, T. Heckel
This paper examines an inductive power transfer (IPT) system with a rotary transformer as an alternative solution to slip ring systems for a contactless energy transfer to rotating equipment. A prototype system is set up, consisting of a rotating ball bearing shaft and an exemplary sensor circuit mounted on the shaft. Three possible transformer configurations are analyzed theoretically and experimentally regarding the self-inductance, the coupling factor and the losses in the litz wire. To utilize the intrinsic stray inductances of the rotary transformer, a series compensated resonant converter is implemented for the prototype system.
本文研究了一种带旋转变压器的感应功率传输(IPT)系统,作为滑环系统的替代方案,用于向旋转设备进行非接触能量传输。建立了一个原型系统,包括一个旋转球轴承轴和安装在轴上的示例性传感器电路。从理论上和实验上分析了三种可能的变压器结构对自感、耦合系数和litz线损耗的影响。为了利用旋转变压器的本征杂散电感,在原型系统中实现了串联补偿谐振变换器。
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引用次数: 20
Dual band wireless power and bi-directional data link for implanted devices in 65 nm CMOS 65纳米CMOS植入器件的双频无线电源和双向数据链路
Pub Date : 2016-05-22 DOI: 10.1109/ISCAS.2016.7527326
V. Talla, V. Ranganathan, Brody J. Mahoney, Joshua R. Smith
Implantable neural recording and stimulation devices hold great promise in monitoring and treatment of neurological disorders, limb reanimation and, development of brain-computer interfaces among other applications. However, transcutaneous wires limit the lifetime of such devices and there is a need for self-contained fully implantable solutions. In this work, we propose a novel dual-frequency approach for simultaneous wireless power transfer and low-power communication for small form factor fully implantable neural devices. We deliver wireless power using efficient magnetically coupled resonators operating at 13.56MHz and communicate using ultra-low power backscatter communication at 915 MHz. We leverage the frequency separation to combine wireless power and communication resonators with minimal interference using a novel concentric design, which meets the stringent size restrictions. We implement the wireless power receiver and communication front end of the implanted device in 65 nm CMOS and demonstrate 25 mW power delivery and 6 Mbps communication link.
植入式神经记录和刺激装置在监测和治疗神经系统疾病、肢体再生以及开发脑机接口等应用方面具有很大的前景。然而,经皮导线限制了这种装置的使用寿命,并且需要自给自足的完全植入式解决方案。在这项工作中,我们提出了一种新的双频方法,用于小尺寸全植入式神经装置的同时无线电力传输和低功耗通信。我们使用工作频率为13.56MHz的高效磁耦合谐振器提供无线电源,并使用超低功耗915 MHz的反向散射通信进行通信。我们利用频率分离来结合无线电源和通信谐振器,使用新颖的同心设计,以最小的干扰,满足严格的尺寸限制。我们在65nm CMOS中实现了无线电源接收器和植入器件的通信前端,并演示了25mw的功率输出和6mbps的通信链路。
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引用次数: 5
An event-driven POSFET taxel for sustained and transient sensing 事件驱动的POSFET taxel用于持续和瞬态传感
Pub Date : 2016-05-22 DOI: 10.1109/ISCAS.2016.7527242
Stefano Caviglia, L. Pinna, M. Valle, C. Bartolozzi
We present an event-driven tactile sensing element that encodes both the absolute value of the input force and its variation over time. It is based on the POSFET device and Leaky-Integrate and Fire neurons, connected by a transconductance amplifier; the proposed circuit exploits the advantages of the POSFET device, such as high integration scale, fast response, wide bandwidth and force sensitivity, as well as the advantages of event-driven encoding, such as low latency, low power dissipation, and high temporal resolution, coupled with redundancy reduction.
我们提出了一种事件驱动的触觉传感元件,它可以对输入力的绝对值及其随时间的变化进行编码。它是基于POSFET器件和漏积分和火神经元,由一个跨导放大器连接;该电路充分利用了POSFET器件集成度高、响应速度快、带宽宽、力敏感等优点,以及事件驱动编码的低延迟、低功耗、高时间分辨率等优点,并减少了冗余。
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引用次数: 15
Quality assessment of tone-mapped images based on sparse representation 基于稀疏表示的色调映射图像质量评估
Pub Date : 2016-05-22 DOI: 10.1109/ISCAS.2016.7539023
Lijuan Xie, Xianguo Zhang, Shiqi Wang, Xinfeng Zhang, Siwei Ma
Recently, an increasing number of tone-mapping operators (TMOs) have been proposed in order to display high dynamic nge (HDR) images on low dynamic range (LDR) devices. Developing perceptually consistent image quality assessment (QA) measures for TMO is highly desired because traditional LDR based IQA methods cannot support the cross dynamic range quality comparison. In this paper, a novel objective quality assessment method is proposed on the basis of sparse-domain representation, which has been well advocated as a powerful tool in describing natural sparse signals with the over-complete dictionary. Specifically, two indices, incorporating both local and global features extracted from sparsely represented coefficients, are introduced to simulate the human visual system (HVS) characteristics on HDR images. The local feature measures the sparse-domain similarity between the pristine HDR and tone-mapped L R images by leveraging the intrinsic structure with sparse coding. On the other hand, benefiting from the natural scene statistics (NSS), the global features are recovered from the sparse coefficients to account for the natural behaviors of tone-mapped images. Combining the local sparse-domain similarity and the global “naturalness” prior, validations on the public database show that the proposed sparse-domain model for tone-mapped images (SMTI) provides accurate predictions on the human perception of tone-mapped images.
近年来,为了在低动态范围(LDR)器件上显示高动态范围(HDR)图像,提出了越来越多的色调映射算子(TMOs)。由于传统的基于LDR的图像质量评估方法无法支持跨动态范围的质量比较,因此迫切需要开发感知一致的图像质量评估(QA)措施。本文提出了一种新的基于稀疏域表示的客观质量评价方法,该方法被认为是利用过完备字典描述自然稀疏信号的有力工具。具体来说,引入了两个指数,结合从稀疏表示系数中提取的局部和全局特征,来模拟HDR图像上的人类视觉系统(HVS)特征。局部特征通过利用具有稀疏编码的内在结构来度量原始HDR和色调映射的lr图像之间的稀疏域相似性。另一方面,利用自然场景统计(NSS),从稀疏系数中恢复全局特征,以解释色调映射图像的自然行为。结合局部稀疏域相似度和全局“自然度”先验,在公共数据库上的验证表明,所提出的色调映射图像稀疏域模型(SMTI)能够准确预测人类对色调映射图像的感知。
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引用次数: 14
Transmission mechanisms with variable tissue properties in a paired electrode system for transcutaneous power 在配对电极系统中具有可变组织特性的传输机制
Pub Date : 2016-05-22 DOI: 10.1109/ISCAS.2016.7539159
Kara N. Bocan, E. Sejdić
Wireless transcutaneous power transfer and communication has the potential to reduce the size of implantable medical devices, thereby reducing patient discomfort and minimizing the tissue area exposed to foreign material. Electromagnetic transmission mechanisms through tissue are determined by tissue structure and associated frequency-dependent tissue properties, which are significant in the design of wireless implantable medical devices. The purpose of this study was to investigate the effects of varying tissue dielectric properties on maximum power transfer to a subcutaneously implanted device in a paired electrode system designed for use in proximity to metallic orthopedic implants. The transcutaneous system including external and implanted electrode pairs was simulated at several radio frequencies (125 kHz, 1 MHz, 13.56 MHz, 403 MHz, and 915 MHz) while varying the dielectric properties of the tissue medium over a range of physiological values. Maximum power transfer was calculated to represent the best-case power gain across the range of tissue properties and frequencies, and greater achievable efficiencies were seen with higher quality factor as a function of the tissue properties. The results suggest that in the paired electrode system, utilization of capacitive coupling allows the system to function in proximity to metallic surfaces such as orthopedic implants. The results also suggest that higher power gains are possible through a choice of implant location based on expected tissue properties.
无线经皮电力传输和通信具有减小植入式医疗装置尺寸的潜力,从而减少患者的不适并最大限度地减少暴露于外来物质的组织面积。通过组织的电磁传输机制是由组织结构和相关的频率依赖组织特性决定的,这在无线植入式医疗设备的设计中是重要的。本研究的目的是研究不同组织介电特性对皮下植入装置中最大功率传输的影响,该系统设计用于接近金属骨科植入物的配对电极系统。在几个无线电频率(125 kHz, 1 MHz, 13.56 MHz, 403 MHz和915 MHz)下模拟包括外部和植入电极对的经皮系统,同时在生理值范围内改变组织介质的介电特性。计算最大功率传输代表了在组织特性和频率范围内的最佳功率增益,并且更高的质量因子作为组织特性的函数,可以看到更高的可实现效率。结果表明,在配对电极系统中,利用电容耦合可以使系统在接近金属表面(如骨科植入物)的情况下发挥作用。结果还表明,通过选择基于预期组织特性的植入位置,可以获得更高的功率增益。
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引用次数: 1
期刊
2016 IEEE International Symposium on Circuits and Systems (ISCAS)
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