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Miniaturizing Ultrasonic System for Portable Health Care and Fitness 用于便携式医疗保健和健身的微型化超声系统
IF 5.1 2区 医学 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2015-12-01 DOI: 10.1109/TBCAS.2015.2508439
Hao-Yen Tang, D. Seo, Utkarsh Singhal, Xi Li, M. Maharbiz, E. Alon, B. Boser
We present a miniaturized portable ultrasonic imager that uses a custom ASIC and a piezoelectric transducer array to transmit and capture 2-D sonographs. The ASIC, fabricated in 0.18 μm 32 V CMOS process, contains 7 identical channels, each with high-voltage level-shifters, high-voltage DC-DC converters, digital TX beamformer, and RX front-end. The chip is powered by a single 1.8 V supply and generates 5 V and 32 V internally using on-chip charge pumps with an efficiency of 33% to provide 32 V pulses for driving a bulk piezoelectric transducer array. The assembled prototype can operate up to 40 MHz, with beamformer delay resolution of 5 ns, and has a measured sensitivity of 225 nV/Pa , minimum detectable signal of 622 Pa assuming 12 dB SNR ( 4σ larger than the noise level), and data acquisition time of 21.3 ms. The system can image human tissue as deep as 5 cm while consuming less than 16.5 μJ per pulse-echo measurement. The high energy efficiency of the imager can enable a number of consumer applications.
我们提出了一种小型便携式超声成像仪,它使用定制的ASIC和压电换能器阵列来传输和捕获二维超声图像。该ASIC采用0.18 μm 32 V CMOS工艺制造,包含7个相同的通道,每个通道都有高压电平移位器、高压DC-DC转换器、数字TX波束变换器和RX前端。该芯片由单个1.8 V电源供电,内部使用片上电荷泵产生5 V和32 V,效率为33%,为驱动大块压电换能器阵列提供32 V脉冲。组装后的样机工作频率可达40 MHz,波束形成器延迟分辨率为5 ns,测量灵敏度为225 nV/Pa,最小可检测信号为622 Pa,假设信噪比为12 dB(比噪声级大4σ),数据采集时间为21.3 ms。该系统可以成像深达5厘米的人体组织,每次脉冲回波测量消耗不到16.5 μJ。该成像仪的高能效可以使许多消费者应用成为可能。
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引用次数: 37
A 9 MHz–2.4 GHz Fully Integrated Transceiver IC for a Microfluidic-CMOS Platform Dedicated to Miniaturized Dielectric Spectroscopy 微型介电光谱专用微流控cmos平台的9mhz - 2.4 GHz全集成收发器IC
IF 5.1 2区 医学 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2015-12-01 DOI: 10.1109/TBCAS.2015.2501816
M. Bakhshiani, M. Suster, P. Mohseni
This paper presents a fully integrated transceiver IC as part of a self-sustained, microfluidic-CMOS platform for miniaturized dielectric spectroscopy (DS) from MHz to GHz. Fabricated in AMS 0.35 μm 2P/4M RF CMOS, the transmitter (TX) part of the IC generates a single-tone sinusoidal signal with frequency tunability in the range of to excite a three-dimensional (3D), parallel-plate, capacitive sensor with a floating electrode and 9 μL microfluidic channel for sample delivery. With a material-under-test (MUT) loaded into the sensor, the receiver (RX) part of the IC employs broadband frequency response analysis (bFRA) methodology to measure the amplitude and phase of the RF excitation signal after transmission through the sensor. A one-time, 6-point sensor calibration algorithm then extracts both the real and imaginary parts of the MUT complex permittivity, εr, from IC measurements of the sensor transmission characteristics in the voltage domain. The “sensor + IC” is fully capable of differentiating among de-ionized (DI) water, phosphate-buffered saline (PBS), and alcoholic beverages in tests conducted at four excitation frequencies of ~ 50 MHz, 500 MHz, 1.5 GHz, and 2.4 GHz generated by the TX. Moreover, permittivity readings of PBS by the sensor interfaced with the IC at six excitation frequencies in the range of are in excellent agreement (rms error of 1.7% (real) and 7.2% (imaginary)) with those from bulk-solution reference measurements by commercial benchtop equipment. The total power consumption of the IC is with 1.5 V (analog) and 3.3 V (digital) supplies.
本文介绍了一种完全集成的收发器IC,作为自维持的微流控cmos平台的一部分,用于从MHz到GHz的小型化介电光谱(DS)。该集成电路的发射(TX)部分采用AMS 0.35 μm 2P/4M射频CMOS制造,产生频率可调范围内的单音正弦信号,激发具有浮动电极和9 μL微流控通道的三维(3D)平行板电容式传感器进行样品输送。将待测材料(MUT)加载到传感器中,IC的接收器(RX)部分采用宽带频响分析(bFRA)方法测量射频激励信号通过传感器传输后的幅度和相位。然后,一次性的6点传感器校准算法从传感器在电压域的传输特性的IC测量中提取MUT复介电常数εr的实部和虚部。“传感器+ IC”完全能够在TX产生的~ 50 MHz, 500 MHz, 1.5 GHz和2.4 GHz四种激励频率下进行测试,区分去离子水(DI),磷酸盐缓冲盐水(PBS)和酒精饮料。此外,与IC接口的传感器在6个激励频率范围内的PBS介电常数读数与商用台式设备的体溶液参考测量值非常吻合(有效值误差为1.7%(实)和7.2%(虚))。IC的总功耗为1.5 V(模拟)和3.3 V(数字)电源。
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引用次数: 17
Reconfigurable Resonant Regulating Rectifier With Primary Equalization for Extended Coupling- and Loading-Range in Bio-Implant Wireless Power Transfer 可重构谐振调节整流器与初级均衡扩展耦合和负载范围在生物植入物无线电力传输
IF 5.1 2区 医学 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2015-12-01 DOI: 10.1109/TBCAS.2015.2503418
Xing Li, Xiaodong Meng, C. Tsui, W. Ki
Wireless power transfer using reconfigurable resonant regulating ( R3) rectification suffers from limited range in accommodating varying coupling and loading conditions. A primary-assisted regulation principle is proposed to mitigate these limitations, of which the amplitude of the rectifier input voltage on the secondary side is regulated by accordingly adjusting the voltage amplitude Veq on the primary side. A novel current-sensing method and calibration scheme track Veq on the primary side. A ramp generator simultaneously provides three clock signals for different modules. Both the primary equalizer and the R3 rectifier are implemented as custom integrated circuits fabricated in a 0.35 μm CMOS process, with the global control implemented in FPGA. Measurements show that with the primary equalizer, the workable coupling and loading ranges are extended by 250% at 120 mW load and 300% at 1.2 cm coil distance compared to the same system without the primary equalizer. A maximum rectifier efficiency of 92.5% and a total system efficiency of 62.4% are demonstrated.
采用可重构谐振调节(R3)整流的无线电力传输在适应不同的耦合和负载条件时受到范围的限制。提出了一种一次辅助调节原理,通过相应调节一次侧电压幅值Veq来调节整流器二次侧输入电压幅值。一种新颖的电流传感方法和标定方案在一次侧跟踪Veq。一个斜坡发生器同时为不同的模块提供三个时钟信号。主均衡器和R3整流器均采用0.35 μm CMOS工艺定制集成电路实现,全局控制采用FPGA实现。测量表明,与没有主均衡器的相同系统相比,使用主均衡器时,工作耦合和负载范围在120 mW负载时延长了250%,在1.2 cm线圈距离时延长了300%。最大整流器效率为92.5%,系统总效率为62.4%。
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引用次数: 43
A Wearable EEG-HEG-HRV Multimodal System With Simultaneous Monitoring of tES for Mental Health Management 一种可穿戴的EEG-HEG-HRV多模态系统,同时监测tES用于心理健康管理
IF 5.1 2区 医学 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2015-12-01 DOI: 10.1109/TBCAS.2015.2504959
U. Ha, Yongsu Lee, Hyunki Kim, Taehwan Roh, Joonsung Bae, Changhyeon Kim, H. Yoo
A multimodal mental management system in the shape of the wearable headband and earplugs is proposed to monitor electroencephalography (EEG), hemoencephalography (HEG) and heart rate variability (HRV) for accurate mental health monitoring. It enables simultaneous transcranial electrical stimulation (tES) together with real-time monitoring. The total weight of the proposed system is less than 200 g. The multi-loop low-noise amplifier (MLLNA) achieves over 130 dB CMRR for EEG sensing and the capacitive correlated-double sampling transimpedance amplifier (CCTIA) has low-noise characteristics for HEG and HRV sensing. Measured three-physiology domains such as neural, vascular and autonomic domain signals are combined with canonical correlation analysis (CCA) and temporal kernel canonical correlation analysis (tkCCA) algorithm to find the neural-vascular-autonomic coupling. It supports highly accurate classification with the 19% maximum improvement with multimodal monitoring. For the multi-channel stimulation functionality, after-effects maximization monitoring and sympathetic nerve disorder monitoring, the stimulator is designed as reconfigurable. The 3.37 × 2.25 mm 2 chip has 2-channel EEG sensor front-end, 2-channel NIRS sensor front-end, NIRS current driver to drive dual-wavelength VCSEL and 6-b DAC current source for tES mode. It dissipates 24 mW with 2 mA stimulation current and 5 mA NIRS driver current.
提出了一种可穿戴头带和耳塞形状的多模式精神管理系统,用于监测脑电图(EEG)、血脑图(HEG)和心率变异性(HRV),以实现准确的精神健康监测。它可以同时进行经颅电刺激(tES)和实时监测。该系统的总重量小于200g。多环路低噪声放大器(MLLNA)在脑电信号传感中实现了超过130 dB的CMRR,电容式相关双采样跨阻放大器(CCTIA)在HEG和HRV传感中具有低噪声特性。利用典型相关分析(CCA)和时间核典型相关分析(tkCCA)算法,结合测量到的神经、血管和自主神经三生理域信号,发现神经-血管-自主神经耦合。它支持高度准确的分类,通过多模式监测可最大提高19%。为实现多通道刺激功能、后效最大化监测和交感神经紊乱监测,该刺激器采用可重构设计。3.37 × 2.25 mm2芯片具有2通道EEG传感器前端、2通道NIRS传感器前端、驱动双波长VCSEL的NIRS电流驱动器和用于tES模式的6b DAC电流源。它的功耗为24mw,激发电流为2ma,近红外驱动电流为5ma。
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引用次数: 53
A PWM Buck Converter With Load-Adaptive Power Transistor Scaling Scheme Using Analog-Digital Hybrid Control for High Energy Efficiency in Implantable Biomedical Systems 基于模数混合控制的负载自适应功率晶体管缩放PWM降压变换器在植入式生物医学系统中的高能效
IF 5.1 2区 医学 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2015-12-01 DOI: 10.1109/TBCAS.2015.2501304
Sung-Yun Park, Jihyun Cho, Kyuseok Lee, E. Yoon
We report a pulse width modulation (PWM) buck converter that is able to achieve a power conversion efficiency (PCE) of >80% in light loads (<;100 μA) for implantable biomedical systems. In order to achieve a high PCE for the given light loads, the buck converter adaptively reconfigures the size of power PMOS and NMOS transistors and their gate drivers in accordance with load currents, while operating at a fixed frequency of 1 MHz. The buck converter employs the analog-digital hybrid control scheme for coarse/fine adjustment of power transistors. The coarse digital control generates an approximate duty cycle necessary for driving a given load and selects an appropriate width of power transistors to minimize redundant power dissipation. The fine analog control provides the final tuning of the duty cycle to compensate for the error from the coarse digital control. The mode switching between the analog and digital controls is accomplished by a mode arbiter which estimates the average of duty cycles for the given load condition from limit cycle oscillations (LCO) induced by coarse adjustment. The fabricated buck converter achieved a peak efficiency of 86.3% at 1.4 mA and >80% efficiency for a wide range of load conditions from 45 μA to 4.1 mA, while generating 1 V output from 2.5-3.3 V supply. The converter occupies 0.375 mm2 in 0.18 μm CMOS processes and requires two external components: 1.2 μF capacitor and 6.8 μH inductor.
我们报道了一种脉冲宽度调制(PWM)降压变换器,该变换器能够在轻负载下实现bbb80 %的功率转换效率(PCE)(在45 μA至4.1 mA的宽负载条件下效率为80%),同时从2.5-3.3 V电源产生1 V输出。该变换器采用0.18 μm CMOS工艺,面积为0.375 mm2,需要1.2 μF电容和6.8 μH电感两个外部元件。
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引用次数: 14
A Multi-Modality CMOS Sensor Array for Cell-Based Assay and Drug Screening 用于细胞检测和药物筛选的多模态CMOS传感器阵列
IF 5.1 2区 医学 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2015-12-01 DOI: 10.1109/TBCAS.2015.2504984
T. Chi, Jong Seok Park, J. Butts, Tracy A. Hookway, Amy Su, Chengjie Zhu, Mark P. Styczynski, T. McDevitt, Hua Wang
In this paper, we present a fully integrated multi-modality CMOS cellular sensor array with four sensing modalities to characterize different cell physiological responses, including extracellular voltage recording, cellular impedance mapping, optical detection with shadow imaging and bioluminescence sensing, and thermal monitoring. The sensor array consists of nine parallel pixel groups and nine corresponding signal conditioning blocks. Each pixel group comprises one temperature sensor and 16 tri-modality sensor pixels, while each tri-modality sensor pixel can be independently configured for extracellular voltage recording, cellular impedance measurement (voltage excitation/current sensing), and optical detection. This sensor array supports multi-modality cellular sensing at the pixel level, which enables holistic cell characterization and joint-modality physiological monitoring on the same cellular sample with a pixel resolution of 80 μm×100 μm. Comprehensive biological experiments with different living cell samples demonstrate the functionality and benefit of the proposed multi-modality sensing in cell-based assay and drug screening.
在本文中,我们提出了一个完全集成的多模态CMOS细胞传感器阵列,具有四种传感模式来表征不同的细胞生理反应,包括细胞外电压记录,细胞阻抗测绘,阴影成像和生物发光传感的光学检测以及热监测。传感器阵列由9个并行像素组和9个相应的信号调理块组成。每个像素组包括一个温度传感器和16个三模态传感器像素,而每个三模态传感器像素可以独立配置用于细胞外电压记录、细胞阻抗测量(电压激励/电流传感)和光学检测。该传感器阵列支持像素级的多模态细胞传感,可以在相同的细胞样本上实现整体细胞表征和联合模态生理监测,像素分辨率为80 μm×100 μm。不同活细胞样本的综合生物学实验证明了在基于细胞的分析和药物筛选中提出的多模态传感的功能和益处。
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引用次数: 57
A Hybrid Semi-Digital Transimpedance Amplifier With Noise Cancellation Technique for Nanopore-Based DNA Sequencing 用于纳米孔DNA测序的混合半数字跨阻放大器与噪声消除技术
IF 5.1 2区 医学 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2015-11-19 DOI: 10.1109/TBCAS.2015.2496232
Chung-Lun Hsu, Haowei Jiang, A. Venkatesh, D. Hall
Over the past two decades, nanopores have been a promising technology for next generation deoxyribonucleic acid (DNA) sequencing. Here, we present a hybrid semi-digital transimpedance amplifier (HSD-TIA) to sense the minute current signatures introduced by single-stranded DNA (ssDNA) translocating through a nanopore, while discharging the baseline current using a semi-digital feedback loop. The amplifier achieves fast settling by adaptively tuning a DC compensation current when a step input is detected. A noise cancellation technique reduces the total input-referred current noise caused by the parasitic input capacitance. Measurement results show the performance of the amplifier with 31.6 M Ω mid-band gain, 950 kHz bandwidth, and 8.5 fA/ √Hz input-referred current noise, a 2× noise reduction due to the noise cancellation technique. The settling response is demonstrated by observing the insertion of a protein nanopore in a lipid bilayer. Using the nanopore, the HSD-TIA was able to measure ssDNA translocation events.
在过去的二十年中,纳米孔已经成为下一代脱氧核糖核酸(DNA)测序的一种有前途的技术。在这里,我们提出了一种混合半数字跨阻放大器(HSD-TIA),用于检测单链DNA (ssDNA)通过纳米孔移位所引入的微小电流特征,同时使用半数字反馈回路放电基线电流。当检测到阶跃输入时,放大器通过自适应调整直流补偿电流来实现快速沉降。噪声消除技术降低了由寄生输入电容引起的总输入参考电流噪声。测量结果表明,该放大器具有31.6 M Ω中频增益,950 kHz带宽和8.5 fA/√Hz输入参考电流噪声,由于噪声消除技术,噪声降低了2倍。通过观察脂质双分子层中蛋白质纳米孔的插入,证明了沉淀反应。利用纳米孔,HSD-TIA能够测量ssDNA易位事件。
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引用次数: 25
Development of Microelectrode Arrays Using Electroless Plating for CMOS-Based Direct Counting of Bacterial and HeLa Cells 基于cmos的细菌和HeLa细胞直接计数用化学镀微电极阵列的研制
IF 5.1 2区 医学 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2015-11-06 DOI: 10.1109/TBCAS.2015.2479656
K. Niitsu, S. Ota, Kohei Gamo, H. Kondo, M. Hori, K. Nakazato
The development of two new types of high-density, electroless plated microelectrode arrays for CMOS-based high-sensitivity direct bacteria and HeLa cell counting are presented. For emerging high-sensitivity direct pathogen counting, two technical challenges must be addressed. One is the formation of a bacteria-sized microelectrode, and the other is the development of a high-sensitivity and high-speed amperometry circuit. The requirement for microelectrode formation is that the gold microelectrodes are required to be as small as the target cell. By improving a self-aligned electroless plating technique, the dimensions of the microelectrodes on a CMOS sensor chip in this work were successfully reduced to 1.2 μm × 2.05 μm. This is 1/20th of the smallest size reported in the literature. Since a bacteria-sized microelectrode has a severe limitation on the current flow, the amperometry circuit has to have a high sensitivity and high speed with low noise. In this work, a current buffer was inserted to mitigate the potential fluctuation. Three test chips were fabricated using a 0.6- μm CMOS process: two with 1.2 μm × 2.05 μm (1024 × 1024 and 4 × 4) sensor arrays and one with 6- μm square (16 × 16) sensor arrays; and the microelectrodes were formed on them using electroless plating. The uniformity among the 1024 × 1024 electrodes arranged with a pitch of 3.6 μm × 4.45 μm was optically verified. For improving sensitivity, the trenches on each microelectrode were developed and verified optically and electrochemically for the first time. Higher sensitivity can be achieved by introducing a trench structure than by using a conventional microelectrode formed by contact photolithography. Cyclic voltammetry (CV) measurements obtained using the 1.2 μm × 2.05 μm 4 × 4 and 6- μm square 16 × 16 sensor array with electroless-plated microelectrodes successfully demonstrated direct counting of the bacteria-sized microbeads and HeLa cells.
介绍了两种新型高密度、化学镀微电极阵列的研究进展,用于基于cmos的高灵敏度直接细菌计数和HeLa细胞计数。对于新出现的高灵敏度直接病原体计数,必须解决两个技术挑战。一个是形成细菌大小的微电极,另一个是开发高灵敏度和高速安培电路。形成微电极的要求是金微电极必须和靶细胞一样小。通过改进自对准化学镀技术,成功地将CMOS传感器芯片上的微电极尺寸减小到1.2 μm × 2.05 μm。这是文献中最小尺寸的1/20。由于细菌大小的微电极对电流有严重的限制,因此电流测量电路必须具有高灵敏度、高速度和低噪声。在这项工作中,插入了一个电流缓冲器来减轻潜在的波动。采用0.6 μm CMOS工艺制备了3个测试芯片:2个为1.2 μm × 2.05 μm (1024 × 1024和4 × 4)传感器阵列,1个为6 μm方形(16 × 16)传感器阵列;用化学镀的方法在其上形成微电极。以3.6 μm × 4.45 μm的间距布置的1024 × 1024电极之间的均匀性进行了光学验证。为了提高灵敏度,首次开发了微电极上的沟槽,并进行了光学和电化学验证。通过引入沟槽结构,可以实现比使用传统的接触光刻形成的微电极更高的灵敏度。使用1.2 μm × 2.05 μm × 4 × 4和6 μm平方16 × 16传感器阵列和化学镀微电极获得的循环伏安法(CV)测量成功地证明了细菌大小的微珠和HeLa细胞的直接计数。
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引用次数: 62
Direct Extraction of Tumor Response Based on Ensemble Empirical Mode Decomposition for Image Reconstruction of Early Breast Cancer Detection by UWB 基于集成经验模态分解的肿瘤反应直接提取UWB早期乳腺癌检测图像重建
IF 5.1 2区 医学 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2015-11-03 DOI: 10.1109/TBCAS.2015.2481940
Qinwei Li, X. Xiao, Liang Wang, Hang Song, H. Kono, Peifang Liu, Hong Lu, T. Kikkawa
A direct extraction method of tumor response based on ensemble empirical mode decomposition (EEMD) is proposed for early breast cancer detection by ultra-wide band (UWB) microwave imaging. With this approach, the image reconstruction for the tumor detection can be realized with only extracted signals from as-detected waveforms. The calibration process executed in the previous research for obtaining reference waveforms which stand for signals detected from the tumor-free model is not required. The correctness of the method is testified by successfully detecting a 4 mm tumor located inside the glandular region in one breast model and by the model located at the interface between the gland and the fat, respectively. The reliability of the method is checked by distinguishing a tumor buried in the glandular tissue whose dielectric constant is 35. The feasibility of the method is confirmed by showing the correct tumor information in both simulation results and experimental results for the realistic 3-D printed breast phantom.
提出了一种基于集成经验模态分解(EEMD)的肿瘤反应直接提取方法,用于超宽带(UWB)微波成像早期乳腺癌检测。利用该方法,仅从检测波形中提取信号即可实现用于肿瘤检测的图像重建。在以前的研究中,为了获得代表从无肿瘤模型检测到的信号的参考波形而进行的校准过程是不需要的。通过在一个乳腺模型中成功检测到一个位于腺区内的4mm肿瘤,以及在乳腺与脂肪交界处的模型,验证了该方法的正确性。通过区分介电常数为35的腺体组织中埋藏的肿瘤来检验该方法的可靠性。仿真结果和实验结果均显示了真实的3d打印乳腺假体的肿瘤信息,验证了该方法的可行性。
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引用次数: 47
A Bio-Inspired AER Temporal Tri-Color Differentiator Pixel Array 一种生物启发的AER时间三色微分器像素阵列
IF 5.1 2区 医学 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2015-10-30 DOI: 10.1109/TBCAS.2015.2492460
Lukasz Farian, J. A. Leñero-Bardallo, P. Häfliger
This article investigates the potential of a bio-inspired vision sensor with pixels that detect transients between three primary colors. The in-pixel color processing is inspired by the retinal color opponency that are found in mammalian retinas. Color transitions in a pixel are represented by voltage spikes, which are akin to a neuron's action potential. These spikes are conveyed off-chip by the Address Event Representation (AER) protocol. To achieve sensitivity to three different color spectra within the visual spectrum, each pixel has three stacked photodiodes at different depths in the silicon substrate. The sensor has been fabricated in the standard TSMC 90 nm CMOS technology. A post-processing method to decode events into color transitions has been proposed and implemented as a custom interface to display real-time color changes in the visual scene. Experimental results are provided. Color transitions can be detected at high speed (up to 2.7 kHz). The sensor has a dynamic range of 58 dB and a power consumption of 22.5 mW. This type of sensor can be of use in industrial, robotics, automotive and other applications where essential information is contained in transient emissions shifts within the visual spectrum.
本文研究了一种具有像素的仿生视觉传感器的潜力,该传感器可以检测三原色之间的瞬变。像素内颜色处理的灵感来自于在哺乳动物视网膜中发现的视网膜颜色对抗。像素中的颜色转换由电压尖峰表示,它类似于神经元的动作电位。这些峰值通过地址事件表示(AER)协议传输到片外。为了在可见光谱内实现对三种不同颜色光谱的灵敏度,每个像素在硅衬底的不同深度有三个堆叠的光电二极管。该传感器采用台积电90纳米CMOS标准工艺制造。提出了一种将事件解码为颜色转换的后处理方法,并将其作为自定义接口实现,以显示视觉场景中的实时颜色变化。给出了实验结果。颜色转换可以在高速(高达2.7 kHz)检测。该传感器的动态范围为58 dB,功耗为22.5 mW。这种类型的传感器可用于工业、机器人、汽车和其他应用,在这些应用中,基本信息包含在视觉光谱内的瞬态发射位移中。
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引用次数: 10
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IEEE Transactions on Biomedical Circuits and Systems
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