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Design of area-speed efficient Anurupyena Vedic multiplier for deep learning applications 为深度学习应用设计面积速度高效的 Anurupyena Vedic 乘法器
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-09 DOI: 10.1007/s10470-024-02255-2
C. M. Kalaiselvi, R. S. Sabeenian

Hardware such as multipliers and dividers is necessary for all electronic systems. This paper explores Vedic mathematics techniques for high-speed and low-area multiplication. In the study of multiplication algorithms, various bits-width ranges of the Anurupyena sutra are used. Parallelism is employed to address challenging problems in recent studies. Various designs have been developed for the Field Programmable Gate Array (FPGA) implementation employing Very Large-Scale integration (VLSI) design approaches and parallel computing technology. Signal processing, machine learning, and reconfigurable computing research should be closely monitored as artificial intelligence develops. Multipliers and adders are key components of deep learning algorithms. The multiplier is an energy-intensive component of signal processing in Arithmetic Logic Unit (ALU), Convolutional Neural Networks (CNN), and Deep Neural Networks (DNN). For the DNN, this method introduces the Booth multiplier blocks and the carry-save multiplier in the Anurupyena architecture. Traditional multiplication methods like the array multiplier, Wallace multiplier, and Booth multiplier are contrasted with the Vedic mathematics algorithms. On a specific hardware platform, Vedic algorithms perform faster, use less power, and take up less space. Implementations were carried out using Verilog HDL and Xilinx Vivado 2019.1 on Kintex-7. The area and propagation delay were reduced compared to other multiplier architectures.

摘要 所有电子系统都需要乘法器和除法器等硬件。本文探讨了用于高速和低面积乘法的吠陀数学技术。在乘法算法的研究中,使用了《阿努鲁皮耶那经》的各种位宽范围。在最近的研究中,并行化被用来解决具有挑战性的问题。利用超大规模集成(VLSI)设计方法和并行计算技术,为现场可编程门阵列(FPGA)的实施开发了各种设计。随着人工智能的发展,应密切关注信号处理、机器学习和可重构计算研究。乘法器和加法器是深度学习算法的关键组成部分。乘法器是算术逻辑单元(ALU)、卷积神经网络(CNN)和深度神经网络(DNN)中信号处理的能耗密集型组件。对于 DNN,该方法在 Anurupyena 架构中引入了 Booth 乘法器块和进位保存乘法器。数组乘法器、华莱士乘法器和布斯乘法器等传统乘法方法与吠陀数学算法进行了对比。在特定的硬件平台上,吠陀算法的运行速度更快、功耗更低、占用空间更少。在 Kintex-7 上使用 Verilog HDL 和 Xilinx Vivado 2019.1 进行了实现。与其他乘法器架构相比,面积和传播延迟都有所减少。
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引用次数: 0
Electromagnetic coupling suppression of circularly polarized mimo antenna with novel loop parasitic for UWB communication 用于 UWB 通信的带有新型环形寄生器的圆极化 mimo 天线的电磁耦合抑制功能
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-08 DOI: 10.1007/s10470-024-02256-1
Muhammad Irshad Khan, Shaobin Liu, Saeed Ur Rahman, Muhammad Kabir Khan, Muhammad Sajjad, Abdul Basit, Jianliang Mao, Amil Daraz

In this article, four elements circularly polarized trapezoid multiple inputs and multiple outputs (MIMO) antenna for UWB application is presented. The electrical dimension of presented four elements MIMO antenna in term of lambda (λ) is 0.44λ × 0.44λ × 0.012λ. The novel loop parasitic is used for the enhancement of isolation and impedance bandwidth. The reflection coefficient (Sij ∈ i = j) is less than − 10dB in range of 2.4 GHz and 13.5 GHz and isolation (Sij ∈ i ≠ j) is greater than 22dB in given range. The axial ratio bandwidth (ARBW) of presented trapezoid antenna is 3.6 GHz; less than − 3dB in the range of 6.7 and 10.3 GHz. The peak gain is 5.9dBi, diversity gain (DG) > 9.89dB and envelope correlation coefficient (ECC) < 0.022. Various other parameters such as radiation pattern, reflection coefficient, Isolation, multiplexing efficiency, ECC, DG and peak gain are discussed in detail for experimental validation.

本文介绍了用于 UWB 应用的四元圆极化梯形多输入多输出(MIMO)天线。所介绍的四元件 MIMO 天线的电气尺寸(λ)为 0.44λ × 0.44λ × 0.012λ。新型环路寄生用于提高隔离度和阻抗带宽。在 2.4 GHz 和 13.5 GHz 范围内,反射系数(Sij ∈ i = j)小于-10dB,在给定范围内,隔离度(Sij ∈ i ≠ j)大于 22dB。梯形天线的轴向比带宽(ARBW)为 3.6 千兆赫;在 6.7 和 10.3 千兆赫范围内小于-3 分贝。峰值增益为 5.9dBi,分集增益(DG)为 9.89dB,包络相关系数(ECC)为 0.022。为进行实验验证,还详细讨论了辐射模式、反射系数、隔离度、复用效率、ECC、DG 和峰值增益等其他各种参数。
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引用次数: 0
An all-digital low-power, low-frequency GRO-based time to digital converter for biomedical applications 用于生物医学应用的基于 GRO 的全数字、低功耗、低频率时间数字转换器
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-06 DOI: 10.1007/s10470-023-02246-9
Elnaz Zafarkhah, Maryam Zare, Nima S. Anzabi-Nezhad, Zahra Sohrabi

In this paper, an all-digital, 10-bit, low-power Time-to-Digital Converter (TDC) is proposed for use in biomedical applications. To reduce the area and power consumption, as well as provide noise shaping capability, the Gated Ring Oscillator (GRO) architecture is chosen as the core for the proposed TDC. Regarding the problems created by the leakage current in GROs, especially in low-frequency applications, a new approach for data capturing is used. The proposed modified data capturing method tackles the leakage current effect and allows the TDC to operate at ultralow frequencies. The proposed TDC achieves a dynamic range of 1.76 µs, and the resolution of 1.76 ns at 1KS/s sampling frequency. Simulations were performed using the 0.13 µm CMOS process. The TDC power consumption was 45.85 nW at a 0.4 V supply and the Signal to Noise and Distortion Ratio (SNDR) was 54.55 dB.

本文提出了一种用于生物医学应用的全数字、10 位、低功耗时-数转换器 (TDC)。为了减少面积和功耗,并提供噪声整形能力,本文选择了门控环形振荡器(GRO)架构作为 TDC 的核心。针对 GRO 中漏电流造成的问题,特别是在低频应用中,采用了一种新的数据捕获方法。所提出的改进型数据捕获方法解决了漏电流效应,使 TDC 能够在超低频率下工作。在 1KS/s 采样频率下,拟议的 TDC 动态范围达到 1.76 µs,分辨率达到 1.76 ns。仿真采用 0.13 µm CMOS 工艺进行。在 0.4 V 电源电压下,TDC 功耗为 45.85 nW,信号噪声和失真比 (SNDR) 为 54.55 dB。
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引用次数: 0
Design an energy efficient pulse triggered ternary flip flops with Pseudo NCFET logic 利用伪 NCFET 逻辑设计高能效脉冲触发三元触发器
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-06 DOI: 10.1007/s10470-023-02236-x
Sudha Vani Yamani, M. V. S. RamPrasad, Gundala Dinesh, Eegala Yamini Yeshaswila, Chelluri Ravi Teja, Botta Lokesh

In electronic systems, flip-flops (FFs) are one of the fundamental elements that are used in high-performance processors. With the scaling of CMOS, occurs serious challenges such as higher leakage currents and higher static power consumption have been raised in high-performance circuits. Therefore, to address these issues, we explored carbon nanotube field effect transistors (CNTFETs) with multi-valued logic (MVL). In this paper, we designed an energy-efficient Pulse triggered Ternary Flip Flops (P-TFF) such as Data Close to Output (P-DCO-TFF), Signal Feed Through (P-SFT-TFF), and Delay (P-D-TFF) with pseudo NCFET (N-channel CNTFET) logic. These flip-flops use ternary logic, which is 0, Vdd/2, and Vdd as logic 0, 1, and 2, respectively. The complete design is done by the stanford 32 nm CNTFETs. The simulations are performed and waveforms are obtained in Cadence Virtuoso Software. We found that the suggested pulse-triggered TFFs performed better than the conventional ternary FF (C-TFF) structure in terms of energy, delay, and power. This simulation result shows 17.8%, 14%, and 47.7% energy reduction in P-SFT-TFF, P-DCO-TFF, and P-D-TFF, respectively, compared with C-TFF structure. Also performed the Monte Carlo Simulations to these proposed TFF designs. The P-D-TFF exhibits very efficient results in terms of delay, energy, and power consumption. This article also simulated the Ternary Universal Shift Register (TUSR) with Proposed P-D-TFF.

在电子系统中,触发器(FF)是用于高性能处理器的基本元件之一。随着 CMOS 技术的发展,高性能电路面临着更大的漏电流和更高的静态功耗等严峻挑战。因此,为了解决这些问题,我们探索了具有多值逻辑(MVL)的碳纳米管场效应晶体管(CNTFET)。在本文中,我们利用伪 NCFET(N 沟道 CNTFET)逻辑设计了一种高能效脉冲触发三元触发器(P-TFF),如数据接近输出(P-DCO-TFF)、信号馈通(P-SFT-TFF)和延迟(P-D-TFF)。这些触发器采用三元逻辑,即 0、Vdd/2 和 Vdd 分别为逻辑 0、1 和 2。整个设计由斯坦福 32 纳米 CNTFET 完成。在 Cadence Virtuoso 软件中进行了仿真并获得了波形。我们发现,就能量、延迟和功率而言,建议的脉冲触发 TFF 比传统的三元 FF(C-TFF)结构性能更好。模拟结果显示,与 C-TFF 结构相比,P-SFT-TFF、P-DCO-TFF 和 P-D-TFF 的能量分别降低了 17.8%、14% 和 47.7%。此外,还对这些拟议的 TFF 设计进行了蒙特卡罗模拟。P-D-TFF 在延迟、能量和功耗方面表现出非常高效的结果。本文还利用拟议的 P-D-TFF 模拟了三元通用移位寄存器(TUSR)。
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引用次数: 0
A phase noise filter for RF oscillators 用于射频振荡器的相位噪声滤波器
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-05 DOI: 10.1007/s10470-024-02249-0
Debdut Biswas

In this work, a phase noise reduction architecture for standalone oscillators is presented. The oscillator phase is divided and a voltage is generated by a type-I phase detector, which is compared with an ideal voltage to change the phase of the oscillator. Analysis shows that the loop parameters aid in phase noise suppression. The design is done in CMOS 90 nm technology for a 1 GHz ring oscillator. Post-layout simulations show that phase noise suppression is about 13 dB at 100 MHz offset for a division ratio of 2.

摘要 本文介绍了一种用于独立振荡器的相位噪声降低结构。振荡器相位被分割,并由 I 型相位检测器产生一个电压,将其与理想电压进行比较,从而改变振荡器的相位。分析表明,环路参数有助于抑制相位噪声。该设计采用 CMOS 90 纳米技术,适用于 1 GHz 的环形振荡器。布局后仿真显示,在分频比为 2 的情况下,100 MHz 偏移时的相位噪声抑制约为 13 dB。
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引用次数: 0
Frequency reconfigurable antenna array modelling based on MoM-GEC method for RFID, WiMax and WLAN applications 基于 MoM-GEC 方法的频率可重构天线阵列建模,适用于 RFID、WiMax 和 WLAN 应用
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-03 DOI: 10.1007/s10470-023-02244-x
Heithem Helali, Mourad Aidi, Taoufik Aguili

Technology is advancing daily, and it has impacted almost every aspect of our lives. We show that growth in the number of miniaturized communications systems that are covering different wireless services can achieve a wide frequency range. The present work aims to propose a new rigorous formulation to model a reconfigurable array system used for different wireless applications. The studied structure consists of a reconfigurable antenna array composed of parallel microstrip antennas excited by localized voltage sources and commanded by located PIN diodes. Diodes are used to adjust the length of the radiating element in order to shift the resonant frequency. The proposed formulation consists to combine the moment method and generalized equivalent circuit’s method (MoM-GEC) to model the antenna array. The PIN diode is considered in the mathematical formulation by an impedance surface model. The input impedance, the reflection parameter (({S}_{11})) and the current distribution density obtained with this method are presented and discussed. The results were in close agreement with those obtained by software simulation. The obtained results offer the possibility to generate various modes governed by a decision tree. Thus, these modes are related to different resonant frequencies suitable for RFID, WiMax and WLAN applications with a large bandwidth reaching 526 MHz.

科技日新月异,几乎影响到我们生活的方方面面。我们的研究表明,覆盖不同无线服务的微型通信系统数量的增长可以实现宽频率范围。本研究旨在提出一种新的严格表述方法,为用于不同无线应用的可重构阵列系统建模。所研究的结构包括一个可重构天线阵列,由局部电压源激励的平行微带天线和定位 PIN 二极管指令组成。二极管用于调整辐射元件的长度,以移动谐振频率。建议的公式包括结合矩量法和广义等效电路法(MoM-GEC)来建立天线阵列模型。在数学公式中,PIN 二极管是通过阻抗面模型来考虑的。本文介绍并讨论了用这种方法得到的输入阻抗、反射参数(({S}_{11}))和电流分布密度。结果与软件模拟得到的结果非常一致。获得的结果提供了生成由决策树控制的各种模式的可能性。因此,这些模式与不同的谐振频率有关,适合 RFID、WiMax 和 WLAN 应用,带宽高达 526 MHz。
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引用次数: 0
A 12.5 Gb/s 1.38 mW all-inverter-based optical receiver with multi-stage feedback TIA and continuous-time linear equalizer 基于全变频器的 12.5 Gb/s 1.38 mW 光接收器,带多级反馈 TIA 和连续时间线性均衡器
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-02-03 DOI: 10.1007/s10470-024-02248-1
Peng Yan, Chaerin Hong, Po-Hsuan Chang, Hyungryul Kang, Dedeepya Annabattuni, Ankur Kumar, Yang-Hang Fan, Ruida Liu, Ramy Rady, Samuel Palermo

An optical receiver employs an all-inverter-based front-end design that provides maximum transconductance for a given power supply and allows for ultra-low power consumption. The feedback transimpedance amplifier (TIA) input stage utilizes a multi-stage amplifier to achieve a dramatic increase in feedback resistance and lower input-referred noise. Cascading an inverter-based active inductor continuous-time linear equalizer provides frequency peaking to compensate the input stage TIA that is intentionally designed with a reduced bandwidth to achieve adequate sensitivity at low power. Fabricated in 28 nm CMOS, the 12.5 Gb/s optical receiver achieves (-)10.7 dBm OMA sensitivity at 0.11 pJ/bit energy efficiency and occupies only 720 (upmu text {m}^{2}) area.

一种光接收器采用了基于全变频器的前端设计,可在给定电源条件下提供最大跨导,实现超低功耗。反馈跨阻抗放大器 (TIA) 输入级采用多级放大器,以大幅增加反馈电阻和降低输入参考噪声。级联基于逆变器的有源电感连续时间线性均衡器可提供频率峰值,以补偿输入级 TIA。12.5 Gb/s光接收器采用28 nm CMOS制造,在0.11 pJ/bit能效下实现了10.7 dBm OMA灵敏度,仅占用720 (upmu text {m}^{2})面积。
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引用次数: 0
Design and simulation of a new current mirror circuit with low power consumption and high performance and output impedance 低功耗、高性能和高输出阻抗新型电流镜电路的设计与仿真
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-31 DOI: 10.1007/s10470-023-02243-y
Yuping Li, Haihua Wang, Mohammad Trik

Analog and digital integrated circuit performance has greatly benefited by the shrinking of semiconductor fabrication technology components. In order to reduce the size of the transistors, it is obvious that the speed of the circuits must increase and the supply voltage must decrease. Although this decreases the power consumption of the circuits, it typically reduces the characteristics of analog circuits, such as dynamic range and output resistance. The gift In this study, a novel wide bandwidth current mirror with low power consumption, low voltage, and super high voltage swing are given. The proposed design calls for a current mirror bandwidth of 168 MHz. Additionally, the output impedance for the proposed circuit, which is exceptionally high and is close to 175 MΩ according to the simulation results, guarantees the high accuracy of the suggested current mirror current. The suggested circuit design's low power consumption of 42.4 μW, lowest output voltage of 100 mV, and maximum swing limit of 850 mV all demonstrate that they are ideally suited for low power/operational voltage applications and ultra-low voltage circuit design. And resists less-than-ideal PVT circumstances. The capability of this technique to achieve high-speed current mirror and high-current driving capabilities with few accuracy or power performance restrictions is demonstrated in this work. It is implemented in 0.18 m AMS CMOS technology with a 1 V supply voltage and offers a high output current with a relative current copy error of 2% and a maximum settling time of 2–4 ns, making it well suited for the implementation of quick and balanced multipole current sources.

半导体制造技术元件的缩小大大提高了模拟和数字集成电路的性能。为了缩小晶体管的尺寸,显然必须提高电路的速度,降低电源电压。虽然这会降低电路的功耗,但通常会降低模拟电路的特性,如动态范围和输出电阻。礼物 在本研究中,给出了一种新型宽带电流镜,具有低功耗、低电压和超高电压摆幅。所提出的设计要求电流镜的带宽为 168 MHz。此外,根据仿真结果,建议电路的输出阻抗非常高,接近 175 MΩ,保证了建议电流镜电流的高精度。建议电路设计的功耗低至 42.4 μW,最低输出电压为 100 mV,最大摆幅限制为 850 mV,这些都表明它们非常适合低功耗/工作电压应用和超低电压电路设计。并能抵御不太理想的 PVT 情况。这项技术能够实现高速电流镜和大电流驱动功能,且几乎没有精度或功率性能限制,这一点在本作品中得到了证明。它采用 0.18 m AMS CMOS 技术实现,电源电压为 1 V,输出电流大,相对电流复制误差为 2%,最大稳定时间为 2-4 ns,非常适合实现快速、平衡的多极电流源。
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引用次数: 0
An improved 1.8 V 4.05 ppm/°C curvature corrected bandgap reference circuit 改进型 1.8 V 4.05 ppm/°C 曲率校正带隙基准电路
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-30 DOI: 10.1007/s10470-023-02234-z
Anushree, Jasdeep Kaur

In this paper a curvature corrected bandgap reference circuit is presented which uses folded cascode operation amplifier using beta multiplier as a constant current source. It consists of PTAT current generation circuit and CTAT current generation circuit as two major subparts. The proposed design produces reference voltage of 701.78 mV with temperature coefficient of 4.05 ppm/°C for the temperature range of – 40 to 125 °C.The value of power consumed by the circuit is 86.135 µW at 1.8 V supply voltage. For proposed design the value of power supply rejection ratio is − 60.53 dB for frequency range of 100 Hz to 100 kHz. All simulation results are obtained in cadence virtuoso using SCL 180 nm CMOS technology.

本文介绍了一种曲率校正带隙基准电路,它使用贝塔乘法器作为恒流源,采用折叠式级联运算放大器。它由 PTAT 电流发生电路和 CTAT 电流发生电路两个主要子部分组成。在 - 40 至 125 °C 的温度范围内,拟议设计产生的基准电压为 701.78 mV,温度系数为 4.05 ppm/°C。在 100 Hz 至 100 kHz 的频率范围内,拟议设计的电源抑制比值为 - 60.53 dB。所有仿真结果均采用 SCL 180 nm CMOS 技术在 cadence virtuoso 中获得。
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引用次数: 0
A programmable gain amplifier based on a two-level CNTFET op amp with optimized trans-conductance to drain current ratio 基于具有优化跨导与漏极电流比的两级 CNTFET 运算放大器的可编程增益放大器
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-28 DOI: 10.1007/s10470-023-02239-8
J. Shailaja, V. S. V. Prabhakar

A cardiac biomarker (CB) is an important substance released into the blood during heart damage. CB measurements help in the detection of concentric levels in cardiac troponin I. The increased troponin level in the blood can lead to the major cause of cardiac injury. Hence it is necessary to monitor the troponin level of blood. Accurate troponin I detection sensors detect the troponin level in blood. The biosensor signal is converted into an electrical signal of very low voltages. However, these electrical signals are too low. Hence, a bio-medical amplifier is introduced with analog to digital converters and compressors to amplify, capture, transfer and digitize the biosensor signal with less power and area consumption. A bio-amplifier is presented with programmable bandwidth and gain, but the task is challenging. Hence, a fully balanced bio-medical gain amplifier using a two-level CNTFET based operational amplifier (op-amp) (BGA-2C-opamp) is proposed in this work. This particular work uses two stages of CNTFET-based op-amp and presents an input capacitor for blocking the DC offset voltages. This coupling input capacitor operates the bio-medical amplifier gain using an extra load capacitor at the output. The coupling feedback resistor and capacitor are used in this amplification stage to provide a small pole frequency. The proportion of input and the feedback capacitors determines the gain of the amplification stage. To develop a two stage CNTFET-based op-amps, the trans-conductance to drain current ratio measurement is used in this case. Moreover, the bias currents of the quasi-resistors used in the feedback circuit are adjusted to achieve the cut-off programmability. The proposed BGA-2C op-amps are carried out in the cadence Virtuoso tool and analyze the proposed system’s effectiveness in magnitude response, phase response, transient response, gain, total harmonic distortion, input referred noise, phase margin, common mode rejection ratio and power supply rejection ratio. In addition to this, the performance measures of delay (D), power (p) and power delay product are examined under different chirality vectors; also, the Monte Carlo analysis is examined.

摘要 心脏生物标志物(CB)是心脏受损时释放到血液中的一种重要物质。CB 测量有助于检测心肌肌钙蛋白 I 的浓度水平。因此,有必要监测血液中的肌钙蛋白水平。精确的肌钙蛋白 I 检测传感器可检测血液中的肌钙蛋白水平。生物传感器信号会转换成电压很低的电信号。然而,这些电信号的电压太低。因此,生物医学放大器与模数转换器和压缩器配合使用,以较小的功率和面积消耗放大、捕获、传输生物传感器信号并将其数字化。生物放大器具有可编程带宽和增益,但这项任务具有挑战性。因此,本研究提出了一种使用基于 CNTFET 的两级运算放大器(BGA-2C-opamp)的全平衡生物医学增益放大器。这项特殊的工作使用了两级 CNTFET 运算放大器,并提出了一个用于阻断直流偏移电压的输入电容器。该耦合输入电容器在输出端使用额外的负载电容器操作生物医学放大器增益。耦合反馈电阻器和电容器用于该放大级,以提供较小的极点频率。输入电容和反馈电容的比例决定了放大级的增益。为了开发基于 CNTFET 的两级运算放大器,本例采用了跨导与漏极电流比测量方法。此外,还调整了反馈电路中使用的准电阻的偏置电流,以实现截止可编程性。在 cadence Virtuoso 工具中对所提出的 BGA-2C 运算放大器进行了幅值响应、相位响应、瞬态响应、增益、总谐波失真、输入参考噪声、相位裕度、共模抑制比和电源抑制比分析。此外,还研究了不同手性向量下的延迟 (D)、功率 (p) 和功率延迟乘积的性能指标;还研究了蒙特卡罗分析。
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引用次数: 0
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Analog Integrated Circuits and Signal Processing
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