CN114491395A - Current domain system design applied to analog front-end signal processing based on FFT algorithm - Google Patents
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Abstract
Description
技术领域technical field
本发明提出一种基于FFT算法的应用于模拟前端信号处理的系统设计,具体涉及模拟集成电路设计技术领域,具体是一个带高速采样开关的离散乘加运算电路系统。该系统可处理高速多频信号的解调过程。将调制的多频信号分频为低频的单频信号。The invention proposes a system design based on FFT algorithm applied to analog front-end signal processing, specifically relates to the technical field of analog integrated circuit design, in particular to a discrete multiply-add operation circuit system with a high-speed sampling switch. The system can handle the demodulation process of high-speed multi-frequency signals. The modulated multi-frequency signal is divided into a low-frequency single-frequency signal.
背景技术Background technique
随着物联网(Internet of Things,IoT)技术的飞速发展,物理层需要高速的无线解决方案。因此,根据香农定理,无线通信技术的发展必然伴随着更宽的带宽。在传统的软件无线电系统中,射频(radio frequency,RF)信号通常通过模数转换在数字域中进行处理。这对前端模数转换器(analog-to-digital converter,ADC)提出了更高的速度和动态范围要求。时域ADC可以解决速度限制,但每个子ADC需要相同的动态范围(dynamic range,DR)要求,以满足信噪比(signal to noise and distortion ratio,SNDR)的总体要求。另一方面,更高的带宽意味着更高的采样频率,这意味着更多的功耗。With the rapid development of Internet of Things (IoT) technology, the physical layer requires high-speed wireless solutions. Therefore, according to Shannon's theorem, the development of wireless communication technology must be accompanied by wider bandwidth. In traditional software radio systems, radio frequency (RF) signals are usually processed in the digital domain through analog-to-digital conversion. This places higher speed and dynamic range requirements on the front-end analog-to-digital converter (ADC). Time-domain ADCs can address speed limitations, but each sub-ADC requires the same dynamic range (DR) requirements to meet the overall signal to noise and distortion ratio (SNDR) requirements. On the other hand, higher bandwidth means higher sampling frequency, which means more power consumption.
在数字信号处理器(digital signal processor,DSP)中,FFT是正交频分复用(Orthogonal Frequency Division Multiplexing,OFDM)解调处理的核心组成,是4G长期演进(LTE)和5G新无线电(NR)中使用的重要技术。高频调制信号通过快速傅立叶变换(FFT)算法解调。但是越来越多的宽带系统对数字解调提出了更高的要求。例如,增加的带宽和信道使得数字域的功耗和面积无法接受。因此现在的解调更倾向于将这一过程在模拟域里进行处理,以减轻对于后续的ADC的性能的要求。In a digital signal processor (DSP), FFT is the core component of Orthogonal Frequency Division Multiplexing (OFDM) demodulation processing, and is the core component of 4G Long Term Evolution (LTE) and 5G New Radio (NR). ) important techniques used in . The high frequency modulated signal is demodulated by a Fast Fourier Transform (FFT) algorithm. But more and more broadband systems put forward higher requirements for digital demodulation. For example, the increased bandwidth and channels make the power and area of the digital domain unacceptable. Therefore, the current demodulation is more inclined to process this process in the analog domain, so as to reduce the performance requirements of the subsequent ADC.
在目前现存的模拟前端FFT算法系统设计中,一种是通过纯无源的开关电容电路的形式完成所有的加法和乘法运算。其中加法通过标准的电荷重分配过程实现电压的相加过程,乘法需要一个未充电的空电容和两个存有代表需做运算的电荷的电容器通过电荷重分配以实现系数乘法。这样的纯无源形式具有较高的精度但是由于需要平衡kT/C噪声以及电荷注入和时钟馈通的影响等,是得所需的电容面积很大且开关的速度和精度的折中也限制了这种系统的速度。另一种使用运算放大器来实现乘法和加法的运算又对于精度是一种很大的限制,同时在功耗方面也没有很大的优势。In the current existing analog front-end FFT algorithm system design, one is to complete all addition and multiplication operations in the form of a purely passive switched capacitor circuit. Among them, the addition process realizes the voltage addition process through the standard charge redistribution process, and the multiplication requires an uncharged empty capacitor and two capacitors that store the charge representing the charge to be performed to realize the coefficient multiplication through charge redistribution. Such a purely passive form has high accuracy, but due to the need to balance kT/C noise and the effects of charge injection and clock feedthrough, etc., the required capacitance area is large and the trade-off between switching speed and accuracy is also limited. the speed of such a system. Another operation that uses op amps for multiplication and addition is a big limitation on accuracy, and there is no big advantage in power consumption.
目前国内外尚无可以在高速下实现较高精度的模拟前端FFT系统,为此,本发明提出了一种在电流域下实现FFT算法的模拟前端设计,可以避免所有的加法运算产生额外的硬件支出,并且在电流域下可以通过电流镜控制乘法的计算精度以达到较高的精度。At present, there is no analog front-end FFT system that can realize higher precision at high speed at home and abroad. Therefore, the present invention proposes an analog front-end design that realizes FFT algorithm in the current domain, which can avoid all addition operations to generate additional hardware. In the current domain, the calculation accuracy of the multiplication can be controlled by the current mirror to achieve higher accuracy.
发明内容SUMMARY OF THE INVENTION
本发明提供了一种基于FFT算法的应用于模拟前端信号处理的电流域系统设计,可以实现64通道的电流域FFT算法系统,实现较高的速度以及中等的精度。The present invention provides a current domain system design based on FFT algorithm and applied to analog front-end signal processing, which can realize a 64-channel current domain FFT algorithm system and achieve high speed and medium precision.
为实现以上目的,本发明采用了全差分的电路系统,输入使用自举升压型电容下级板采样模块,之后通过电流辅助局部负反馈跨导放大器Gm将离散电压信号转换为电流信号,之后通过FFT计算模块将时间域的信号转换为带有特定频率信息的信号以完成FFT的全部运算,最后通过一个带源极负反馈的跨阻放大器AR来实现将电流信号转换回电压信号的功能。In order to achieve the above purpose, the present invention adopts a fully differential circuit system, the input uses a bootstrap boost capacitor lower-level board sampling module, and then converts the discrete voltage signal into a current signal through the current-assisted local negative feedback transconductance amplifier Gm, and then passes The FFT calculation module converts the signal in the time domain into a signal with specific frequency information to complete all FFT operations, and finally realizes the function of converting the current signal back to the voltage signal through a transimpedance amplifier AR with source negative feedback.
具体的FFT算法选择基-4时间抽取蝶形算法,根据不同的点数可以确定计算系统的级数,通过这种算法的选择来确定系统的级数和基本乘加运算的复杂度。根据这种算法来选择系统电路中的乘法精度以对实际电路精度做出确认。图1为基-4时间抽取算法的基本蝶形示意图。基-4时间抽取蝶形算法相比与传统中使用的基-2算法的基础矩阵复杂度有一定程度的增加,但是相同点数下,基-4蝶形算法以4的幂次为底因此可以使得运算级数减少一半,对于实际电路中可以进一步降低噪声的传递,从而提升线性度和精度。The specific FFT algorithm selects the radix-4 time decimation butterfly algorithm, and the series of the calculation system can be determined according to the different number of points. The multiplication accuracy in the system circuit is chosen according to this algorithm to confirm the actual circuit accuracy. Figure 1 is a schematic diagram of the basic butterfly of the radix-4 time extraction algorithm. Compared with the traditional radix-2 algorithm, the radix-4 time extraction butterfly algorithm has a certain degree of increase in the complexity of the basic matrix, but under the same number of points, the radix-4 butterfly algorithm takes the power of 4 as the base, so it can be The number of operation stages is reduced by half, which can further reduce the transmission of noise in practical circuits, thereby improving linearity and accuracy.
所述FFT计算核心模块采用电流域的计算方式,通过采用电流域的计算方式可以避免计算中的加法使用额外的硬件模块。通过硬件线连的方式实现电流的加法。同时通过电流镜的比例放大功能计算电流系数乘法,加速整个系统的计算速度。共源共栅电流镜保证了电流比例计算的计算精度。其中的共源共栅管采用self-cascade的结构在低电源电压环境下实现稳定的漏源电压。The FFT calculation core module adopts the calculation method in the current domain, and by using the calculation method in the current domain, additional hardware modules can be avoided for addition in the calculation. The addition of current is realized by hardware wiring. At the same time, the multiplication of the current coefficient is calculated by the proportional amplification function of the current mirror, which accelerates the calculation speed of the entire system. The cascode current mirror ensures the calculation accuracy of the current ratio calculation. Among them, the cascode transistor adopts a self-cascade structure to achieve stable drain-source voltage in a low power supply voltage environment.
所述FFT计算的输入输出转换级均采用局部负反馈的方式,实现高速跨导放大器和跨阻放大器。其中高速跨导放大器采用电流辅助支路在差分信号的每个峰值处开启分流,实现较小增益下的高线性度设计。高速跨阻放大器采用源极负反馈的形式降低尾电流源的等效噪声影响以实现高增益高精度跨阻放大器。The input and output conversion stages of the FFT calculation all use a local negative feedback method to realize high-speed transconductance amplifiers and transimpedance amplifiers. Among them, the high-speed transconductance amplifier adopts the current auxiliary branch to open the shunt at each peak value of the differential signal, so as to realize the high linearity design under the smaller gain. The high-speed transimpedance amplifier adopts the form of source negative feedback to reduce the equivalent noise effect of the tail current source to realize a high-gain high-precision transimpedance amplifier.
本发明的优点如下:相比于其他的模拟前端FFT算法电路系统,选择了基-4时间抽取蝶形算法,在同样点数下比传统的基-2时间抽取蝶形算法减少了一半的级数,这就在算法层面首先具有了优越性,即对于实际电路而言,越多的级数就意味着更大的噪声传递,因为级数的减少会从系统层面减少噪声,同时基-4时间抽取所带来的基础矩阵复杂度的提升却是仅仅矩阵大小的提升,不涉及单位圆的角度的增加,因此在实际电路中会带来很大的收益。The advantages of the invention are as follows: compared with other analog front-end FFT algorithm circuit systems, the radix-4 time decimation butterfly algorithm is selected, and the number of stages is reduced by half compared with the traditional radix-2 time decimation butterfly algorithm under the same number of points. , which first has advantages at the algorithm level, that is, for practical circuits, more series means greater noise transfer, because the reduction of series will reduce noise from the system level, while the base-4 time The improvement of the complexity of the basic matrix brought by the extraction is only the improvement of the matrix size, and does not involve the increase of the angle of the unit circle, so it will bring great benefits in the actual circuit.
同时本系统采用了电流域的实现方式,相比于传统的电压域实现方式,可以完全避免所有的加法运算的额外硬件开销,因为电流的相加只需线连就可以完成。电流域做运算的另一个优点就是速度很快,这里使用共源共栅电流镜作为电流系数乘法器调节尾管的尺寸以控制寄生电容的大小就可以很大限度的提升-3dB带宽,从而不限制FFT模拟计算中的速度。使用带局部负反馈的跨导和跨阻放大器可以在保证输入输出转换级的精度大于整个系统精度的前提下得到较快的速度,同时辅助电流反馈支路和源极负反馈支路不会产生大的功耗,进一步保证了整体系统的功耗。At the same time, the system adopts the implementation of the current domain. Compared with the traditional implementation of the voltage domain, the additional hardware overhead of all addition operations can be completely avoided, because the addition of the current can be completed only by wire connection. Another advantage of operating in the current domain is that the speed is very fast. Here, using the cascode current mirror as the current coefficient multiplier to adjust the size of the tail pipe to control the size of the parasitic capacitance can greatly increase the -3dB bandwidth, thereby reducing Limit the speed in FFT simulation calculations. The use of transconductance and transimpedance amplifiers with local negative feedback can achieve faster speeds on the premise that the accuracy of the input-output conversion stage is greater than the accuracy of the entire system, and the auxiliary current feedback branch and source negative feedback branch will not generate The large power consumption further ensures the power consumption of the overall system.
附图说明Description of drawings
图1为基-4时间抽取FFT蝶形算法的基本框图。Figure 1 is the basic block diagram of the radix-4 time decimation FFT butterfly algorithm.
图2为本发明提供的一种基于FFT算法的应用于模拟前端信号处理的电流域系统设计的整体框架图。FIG. 2 is an overall frame diagram of a current domain system design based on an FFT algorithm and applied to analog front-end signal processing provided by the present invention.
图3为本发明提供的一种基于FFT算法的应用于模拟前端信号处理的电流域系统设计的输入转换级电路图。FIG. 3 is a circuit diagram of an input conversion stage of a current domain system design based on FFT algorithm and applied to analog front-end signal processing provided by the present invention.
图4为本发明提供的一种基于FFT算法的应用于模拟前端信号处理的电流域系统设计的输出转换级电路图。FIG. 4 is a circuit diagram of an output conversion stage of a current domain system design based on FFT algorithm and applied to analog front-end signal processing provided by the present invention.
具体实施方式Detailed ways
下面结合附图和具体实施方式对本发明的具体实施方式做进一步详细描述。The specific embodiments of the present invention will be described in further detail below with reference to the accompanying drawings and specific embodiments.
首先该系统为一个离散时间处理系统,因此输入信号进入该系统之后需进行采样保持模块得到离散的电压输入信号。为了保持恒定的开关导通电阻Ron,以使得采样的精度远高于系统的精度从而不对系统的精度做出影响。具体的采样保持模块为一个带自举的采样开关,之后为防止电荷注入等的影响采用电容下极板采样形式对输入信号逐次按照时钟控制进行采样,时钟采用64通道的不交叠时钟,对各个开关进行控制。这里的采样电容Cs的容值选择主要根据kT/C噪声的影响进行选择。First of all, the system is a discrete time processing system, so after the input signal enters the system, a sample and hold module needs to be performed to obtain a discrete voltage input signal. In order to maintain a constant switch on-resistance Ron, the accuracy of sampling is much higher than the accuracy of the system so that the accuracy of the system is not affected. The specific sampling and holding module is a sampling switch with bootstrap, and then in order to prevent the influence of charge injection, etc., the input signal is sampled successively according to the clock control in the form of capacitor lower plate sampling, and the clock adopts a 64-channel non-overlapping clock. Each switch is controlled. The capacitance value selection of the sampling capacitor Cs here is mainly selected according to the influence of kT/C noise.
输入信号经过采样后进入输入转换级,输入转换级的具体电路见图3,为一个全差分的跨导级电路,左右两边的两个辅助支路分别在差分信号的峰值处开启,抽取一部分干路上的电流以保持良好的线性度,转换为电流信号之后使用共源共栅电流镜作为输出级,这样可以提高输出阻抗以达到较高的电流精度。The input signal enters the input conversion stage after sampling. The specific circuit of the input conversion stage is shown in Figure 3. It is a fully differential transconductance stage circuit. In order to maintain good linearity, the current on the road is converted into a current signal and a cascode current mirror is used as the output stage, which can improve the output impedance to achieve higher current accuracy.
输入信号经过输入转换级之后,进入到FFT算法的计算模块,输入信号的顺序按照基-4算法中的输入顺序排列,之后根据每一级的旋转因子确定的乘法系数进行相应的系数乘法和电流相加的运算。这里通过调节控制电流比例系数的对管的宽长比控制电流的大小从而控制速度。After the input signal passes through the input conversion stage, it enters the calculation module of the FFT algorithm. The order of the input signal is arranged according to the input order in the radix-4 algorithm, and then the corresponding coefficient multiplication and current are carried out according to the multiplication coefficient determined by the twiddle factor of each stage. Addition operation. Here, the size of the current is controlled by adjusting the width-length ratio of the pair of tubes that controls the proportional coefficient of the current to control the speed.
最后经过输出转换级,将完成计算的电流信号转换为电压信号,这里为了降低电流源管对等效噪声的贡献,采用源极负反馈的方式减少噪声的贡献,通过电阻R来调节这级的增益使得输出信号摆幅在一个合适的区间内。Finally, through the output conversion stage, the calculated current signal is converted into a voltage signal. In order to reduce the contribution of the current source tube to the equivalent noise, the source negative feedback method is used to reduce the noise contribution, and the resistor R is used to adjust the level of this stage. The gain makes the output signal swing within a suitable range.
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| CN115664405A (en) * | 2022-10-26 | 2023-01-31 | 上海交通大学 | Multichannel analog front-end sensing interface circuit based on current domain frequency division multiplexing |
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Application publication date: 20220513 |