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ITERATED DESIGN OF NON EQUIRIPPLE LOW PASS FILTER
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作者 张雅绮 林杞楠 郭继昌 《Transactions of Tianjin University》 EI CAS 2000年第1期41-45,共5页
Non equiripple approximation of filter characteristics can be realized either odd order or even order in the symmetric load case.This paper presents a method of synthesizing non equiripple low pass filter based on ... Non equiripple approximation of filter characteristics can be realized either odd order or even order in the symmetric load case.This paper presents a method of synthesizing non equiripple low pass filter based on iteration analysis,in which the rational fraction formed of Chebyshev polynomial is used as the filter characteristic function.This method is convenient for computer programming,because the attenuation zeros and poles of the filter can be determined easily and the synthesis procedure is simple,too.The given examples show that the method is of a practical value in filter design. 展开更多
关键词 non equiripple characteristics low pass filter Newton iteration method
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Memristor bridge-based low pass filter for image processing 被引量:5
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作者 YU Yongbin YANG Nijing +1 位作者 YANG Chenyu NYIMA Tashi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2019年第3期448-455,共8页
This paper highlights the memristor bridge-based lowpass filter (LPF) and improved image processing algorithms along with a novel adaptive Gaussian filter for denoising image and a new Gaussian pyramid for scale invar... This paper highlights the memristor bridge-based lowpass filter (LPF) and improved image processing algorithms along with a novel adaptive Gaussian filter for denoising image and a new Gaussian pyramid for scale invariant feature transform (SIFT). First, a novel kind of LPF based on the memristor bridge is designed, whose cut-off frequency and other traits are demonstrated to change with different time and memristance. In light of the changeable parameter of the memristor bridge-based LPF, a new adaptive Gaussian filter and an improved SIFT algorithm are presented. Finally, experiment results show that the peak signalto- noise ratio (PSNR) of our denoising is bettered more than 2.77 dB compared to the corresponding of the traditional Gaussian filter, and our improved SIFT performances including the number of matched feature points and the percent of correct matches are higher than the traditional SIFT, which verifies feasibility and effectiveness of our algorithm. 展开更多
关键词 MEMRISTOR BRIDGE low-PASS filter (LPF) adaptive GAUSSIAN filter image denoising GAUSSIAN pyramid
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Design of a compact low-pass filter with wide stopband 被引量:1
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作者 杨雪霞 薛玉杰 《Journal of Shanghai University(English Edition)》 CAS 2008年第6期495-497,共3页
This paper presents a novel low-pass filter (LPF) with sharp rejection, wide stopband and compact size, which are realized by the defected ground structure (DGS) and the defected microstrip structure (DMS). The ... This paper presents a novel low-pass filter (LPF) with sharp rejection, wide stopband and compact size, which are realized by the defected ground structure (DGS) and the defected microstrip structure (DMS). The equivalent circuit model is proposed and the circuit parameters are extracted by the circuit simulation software. The parameters measured are 3 dB cutoff frequency fc of 5.2 GHz, the insertion loss less than 0.5 dB from DC to 4.0 GHz and S21 less than -20 dB within the wide stopband from 6 GHz to 16 GHz. The results of the circuit optimization agree well with those of the full wave simulation and the measured ones, which validate the effectiveness of the equivalent circuit model. The size of the proposed LPF is decreased compared with normal LPF. This LPF can be applied in rectennas to eliminate high order harmonics. 展开更多
关键词 low-pass filter (LPF) defected ground structure (DGS) defected microstrip structure (DMS) equivalent circuit
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Multilayer Low Pass Filter Using LTCC Technology 被引量:1
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作者 Xi-Dan Chen Ying-Li Liu Yuan-Xun Li 《Journal of Electronic Science and Technology of China》 2007年第4期374-377,共4页
The implementation and characteristics of a compact lumped-element three-order low pass filter are presented in this paper. The filter with 120 MHz cut off frequency, as well as more than 20 dB of the attenuation abov... The implementation and characteristics of a compact lumped-element three-order low pass filter are presented in this paper. The filter with 120 MHz cut off frequency, as well as more than 20 dB of the attenuation above 360 MHz frequency band is successfully manufactured in an LTCC substrate with 40 pm layer thickness. The overall size of the filter is 2.0 mm×1.2 mm×0.9 mm. A good coincidence between the measured results and the full-wave electromagnetic designed responses is observed. 展开更多
关键词 low pass filter low temperature co-fired ceramic (LTCC) lumped-element filter multilayer RF circuits.
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CFOA Based Low Pass and High Pass Ladder Filter—A New Configuration 被引量:1
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作者 Praween K. Sinha Akshay Saini +1 位作者 Pranav Kumar Sumit Mishra 《Circuits and Systems》 2014年第12期293-300,共8页
A new technique using signal flow graph for conversion of ladder based filter into CFOA based filter has been proposed. The proposed technique converts the existing LC ladder based filter into CFOA in low pass and hig... A new technique using signal flow graph for conversion of ladder based filter into CFOA based filter has been proposed. The proposed technique converts the existing LC ladder based filter into CFOA in low pass and high pass configuration. The design of low pass filter and high pass filter has been realized using the proposed technique. The proposed configuration is implemented using CFOA as an active device and all the capacitors are grounded. Simulation has been carried out using simulation software I-cap. The simulation results have been demonstrated and discussed. 展开更多
关键词 CFOA-Current Feedback Operational Amplifier LADDER filter Signal Flow Graph Current MODE Voltage MODE HIGH PASS filter low PASS filter
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Design of low-pass filter based on a novel defected ground structure
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作者 钟小明 李国辉 《Journal of Shanghai University(English Edition)》 CAS 2007年第4期396-399,共4页
A novel defected ground structure (DGS) for the microstrip line is proposed in this paper. The DGS lattice has more defect parameters so that it can provide better performance than the conventional dumbbell-shaped D... A novel defected ground structure (DGS) for the microstrip line is proposed in this paper. The DGS lattice has more defect parameters so that it can provide better performance than the conventional dumbbell-shaped DGS. Selectivity is improved by 97.2% with a sharpness factor of 24.6%. The method is applied to the design of a low-pass filter to confirm validity of the proposed DGS. 展开更多
关键词 defected ground structure (DGS) low-pass filter bandgap sharpness factor SELECTIVITY
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Compact Low Pass Filter Design for L-Band Application
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作者 Dhirendra Kumar Asok De 《Journal of Electromagnetic Analysis and Applications》 2011年第4期115-117,共3页
An effective technique to design compact low pass filter has been proposed in this paper. The proposed method is highly effective for L-band applications. Low impedance microstrip lines are arranged such that they wor... An effective technique to design compact low pass filter has been proposed in this paper. The proposed method is highly effective for L-band applications. Low impedance microstrip lines are arranged such that they work as open stubs to increase the selectivity of the filter. Using the proposed technique about 57% size reduction has been realized with sharper roll off characteristics. An empirical expression is derived to determine the dimension of resonators. For cut-off frequency of 1.7 GHz the investigated method has been fabricated and tested. There is a close agreement be-tween simulated and measured 展开更多
关键词 low PASS filter CHEBYSHEV PROTOTYPE Stepped IMPEDANCE ETC
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DESIGN OF LOW-VOLTAGE AND LOW-POWER FULLY INTEGRATED FILTER BASED ON LOG-DOMAIN CURRENT-MODE INTEGRATOR
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作者 Li Shutao Wang Yaonan Wu Jie (College of Electrical and Information Engineering, Hunan University, Changsha 410082) 《Journal of Electronics(China)》 2001年第4期346-350,共5页
In this paper a novel log-domain current-mode integrator based on MOS transistors in subthreshold is proposed. The integrator's time-constant is tunable by varying a reference bias current. By use of the integrato... In this paper a novel log-domain current-mode integrator based on MOS transistors in subthreshold is proposed. The integrator's time-constant is tunable by varying a reference bias current. By use of the integrator, a fifth-order Chebyshev lowpass filter with 0.1dB ripples is designed. The simulation results demonstrate that the proposed filter has such advantages as low power supply(1.5V), very low power dissipation (μW level), nearly ideal frequency response, very small sensitivity to components in passband, and adjustable cut-off frequency over a wide range.The circuit is composed of NMOS transistors and grounded capacitors which make it suitable for fully integrated circuit implementation. 展开更多
关键词 Current mode Log-domain filter low VOLTAGE
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The Regularized Low Pass Filter
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作者 Weidong Chen 《Journal of Signal and Information Processing》 2014年第1期14-16,共3页
In this paper the low pass filter is discussed in the noisy case. And a regularized low pass filter is presented. The convergence property of the regularized low pass filtering algorithm is proved in theory and tested... In this paper the low pass filter is discussed in the noisy case. And a regularized low pass filter is presented. The convergence property of the regularized low pass filtering algorithm is proved in theory and tested by numerical results. 展开更多
关键词 Noise low PASS filter REGULARIZATION
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Design of Sixth-Order Lowpass Elliptic Switched-Capacitor Filter
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作者 Dong Yan Liang Yin +2 位作者 Xiaowei Liu Wenning Jiang Qiuye Lv 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2016年第6期47-53,共7页
In this paper the design and implementation of sixth-order lowpass elliptic switched-capacitor filter( SCF) for interface circuit of Micro-Electro-Mechanical System( MEMS) sensor are presented. This work aims to lower... In this paper the design and implementation of sixth-order lowpass elliptic switched-capacitor filter( SCF) for interface circuit of Micro-Electro-Mechanical System( MEMS) sensor are presented. This work aims to lower total harmonic distortion( THD) without deteriorating other performances. After system design in Simulink,the filter is realized in transistor level and finally fabricated in Central Semiconductor Manufacturing Corporation( CSMC) 0.5 μm metal-oxide-semiconductor( CMOS) technology. Typical measured results are: it operates with 25: 1 clock-to-corner frequency ratio and a 10 k Hz maximum corner frequency. The maximum passband ripple is about 0.49 d B and the minimum stopband rejection is 40 d B for the temperature from-20 ℃to 80 ℃. For the 250 k Hz clock frequency setting,given the 1 k Hz,- 8 d BVrms input signal,the measured worst case THD is-64 d B. The active area of the chip is 2.8 mm2 with 8 pads. The analog power dissipation is10 m W from a 5 V power supply. 展开更多
关键词 SWITCHED-CAPACITOR lowpass elliptic filter biquad
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Compact Metamaterial Microstrip Low-Pass Filter
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作者 Sudhakar Sahu Rabindra Kishore Mishra Dipak Ranjan Poddar 《Journal of Electromagnetic Analysis and Applications》 2011年第10期399-405,共7页
Complimentary hexagonal-omega structures are used to design compact, low insertion loss (IL), low pass filter with sharp cut-off. It has been designed for improvement of roll-off performance based on both μ and ε ne... Complimentary hexagonal-omega structures are used to design compact, low insertion loss (IL), low pass filter with sharp cut-off. It has been designed for improvement of roll-off performance based on both μ and ε negative property of the complimentary hex-omega structure while maintaining the filter pass-band performance. By properly designing and loading the hexagonal-omega structure in the ground of microstrip line not only improve the roll-off of the low pass filter, but also reduced the filter size. The simulated results indicate that the proposed filter achieves a flat pass band with no ripples as well as selectivity of 19.68 dB/GHz, corresponding to 5-unit cells hex-omega structures. This significantly exceeds the 5.6 dB/GHz selectivity of the conventional low pass filter design, due to sub-lambda dimensions of the hex-omega structure. A prototype filter implementing area is: 0.712λg x 0.263λg, λg being the guided wavelength at 3-dB cut-off frequency (fc). The proposed filter has a size smaller by 36.2%. 展开更多
关键词 Hex-Omega Structure MICROSTRIP low-PASS filter METAMATERIAL Sharp CUT-OFF
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DAPSO and PSO-VAF in Linear Phase Digital Low Pass FIR Filter Design
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作者 Mudit Shukla G. R. Mishra 《Circuits and Systems》 2014年第3期57-67,共11页
Digital filters play a key role in the field of digital signal processing. This paper presents a linear phase digital low pass finite impulse response (FIR) filter design using particle swarm optimization and its two ... Digital filters play a key role in the field of digital signal processing. This paper presents a linear phase digital low pass finite impulse response (FIR) filter design using particle swarm optimization and its two new variants, dynamic and adjustable particle swarm optimization (DAPSO) and particle swarm optimization with variable acceleration factor (PSO-VAF) and illustrates the superiority of the PSO-VAF method over PSO based methods. Two fitness functions are considered. The fitness1 is used to find the possible minimum ripples in pass band and stop band in case of PSO, DAPSO and PSO-VAF. Fitness2 is able to control the ripples in both bands separately. A comparison of simulation results demonstrates the performance of PSO and its methods in designing digital low pass FIR filters. 展开更多
关键词 DIGITAL filterS Design low PASS FIR filterS PSO DAPSO PSO-VAF
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Low Distortion Quick Response Noise Filter Realized withAverage Peaks Method
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作者 Lei Liu Jianyue Ren +2 位作者 Ko-Wen Jwo Yu Zhang Xianfeng Li 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2016年第5期39-44,共6页
The filter proposed in this paper is expected to reduce noise whose frequency is lower than higher order harmonics of real signals.It is based on the distributive characteristics of noise,and uses analog circuits to s... The filter proposed in this paper is expected to reduce noise whose frequency is lower than higher order harmonics of real signals.It is based on the distributive characteristics of noise,and uses analog circuits to select the high peak and low peak of the input signal and applies their average in order to reduce random noise.So it has no cutoff frequency and higher order harmonics of real signals are remained.As a result,it gives an instant response to changes in input signals and retains the integrity of real signals.Furthermore,it has only a small phase delay.The simulation results of slew rate,phase delay and spectral analysis under MULTISIM indicate that the quick response noise filter achieves a high slew rate of 472 V/ms and the phase shift is nearly zero.By having it used in a color tester design,it is also demonstrated that the proposed filter effectively reduces noise and remains signal integrity.With the filter 's help,the relative standard deviation of the spectrograph decreases from 1% to 0.22%,indicating better stability. 展开更多
关键词 low distortion quick response filter cutoff frequency
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Microstrip Low-Pass Elliptic Filter Design Based on Implicit Space Mapping Optimization
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作者 Saeed Tavakoli Mahdieh Zeinadini Shahram Mohanna 《International Journal of Communications, Network and System Sciences》 2010年第5期462-465,共4页
It is a time-consuming and often iterative procedure to determine design parameters based on fine, accurate but expensive, models. To decrease the number of fine model evaluations, space mapping techniques may be empl... It is a time-consuming and often iterative procedure to determine design parameters based on fine, accurate but expensive, models. To decrease the number of fine model evaluations, space mapping techniques may be employed. In this approach, it is assumed both fine model and coarse, fast but inaccurate, one are available. First, the coarse model is optimized to obtain design parameters satisfying design objectives. Next, auxiliary parameters are calibrated to match coarse and fine models’ responses. Then, the improved coarse model is re-optimized to obtain new design parameters. The design procedure is stopped when a satisfactory solution is reached. In this paper, an implicit space mapping method is used to design a microstrip low-pass elliptic filter. Simulation results show that only two fine model evaluations are sufficient to get satisfactory results. 展开更多
关键词 IMPLICIT Space Mapping OPTIMIZATION MICROSTRIP low-PASS ELLIPTIC filter Surrogate Model
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34 GHz Bandpass Filter for Low-temperature Co-fired Ceramic System-in-Package Application
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作者 XU Ziqiang SHI Yu +2 位作者 ZENG Zhiyi LIAO Jiaxuan LI Tian 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2011年第2期309-315,共7页
Modern electronic circuit requires compact,multifunctional technology in communication systems.However,it is very difficult due to the limitations in passive component miniaturization and the complication of fabricati... Modern electronic circuit requires compact,multifunctional technology in communication systems.However,it is very difficult due to the limitations in passive component miniaturization and the complication of fabrication process.The bandpass filter is one of the most important passive components in millimeter(mm)-wave communication system,attracting significant interest in three-dimension(3D) miniaturized design,which is few reported.In this paper,a bandpass filter structure using low-temperature co-fired ceramic(LTCC) technology,which is fully integrated in a system-in package(SIP) communication module,is presented for miniaturized and high reliable mm-wave application.The bandpass filter with 3D end-coupled microstrip resonators is implemented in order to achieve a high performance bandwidth characteristic.Specifically,all of the resonators are embedded into different ceramic layers to decrease the insertion loss and enhance the out-of-band rejection performance by optimizing the coupling coefficient and the coupling strength.A fence structure,which is formed by metal-filled via array with the gap less than quarter wavelength,is placed around the embedded bandpass filter to avoid electromagnetic(EM) interference problem in multilayer structure.This structural model is validated through actual LTCC process.The bandpass filter is successfully manufactured by modifying the co-fireablity characteristics,adjusting the sintering profile,releasing the interfacial stress,and reducing the shrinkage mismatch with different materials.Measured results show good performance and agree well with the high frequency EM full wave simulation.The influence of layer thickness and dielectric constant on the frequency response in fabricated process is analyzed,where thicker ceramic sheets let the filter response shift to higher frequency.Moreover,measured S-parameters denote the center frequency is also strongly influenced by the variation of ceramic material's dielectric constants.By analyzing the relationship between the characteristics of the ceramic tape and the center frequency of the filter,both theoretical and experimental data are accumulated for broadening application filed.With the coupling resonators embedded into the ceramic layers,the bandpass filter exhibits advantages of small size and high reliability compared to conventional planar filter structure,which makes the bandpass filter suitable for SIP communicational application. 展开更多
关键词 three-dimensional(3D) structure bandpass filter low-temperature co-fired ceramic(LTCC) system in package(SIP)
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Continuously Variable Bandwidth Sharp FIR Filters with Low Complexity
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作者 James T. George Elizabeth Elias 《Journal of Signal and Information Processing》 2012年第3期308-315,共8页
In software defined radio (SDR), sharp filters of different bandwidth are required to fine tune the desired channel. This requires different computational resources and large number of filter coefficients. This paper ... In software defined radio (SDR), sharp filters of different bandwidth are required to fine tune the desired channel. This requires different computational resources and large number of filter coefficients. This paper proposes a continuously variable bandwidth sharp finite impulse response (FIR) filter with low distortion and low complexity. For this, a fixed length FIR filter is used with two arbitrary sampling rate converters. This system can be used for both the continuous increase as well as decrease of the effective bandwidth of a filter. The low complexity and sharpness are achieved by using the frequency-response masking (FRM) approach for the design of the fixed length FIR filter. The sharp transition width leads to maximum rejection to channel interference in SDR. 展开更多
关键词 Variable Bandwidth filter FREQUENCY-RESPONSE MASKING low Complexity Finite IMPULSE Response filter Re-Sampling
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A 0.9 V Supply OTA in 0.18 μm CMOS Technology and Its Application in Realizing a Tunable Low-Pass Gm-C Filter for Wireless Sensor Networks
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作者 Soolmaz Abbasalizadeh Samad Sheikhaei Behjat Forouzandeh 《Circuits and Systems》 2013年第1期34-43,共10页
A low voltage low power operational transconductance amplifier (OTA) based on a bulk driven cell and its application to implement a tunable Gm-C filter is presented. The linearity of the OTA is improved by attenuation... A low voltage low power operational transconductance amplifier (OTA) based on a bulk driven cell and its application to implement a tunable Gm-C filter is presented. The linearity of the OTA is improved by attenuation and source degeneration techniques. The attenuation technique is implemented by bulk driven cell which is used for low supply voltage circuits. The OTA is designed to operate with a 0.9 V supply voltage and consumes 58.8 μW power. A 600 mVppd sine wave input signal at 1 MHz frequency shows total harmonic distortion (THD) better than -40 dB over the tuning range of the transconductance. The OTA has been used to realize a tunable Gm-C low-pass filter with gain tuning from 5 dB to 21 dB with 4 dB gain steps, which results in power consumptions of 411.6 to 646.8 μW. This low voltage filter can operate as channel select filter and variable gain amplifier (VGA) for wireless sensor network (WSN) applications. The proposed OTA and filter have been simulated in 0.18 μm CMOS technology. Corner case and temperature simulation results are also included to forecast process and temperature variation affects after fabrication. 展开更多
关键词 OTA low Voltage low Power BULK Driven Gm-C filter
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低电容CHB型混合动力中压电机调速系统
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作者 孙孝峰 黄晨阳 +4 位作者 滕甲训 潘禹卓 齐磊 赵巍 李昕 《中国电机工程学报》 EI CSCD 北大核心 2024年第20期8233-8247,I0026,共16页
针对氢燃料电池大功率电机驱动系统,提出一种以燃料电池为主动力源的轻量化级联H桥(cascadedH-bridge,CHB)型混合动力中压电机调速系统。所提系统由燃料电池/蓄电池/超级电容的混合动力源供电,基于四有源桥(quad activebridge,QAB)与CH... 针对氢燃料电池大功率电机驱动系统,提出一种以燃料电池为主动力源的轻量化级联H桥(cascadedH-bridge,CHB)型混合动力中压电机调速系统。所提系统由燃料电池/蓄电池/超级电容的混合动力源供电,基于四有源桥(quad activebridge,QAB)与CHB子模块互联的两级变换器(cascaded H-bridges with quad active bridge,CHB-QAB)作为调速变换器。CHB-QAB通过四绕组高频变压器将各子模块进行内部互联,采用单边同步双边移相调制的策略,使得所有子模块呈现开关电容特性,在不依赖复杂控制的前提下,减小子模块电容的容值,提升系统的功率密度。针对三类动力源,采用基于低通滤波(lowpassfilter,LPF)的能量管理策略,保证电机实际运行过程中的有效功率分配,解决燃料电池对电机动态响应缓慢和燃料饥饿现象等问题。最后通过仿真与实验对所提轻量化电机调速系统进行验证。 展开更多
关键词 混合动力源 级联H桥 低通滤波 电机调速 轻量化
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基于sigmoid滤波器的永磁轮毂电机自抗扰控制
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作者 全力 刘诗龙 +4 位作者 朱孝勇 张超 杜怿 徐磊 张丽 《农业工程学报》 EI CAS CSCD 北大核心 2024年第10期14-23,共10页
相比燃油拖拉机,电动拖拉机具有节能高效、绿色清洁的优点。分布式驱动电动拖拉机结构简单、控制维度多,能进一步提高电动拖拉机的工作效率和作业精度。但是电机检测转速噪声导致轮毂电机速度波动严重,复杂路面及多种作业工况下进一步... 相比燃油拖拉机,电动拖拉机具有节能高效、绿色清洁的优点。分布式驱动电动拖拉机结构简单、控制维度多,能进一步提高电动拖拉机的工作效率和作业精度。但是电机检测转速噪声导致轮毂电机速度波动严重,复杂路面及多种作业工况下进一步加剧了上述问题,严重降低了拖拉机的作业质量。针对上述问题,该研究提出一种基于sigmoid滤波器的线性自抗扰控制(linear active disturbance rejection control,LADRC)以提高轮毂电机的转速稳定性和抗扰动能力。该控制策略在传统LADRC的基础上引入sigmoid滤波器至扩张状态观测器(extended state observer,ESO),根据输入噪声信号误差变化改变滤波器带宽,以抑制观测误差中的中高频干扰信号,同时避免滤波器积分环节对轮毂电机速度跟踪快速性的影响,具有较快的收敛性。搭建试验平台对所提出控制策略进行试验验证,结果表明:与传统LADRC策略相比,本文所提控制策略在变速和变载工况下的转速脉动分别减小了32%和41.67%,iq电流脉动分别减小了6.25%和4.17%,可在快速、准确跟踪给定转速的同时,大幅提高轮毂电机驱动系统的噪声抑制性能,为复杂环境下电动拖拉机高精度作业提供技术参考。 展开更多
关键词 永磁电机 噪声 线性自抗扰控制 扩张状态观测器 sigmoid滤波器
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基于手机内置MEMS传感器的行人步数检测方法
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作者 赵桂玲 王续 梁伟东 《传感器与微系统》 CSCD 北大核心 2024年第7期128-131,共4页
手机内置微机电系统(MEMS)传感器具有零偏不稳定性和误差发散快等缺点。为了提高行人步数检测的准确性,基于图形用户界面(GUI),建立零偏校正、低通滤波和卡尔曼(Kalman)滤波3种误差处理模型。采用峰值域和时间域共同约束峰值的双特征检... 手机内置微机电系统(MEMS)传感器具有零偏不稳定性和误差发散快等缺点。为了提高行人步数检测的准确性,基于图形用户界面(GUI),建立零偏校正、低通滤波和卡尔曼(Kalman)滤波3种误差处理模型。采用峰值域和时间域共同约束峰值的双特征检测方法,设计平稳前进和摆臂前进两种动态实验场景,检测行人步数。实验结果表明:在不同动态场景下,双特征检测行人步数的准确率均在95%以上,验证了所提算法的准确性和鲁棒性,满足行人步数检测的要求。 展开更多
关键词 微机电系统 图形用户界面 零偏校正 低通滤波 卡尔曼滤波
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