IEEE Transactions on Circuits and Systems II: Express Briefs最新文献

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An Ultra-Compact Ka-Band Folded Phased-Array Transceiver Front-End With Bidirectional 20-dB Gain Control 具有双向20db增益控制的超紧凑ka波段折叠相控阵收发器前端
IF 4.9 2区 工程技术
IEEE Transactions on Circuits and Systems II: Express Briefs Pub Date : 2025-07-08 DOI: 10.1109/TCSII.2025.3586977
Shiwei Wu;Dongfang Pan;Laifu Jin;Lin Cheng
{"title":"An Ultra-Compact Ka-Band Folded Phased-Array Transceiver Front-End With Bidirectional 20-dB Gain Control","authors":"Shiwei Wu;Dongfang Pan;Laifu Jin;Lin Cheng","doi":"10.1109/TCSII.2025.3586977","DOIUrl":"https://doi.org/10.1109/TCSII.2025.3586977","url":null,"abstract":"This brief presents an ultra-compact Ka-band phased-array transceiver front-end implemented in 65-nm CMOS technology. The proposed design integrates a folded variable gain front-end and a passive variable gain phase shifter. The variable gain front-end achieves a merged receive and transmit channel layout design with stacked 8-shaped transformers. The passive variable gain phase shifter accomplishes bidirectional gain and phase control using the attenuable matching transformer with coupling lines. The transceiver achieves a 20 dB bidirectional gain range, 360° phase control, 0.5 dB gain steps, and 5.625° phase steps, meeting the stringent requirements of phased-array systems. Measurements demonstrate a maximum RMS phase error of 3.6° and an RMS gain error of 0.41 dB over the 32.3-37.7 GHz frequency range. The core occupies just 0.345 mm2, representing a more than 50% reduction in area compared to prior designs, making it highly suitable for large-scale phased-array applications.","PeriodicalId":13101,"journal":{"name":"IEEE Transactions on Circuits and Systems II: Express Briefs","volume":"72 9","pages":"1203-1207"},"PeriodicalIF":4.9,"publicationDate":"2025-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144914432","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Energy-Efficient Image Deblurring Accelerator With Quad-Base-Quad-Scale Quantized Format and Layer Normalization-Aware Optimization 基于四基四尺度量化格式和层归一化感知优化的节能图像去模糊加速器
IF 4.9 2区 工程技术
IEEE Transactions on Circuits and Systems II: Express Briefs Pub Date : 2025-07-07 DOI: 10.1109/TCSII.2025.3586657
Jinhoon Jo;Jueun Jung;Kyuho Jason Lee
{"title":"An Energy-Efficient Image Deblurring Accelerator With Quad-Base-Quad-Scale Quantized Format and Layer Normalization-Aware Optimization","authors":"Jinhoon Jo;Jueun Jung;Kyuho Jason Lee","doi":"10.1109/TCSII.2025.3586657","DOIUrl":"https://doi.org/10.1109/TCSII.2025.3586657","url":null,"abstract":"This brief proposes a novel data-format-based image deblurring accelerator with layer normalization and UNet architecture optimization for mobile cameras. As the demand for photography in dynamic environments continues to grow and the limitations of physical stabilization are tightening, post-processing methods to restore sharp images have gained increasing attention, notably deblurring methods based on convolutional neural networks. However, their heavy computational cost hinders their integration into mobile computing platforms. The proposed accelerator enables energy-efficient acceleration of deblurring through the following three key features: 1) A Quad-base-Quad-scale Quantized format that maintains image quality with only 8-bit, reducing external memory access (EMA) by 33% and achieving 75.7% higher multiply-and-accumulation (MAC) energy efficiency compared to conventional 12-bit precision; 2) A Layer Normalization-Aware Optimization technique, enabling parallel normalization and fusion of affine transformation; 3) A dual-stationary systolic array architecture that selects the optimal dataflow for each UNet block based on processing element (PE) utilization. As a result, the proposed accelerator achieves 2.49 TOPS/W, which is <inline-formula> <tex-math>$2.23times $ </tex-math></inline-formula> higher than prior work, enabling energy-efficient deblurring for mobile applications.","PeriodicalId":13101,"journal":{"name":"IEEE Transactions on Circuits and Systems II: Express Briefs","volume":"72 9","pages":"1273-1277"},"PeriodicalIF":4.9,"publicationDate":"2025-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144914404","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ZRHDC: A Lightweight HDC Architecture With Zero ROM Overhead ZRHDC:一个轻量级的HDC架构,零ROM开销
IF 4.9 2区 工程技术
IEEE Transactions on Circuits and Systems II: Express Briefs Pub Date : 2025-07-04 DOI: 10.1109/TCSII.2025.3585931
Baoying Yu;Xiaoqin Wang;Dingyi Wang;Qiang Li;Shushan Qiao
{"title":"ZRHDC: A Lightweight HDC Architecture With Zero ROM Overhead","authors":"Baoying Yu;Xiaoqin Wang;Dingyi Wang;Qiang Li;Shushan Qiao","doi":"10.1109/TCSII.2025.3585931","DOIUrl":"https://doi.org/10.1109/TCSII.2025.3585931","url":null,"abstract":"Hyper-Dimensional Computing (HDC) is an efficient learning paradigm inspired by the high-dimensional properties of human brain. However, existing HDC architectures require large storage overhead to store position and level hyper-vectors, increasing the chip area while also limiting the expansion of dimensions. To solve this problem, we propose a lightweight HDC architecture with Zero Rom overhead, named as ZRHDC. Utilizing a novel parallel encoding method and a rapid random vector generation mechanism based on Linear Feedback Shift Register and shift-flip operations, ZRHDC accelerates encoding process and completely eliminates the ROM overhead. The proposed architecture supports classification tasks with up to 32 categories, 1024 features and 8192 dimensions, achieving 2-<inline-formula> <tex-math>$8 times $ </tex-math></inline-formula> dimensional expansion compared to the state-of-the-art ASIC designs and accuracy improvement in various tasks and training strategies. Moreover, our chip only costs 0.66mm2 at 55nm, achieving 3-<inline-formula> <tex-math>$6 times $ </tex-math></inline-formula> area scaling down. Simulation results show that it consumes 0.771mW when performing the EMG hand-gesture recognition task and merely 0.009mW in standby.","PeriodicalId":13101,"journal":{"name":"IEEE Transactions on Circuits and Systems II: Express Briefs","volume":"72 9","pages":"1263-1267"},"PeriodicalIF":4.9,"publicationDate":"2025-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144914150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Chaotic Nature of Integer Sequences From Primitive Linear Feedback Shift Registers 原始线性反馈移位寄存器中整数序列的混沌性质
IF 4.9 2区 工程技术
IEEE Transactions on Circuits and Systems II: Express Briefs Pub Date : 2025-07-04 DOI: 10.1109/TCSII.2025.3585913
Hyojeong Choi;Gangsan Kim;Hong-Yeop Song;Hongjun Noh
{"title":"Chaotic Nature of Integer Sequences From Primitive Linear Feedback Shift Registers","authors":"Hyojeong Choi;Gangsan Kim;Hong-Yeop Song;Hongjun Noh","doi":"10.1109/TCSII.2025.3585913","DOIUrl":"https://doi.org/10.1109/TCSII.2025.3585913","url":null,"abstract":"In this brief, we investigate the chaotic characteristics of the integer sequences generated by primitive linear feedback shift registers (LFSRs) by interpreting the internal states as integers. We prove that the discrete Lyapunov exponent (dLE) of the permutations induced by these sequences from an L-stage primitive LFSR approches to the range between <inline-formula> <tex-math>$ln (sqrt {3})$ </tex-math></inline-formula> and <inline-formula> <tex-math>$ln (2)$ </tex-math></inline-formula> as L increases indefinitely and hence the dynamic systems satisfy the definition of discrete chaos. Furthermore, the 0–1 test of the sequences yields statistics close to 1, supporting the conclusion that these sequences exhibit chaotic dynamics under both theoretical and empirical evaluations.","PeriodicalId":13101,"journal":{"name":"IEEE Transactions on Circuits and Systems II: Express Briefs","volume":"72 9","pages":"1268-1272"},"PeriodicalIF":4.9,"publicationDate":"2025-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144914409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High-Throughput Pseudo-Random Number Generators Over Discrete Chaos 离散混沌上的高吞吐量伪随机数发生器
IF 4.9 2区 工程技术
IEEE Transactions on Circuits and Systems II: Express Briefs Pub Date : 2025-07-03 DOI: 10.1109/TCSII.2025.3585809
Carlos E. C. Souza;Davi Moreno;Matheus H. S. Sousa;Daniel P. B. Chaves;Cecilio Pimentel
{"title":"High-Throughput Pseudo-Random Number Generators Over Discrete Chaos","authors":"Carlos E. C. Souza;Davi Moreno;Matheus H. S. Sousa;Daniel P. B. Chaves;Cecilio Pimentel","doi":"10.1109/TCSII.2025.3585809","DOIUrl":"https://doi.org/10.1109/TCSII.2025.3585809","url":null,"abstract":"In this brief we propose two pseudo-random number generators (PRNGs) based on the discrete Arnold cat map (DACM) over the integer ring <inline-formula> <tex-math>$mathbb {Z}_{2^{m}}$ </tex-math></inline-formula>. The first PRNG employs or-exclusive (XOR) and bit permutations, discarding multiplication operations. The second PRNG proposes a methodology to double the number of bits extracted from each chaotic sample, increasing the bit generation rate. The statistical properties of the PRNGs are analyzed with the statistical test suites NIST and TestU01. The proposed PRNGs are implemented in the field-programmable gate array (FPGA) Xilinx Zynq-7000 and their hardware complexity is analyzed. We show that the maximum throughput obtained by one of the proposed PRNGs is 19 Gbps, which outperforms recent approaches.","PeriodicalId":13101,"journal":{"name":"IEEE Transactions on Circuits and Systems II: Express Briefs","volume":"72 9","pages":"1303-1307"},"PeriodicalIF":4.9,"publicationDate":"2025-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144914189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A 36 mJ/Inf Convolution Accelerator With Reduced Memory Access and Regrouped Sparse Kernels for Environment Sound Classification on Edge Devices 基于减少内存访问和稀疏核重组的36mj /Inf卷积加速器在边缘设备上的环境声音分类
IF 4.9 2区 工程技术
IEEE Transactions on Circuits and Systems II: Express Briefs Pub Date : 2025-07-03 DOI: 10.1109/TCSII.2025.3585516
Lichen Feng;Tao Wang;Rundong Cai;Feng Min;Zhangming Zhu
{"title":"A 36 mJ/Inf Convolution Accelerator With Reduced Memory Access and Regrouped Sparse Kernels for Environment Sound Classification on Edge Devices","authors":"Lichen Feng;Tao Wang;Rundong Cai;Feng Min;Zhangming Zhu","doi":"10.1109/TCSII.2025.3585516","DOIUrl":"https://doi.org/10.1109/TCSII.2025.3585516","url":null,"abstract":"Efficient environment sound classification (ESC) on edge devices is valuable for applications requiring continuous, long-term monitoring. Existing ESC processors have demonstrated great reductions in latency and resource occupation. However, model sparsity and computation flow still require further optimization. In this brief, we propose an end-to-end ultra-lightweight Depthwise Separable Convolution (DSC) neural network, E2E-ULDSC-Pruned, which is made publicly available as an open-source release. To implement this model, a customized accelerator featuring pipelined DSC computation and regrouped sparse kernels is developed, achieving 36mJ/Inference in ZCU102 FPGA (254ms latency and 143mW power consumption), which is superior to recent works.","PeriodicalId":13101,"journal":{"name":"IEEE Transactions on Circuits and Systems II: Express Briefs","volume":"72 9","pages":"1258-1262"},"PeriodicalIF":4.9,"publicationDate":"2025-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144914145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Switchable Sub-3GHz/Sub-6GHz LNA With 0.4-1.1dB NF Using Triple-Feedback and Tunable Inter-Stage Matching Strategies 基于三反馈和可调级间匹配策略的0.4-1.1dB可切换Sub-3GHz/Sub-6GHz LNA
IF 4.9 2区 工程技术
IEEE Transactions on Circuits and Systems II: Express Briefs Pub Date : 2025-07-02 DOI: 10.1109/TCSII.2025.3585444
Zhihao Zhang;Xiaolin Zhou;Jiehai Zhou;Zhixia Du;Gary Zhang
{"title":"A Switchable Sub-3GHz/Sub-6GHz LNA With 0.4-1.1dB NF Using Triple-Feedback and Tunable Inter-Stage Matching Strategies","authors":"Zhihao Zhang;Xiaolin Zhou;Jiehai Zhou;Zhixia Du;Gary Zhang","doi":"10.1109/TCSII.2025.3585444","DOIUrl":"https://doi.org/10.1109/TCSII.2025.3585444","url":null,"abstract":"A broadband switchable low noise amplifier (LNA), supporting Sub-3GHz and Sub-6GHz modes for a wide range of wireless communication applications, is proposed. To achieve broadband simultaneous noise and impedance matching, a triple-feedback technique combined with a strategically designed inter-stage matching network (ISMN), is analyzed and developed. The dual-mode switchable functionality, offering wideband flat gain performance, is enabled through a switch-based tunable capacitor configuration within the ISMN with adjustable load impedance. Additionally, a current-reuse amplification topology is employed to enhance both gain and linearity while reducing power consumption. Fabricated using 250nm GaAs pHEMT technology, the proposed switchable LNA achieves gain of 21.7-24.2/18.7-21.7dB, noise figure (NF) of 0.4-0.96/0.65-1.1dB, output 1-dB compression point of 15.7-19.7/14.2-19.4dBm, and output third-order intercept point of 25.6-35.1/25.4-34dBm in Mode 1 (0.6-3.5GHz) and Mode 2 (0.6-5.5GHz), respectively. In comparison to Mode 1, the LNA operating in Mode 2 extends the 3-dB gain bandwidth by an additional 2GHz, at the cost of a 3 dB reduction in average gain, an increase of 0.15–0.25dB in NF, and a slight degradation in linearity.","PeriodicalId":13101,"journal":{"name":"IEEE Transactions on Circuits and Systems II: Express Briefs","volume":"72 9","pages":"1128-1132"},"PeriodicalIF":4.9,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144914149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Area-Efficient Modular Multiplication on FPGA 基于FPGA的面积高效模块化乘法
IF 4.9 2区 工程技术
IEEE Transactions on Circuits and Systems II: Express Briefs Pub Date : 2025-07-02 DOI: 10.1109/TCSII.2025.3585441
Yujun Xie;Yuan Liu
{"title":"Area-Efficient Modular Multiplication on FPGA","authors":"Yujun Xie;Yuan Liu","doi":"10.1109/TCSII.2025.3585441","DOIUrl":"https://doi.org/10.1109/TCSII.2025.3585441","url":null,"abstract":"Modular multiplication (MM) involves multiplication and modular reduction. In this brief, we explore an area-efficient modular reduction for MM on FPGA. We analyze and compare the equivalent LUT6 (ELUT6) cost when implementing modular reduction using different memory strategies (BRAM/LUT6/LUT5), and adopt LUT5 (lowest ELUT6 cost) as the memory for this design. Then we propose an area-efficient compression strategy with a new (1,5;3) Generalized Parallel Counter (GPC), which reduces the LUT6 cost of compression operation in modular reduction compared to previous methods. Finally, we adopt the 4-term Karatsuba algorithm to reduce the area of multiplication, and explore the balance of hardware delay in MM. The proposed MM is implemented on the Xilinx Virtex-7 platform. Compared to the previous state-of-art pipeline design, the area of proposed MM is only 41.7%/47.6%/47.6%/50.0% of them when word-size <inline-formula> <tex-math>$w {=}32$ </tex-math></inline-formula>/64/128/256.","PeriodicalId":13101,"journal":{"name":"IEEE Transactions on Circuits and Systems II: Express Briefs","volume":"72 9","pages":"1253-1257"},"PeriodicalIF":4.9,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144914408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of a Hybrid Fractional-Order Fuzzy-PID Controller Applied to a DC-DC Buck Converter 应用于DC-DC降压变换器的分数阶模糊pid混合控制器的研制
IF 4.9 2区 工程技术
IEEE Transactions on Circuits and Systems II: Express Briefs Pub Date : 2025-07-02 DOI: 10.1109/TCSII.2025.3585464
Michel W. de S. Campos;Edmilson M. Prado;Renan L. P. De Medeiros;Maurício P. Fantesia;Werbeston D. De Oliveira;Venicio C. Conceição;Iago V. Correa;Ozenir F. da R. Dias;Florindo A. de C. Ayres Júnior
{"title":"Development of a Hybrid Fractional-Order Fuzzy-PID Controller Applied to a DC-DC Buck Converter","authors":"Michel W. de S. Campos;Edmilson M. Prado;Renan L. P. De Medeiros;Maurício P. Fantesia;Werbeston D. De Oliveira;Venicio C. Conceição;Iago V. Correa;Ozenir F. da R. Dias;Florindo A. de C. Ayres Júnior","doi":"10.1109/TCSII.2025.3585464","DOIUrl":"https://doi.org/10.1109/TCSII.2025.3585464","url":null,"abstract":"This brief focuses on developing a hybrid fractional-order PID (FOPID) controller enhanced with fuzzy logic to regulate the output voltage of a DC-DC Buck converter. The FOPID controller extends traditional PID control by offering improved robustness and more flexible tuning criteria. The controller’s gains are dynamically adjusted using fuzzy logic, enhancing performance across varying operating conditions. The project involved mathematical modeling of the Buck converter and approximating fractional-order operators to integer-order equivalents. Frequency domain analysis was performed using computational tools, including MATLAB, Simulink, and LTspice, to design and simulate the control system. A physical Buck converter was assembled to validate the controller’s experimental performance. The system’s non-linearities were characterized to optimize the hybrid controller, and the best tuning parameters were identified for three distinct operating regions. The experimental results were compared with simulation data, demonstrating the hybrid controller’s enhanced performance in closed-loop operation. The study concludes that the proposed approach outperforms conventional tuning methods, showcasing its potential for advanced industrial control systems.","PeriodicalId":13101,"journal":{"name":"IEEE Transactions on Circuits and Systems II: Express Briefs","volume":"72 9","pages":"1218-1222"},"PeriodicalIF":4.9,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144914144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Benders-Combined Safe Reinforcement Learning Framework for Risk-Averse Dispatch Considering Frequency Security Constraints 考虑频率安全约束的风险规避调度的benders组合安全强化学习框架
IF 4.9 2区 工程技术
IEEE Transactions on Circuits and Systems II: Express Briefs Pub Date : 2025-07-02 DOI: 10.1109/TCSII.2025.3584894
Jianbing Feng;Zhouyang Ren;Chen Li;Wenyuan Li
{"title":"A Benders-Combined Safe Reinforcement Learning Framework for Risk-Averse Dispatch Considering Frequency Security Constraints","authors":"Jianbing Feng;Zhouyang Ren;Chen Li;Wenyuan Li","doi":"10.1109/TCSII.2025.3584894","DOIUrl":"https://doi.org/10.1109/TCSII.2025.3584894","url":null,"abstract":"Risk-averse dispatch considering frequency security constraints (FSC-RD) mitigates power supply-demand imbalance risks and frequency instability hazards. To effectively address the highly complex, multi-task coupled FSC-RD, this brief proposes a Benders-combined constrained Markov decision process (BC-CMDP) framework, which integrates logic-based Benders decomposition and safe reinforcement learning. A natural policy gradient primal-dual optimization is developed to handle the nonconvex policy optimization within the BC-CMDP. The global non-asymptotic convergence of the BC-CMDP framework is rigorously proven. The proposed framework is validated on the IEEE 118-bus system.","PeriodicalId":13101,"journal":{"name":"IEEE Transactions on Circuits and Systems II: Express Briefs","volume":"72 8","pages":"1063-1067"},"PeriodicalIF":4.9,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144751079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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