IEEE open journal of circuits and systems最新文献

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Grant-Free Sparse Code Multiple Access for Uplink Massive Machine-Type Communications and Its Real-Time Receiver Design 上行海量机型通信的免授权稀疏码多址及其实时接收机设计
IEEE open journal of circuits and systems Pub Date : 2023-01-01 DOI: 10.1109/OJCAS.2023.3299052
Ti-Yu Chen;Zhi-Jing Lin;Tzi-Dar Chiueh
{"title":"Grant-Free Sparse Code Multiple Access for Uplink Massive Machine-Type Communications and Its Real-Time Receiver Design","authors":"Ti-Yu Chen;Zhi-Jing Lin;Tzi-Dar Chiueh","doi":"10.1109/OJCAS.2023.3299052","DOIUrl":"https://doi.org/10.1109/OJCAS.2023.3299052","url":null,"abstract":"Massive Machine-type Communications (mMTCs) is a major use case for the 5G standard. The grant-free (GF) sparse-coded multiple access (SCMA) transmission is particularly spectrum efficient in the sporadic uplink traffic, which is characteristic of the mMTC networks. In this paper, an uplink GF-SCMA receiver with a user activity detection (UAD) function was designed and implemented. In particular, several new techniques were proposed to enhance the SCMA decoder performance; they include delayed serial update, early stopping, message passing algorithm equation reformulation, distance approximation, and sum circuit sharing. To meet the real-time operation requirements, we implemented key inner receiver function circuits, such as carrier frequency synchronization, user signature detection, channel estimation and compensation, soft SCMA detection, etc. on a Xilinx KCU1500 FPGA chip. Finally, an over-the-air (OTA) prototype has been constructed, demonstrating the efficient and reliable multi-user GF-SCMA uplink transmission of the proposed system.","PeriodicalId":93442,"journal":{"name":"IEEE open journal of circuits and systems","volume":"4 ","pages":"218-227"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/iel7/8784029/10019301/10195181.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49919368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Introduction to the Special Section on Smart Imaging 智能影像专题介绍
IEEE open journal of circuits and systems Pub Date : 2022-11-24 DOI: 10.1109/OJCAS.2022.3219531
Ping-Hsuan Hsieh;Vanessa Chen
{"title":"Introduction to the Special Section on Smart Imaging","authors":"Ping-Hsuan Hsieh;Vanessa Chen","doi":"10.1109/OJCAS.2022.3219531","DOIUrl":"https://doi.org/10.1109/OJCAS.2022.3219531","url":null,"abstract":"This Special Section of the IEEE Open Journal of Circuits and Systems is dedicated to a collection of articles on Smart Imaging, to promote techniques in both system and circuit levels to tackle various challenges as the requirements for image quality, efficiency, and levels of integration keep increasing and to provide insightful guidelines for intelligent vision in the years to come. This Special Section covers articles for applications including vision system, time-of-flight system, and terahertz imaging system.","PeriodicalId":93442,"journal":{"name":"IEEE open journal of circuits and systems","volume":"3 ","pages":"309-310"},"PeriodicalIF":0.0,"publicationDate":"2022-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/iel7/8784029/9684754/09963772.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49909765","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Editorial IEEE Open Journal of Circuits and Systems: Special Section on Advanced Power Electronics Techniques for Smart Grid Applications IEEE电路与系统开放杂志:智能电网应用的先进电力电子技术专题
IEEE open journal of circuits and systems Pub Date : 2022-11-23 DOI: 10.1109/OJCAS.2022.3218914
Mengqi Wang;Xiu Yao
{"title":"Editorial IEEE Open Journal of Circuits and Systems: Special Section on Advanced Power Electronics Techniques for Smart Grid Applications","authors":"Mengqi Wang;Xiu Yao","doi":"10.1109/OJCAS.2022.3218914","DOIUrl":"https://doi.org/10.1109/OJCAS.2022.3218914","url":null,"abstract":"The Advent of modern power electronics has brought tremendous impact on emerging power systems. In an emerging smart grid, as the number of inverter- and converter-based devices increases to more than hundreds of thousands, it is rather intuitive that the state-of-the-art technical solutions and industry practices will no longer be sustainable. The combination of power electronics and advanced control technologies serve as the key enabler of a wide range of smart grid applications. While tremendous progress has been made in advancing the standalone power electronics technologies, much less attention has been paid to bridging the gap between traditionally disjoint research areas – power electronics, power systems, and intelligent control – ultimately facilitating the vision of 100% carbonneutral energy systems come to fruition. There is a growing interest in the concepts of power electronics-enabled power systems around the world. This special section includes two high-quality papers, which cover the trending topic on the control strategy for inverters that are essential for Smart Grid applications.","PeriodicalId":93442,"journal":{"name":"IEEE open journal of circuits and systems","volume":"3 ","pages":"286-287"},"PeriodicalIF":0.0,"publicationDate":"2022-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/iel7/8784029/9684754/09961069.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49909762","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Understanding Canadians' knowledge, attitudes and practices related to antimicrobial resistance and antibiotic use: Results from public opinion research. 了解加拿大人对抗菌药耐药性和抗生素使用的认识、态度和做法:民意调查结果。
IEEE open journal of circuits and systems Pub Date : 2022-11-03 DOI: 10.14745/ccdr.v48i1112a08
Anna-Louise Crago, Stéphanie Alexandre, Kahina Abdesselam, Denise Gravel Tropper, Michael Hartmann, Glenys Smith, Tanya Lary
{"title":"Understanding Canadians' knowledge, attitudes and practices related to antimicrobial resistance and antibiotic use: Results from public opinion research.","authors":"Anna-Louise Crago, Stéphanie Alexandre, Kahina Abdesselam, Denise Gravel Tropper, Michael Hartmann, Glenys Smith, Tanya Lary","doi":"10.14745/ccdr.v48i1112a08","DOIUrl":"10.14745/ccdr.v48i1112a08","url":null,"abstract":"<p><strong>Background: </strong>Antimicrobial resistance is a current and pressing issue in Canada. Population-level antibiotic consumption is a key driver. The Public Health Agency of Canada undertook a comprehensive assessment of the Canadian public's knowledge, attitudes and practices in relation to antimicrobial resistance and antibiotic use, to help inform the implementation of public awareness and knowledge mobilization.</p><p><strong>Methods: </strong>Data were collected in three phases: 1) six in-person focus groups (53 participants) to help frame the survey; 2) nationwide survey administration to 1,515 Canadians 18 years and older via cell phone and landline; and 3) 12 online focus groups to analyze survey responses. Survey data is descriptive.</p><p><strong>Results: </strong>A third (33.9%) of survey respondents reported using antibiotics at least once in the previous 12 months, 15.8% more than twice and 4.6% more than five times. Antibiotic use was reported more among 1) those with a household income below $60,000, 2) those with a medical condition, 3) those without a university education and 4) among the youngest adults (18-24 years of age) and (25-34 years of age). Misinformation about antibiotics was common: 32.5% said antibiotics \"can kill viruses\"; 27.9% said they are \"effective against colds and flu\"; and 45.8% said they are \"effective in treating fungal infections\". Inaccurate information was reported more often by those 1) aged 18-24 years, 2) with a high school degree or less and 3) with a household income below $60,000. In focus groups, the time/money trade-offs involved in accessing medical care were reported to contribute to pushing for a prescription or using unprescribed antibiotics, particularly in more remote contexts, while the cost of a prescription contributed to sharing and using old antibiotics. A large majority, across all demographic groups, followed the advice of medical professionals in making health decisions.</p><p><strong>Conclusion: </strong>High trust in medical professionals presents an important opportunity for knowledge mobilization. Delayed prescriptions may alleviate concerns about the time/money constraints of accessing future care. Consideration should be given to prioritizing access to appropriate diagnostic and other technology for northern and/or remote communities and/or medical settings serving many young children to alleviate concerns of needing a prescription or of needing to return later.</p>","PeriodicalId":93442,"journal":{"name":"IEEE open journal of circuits and systems","volume":"1 1","pages":"550-558"},"PeriodicalIF":0.0,"publicationDate":"2022-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10779429/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84881415","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Wang Algebra: From Theory to Practice 王代数:从理论到实践
IEEE open journal of circuits and systems Pub Date : 2022-10-26 DOI: 10.1109/OJCAS.2022.3217065
Bob Ross;Cong Ling
{"title":"Wang Algebra: From Theory to Practice","authors":"Bob Ross;Cong Ling","doi":"10.1109/OJCAS.2022.3217065","DOIUrl":"10.1109/OJCAS.2022.3217065","url":null,"abstract":"Wang algebra was initiated by Ki-Tung Wang as a short-cut method for the analysis of electrical networks. It was later popularized by Duffin and has since found numerous applications in electrical engineering and graph theory. This is a semi-tutorial paper on Wang algebra, its history, and modern applications. We expand Duffin’s historic notes on Wang algebra to give a full account of Ki-Tung Wang’s life. A short proof of Wang algebra using group theory is presented. We exemplify the usefulness of Wang algebra in the design of T-coils. Bridged T-coils give a significant advantage in bandwidth, and were widely adopted in Tektronix oscilloscopes, but design details were guarded as a trade secret. The derivation presented in this paper, based on Wang algebra, is more general and simpler than those reported in literature. This novel derivation has not been shared with the public before.","PeriodicalId":93442,"journal":{"name":"IEEE open journal of circuits and systems","volume":"3 ","pages":"274-285"},"PeriodicalIF":0.0,"publicationDate":"2022-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/iel7/8784029/9684754/09930827.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41881318","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Loop Dynamics Analysis of PAM-4 Mueller–Muller Clock and Data Recovery System PAM-4 Mueller-Muller时钟及数据恢复系统的环动力学分析
IEEE open journal of circuits and systems Pub Date : 2022-10-04 DOI: 10.1109/OJCAS.2022.3211844
Kunal Yadav;Ping-Hsuan Hsieh;Anthony Chan Carusone
{"title":"Loop Dynamics Analysis of PAM-4 Mueller–Muller Clock and Data Recovery System","authors":"Kunal Yadav;Ping-Hsuan Hsieh;Anthony Chan Carusone","doi":"10.1109/OJCAS.2022.3211844","DOIUrl":"10.1109/OJCAS.2022.3211844","url":null,"abstract":"This paper provides a framework for analyzing the loop dynamics of the clock and data recovery (CDR) system of ADC-based PAM-4 receivers, which will assist in extending the timing recovery loop bandwidth. This paper formulates an accurate linear model of linear and signed Mueller–Muller phase detector for baud-rate clock recovery. Different equalization configurations of continuous-time linear equalizer (CTLE) and feed-forward equalizer (FFE) are evaluated from a phase detector performance perspective to enable high CDR loop bandwidth. The impact of loop latency on the timing recovery of ADC-based PAM-4 receivers is also analyzed and demonstrated using accurate behavioral simulations. The analysis and behavioral results show that, to achieve high CDR loop bandwidth with a good jitter tolerance, the phase detector gain to noise ratio should be maximized, and CDR loop latency should be minimized.","PeriodicalId":93442,"journal":{"name":"IEEE open journal of circuits and systems","volume":"3 ","pages":"216-227"},"PeriodicalIF":0.0,"publicationDate":"2022-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9910561","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"62854461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
UP-GDBF: A 19.3 Gbps Error Floor Free 4KB LDPC Decoder for NAND Flash Applications UP-GDBF:用于NAND闪存应用的19.3 Gbps无错误层4KB LDPC解码器
IEEE open journal of circuits and systems Pub Date : 2022-09-26 DOI: 10.1109/OJCAS.2022.3209152
Li-Wei Liu;Yen-Chin Liao;Hsie-Chia Chang
{"title":"UP-GDBF: A 19.3 Gbps Error Floor Free 4KB LDPC Decoder for NAND Flash Applications","authors":"Li-Wei Liu;Yen-Chin Liao;Hsie-Chia Chang","doi":"10.1109/OJCAS.2022.3209152","DOIUrl":"10.1109/OJCAS.2022.3209152","url":null,"abstract":"An error floor phenomenon, decoding performance, and throughput are three major concerns for LDPC decoders in NAND Flash applications. With a penalty method and an active iteration mechanism, we present a Unified Penalty Gradient Descent Bit Flipping (UP-GDBF) decoding algorithm, which not only possesses error-floor free property but also improves convergence speed in decoding performance. To fulfill the high-throughput requirement while maintaining reliable error correction capability, we propose an energy-based backtracking scheme to reduce 40% latency with a negligible 0.8% area overhead. Implemented in TSMC 16nm process, the proposed 4KB LDPC decoder can achieve a throughput of 19.3 Gbps with 0.120 mm2 area to satisfy ONFI 5.0 throughput requirement. Compared to existing approaches, our decoder architecture provides superior data rate and decoding performance in both 1KB and 4KB LDPC codes.","PeriodicalId":93442,"journal":{"name":"IEEE open journal of circuits and systems","volume":"3 ","pages":"228-236"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9902993","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"62853951","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Demonstrating Analog Inference on the BrainScaleS-2 Mobile System 在brainscale -2移动系统上演示模拟推理
IEEE open journal of circuits and systems Pub Date : 2022-09-21 DOI: 10.1109/OJCAS.2022.3208413
Yannik Stradmann;Sebastian Billaudelle;Oliver Breitwieser;Falk Leonard Ebert;Arne Emmel;Dan Husmann;Joscha Ilmberger;Eric Müller;Philipp Spilger;Johannes Weis;Johannes Schemmel
{"title":"Demonstrating Analog Inference on the BrainScaleS-2 Mobile System","authors":"Yannik Stradmann;Sebastian Billaudelle;Oliver Breitwieser;Falk Leonard Ebert;Arne Emmel;Dan Husmann;Joscha Ilmberger;Eric Müller;Philipp Spilger;Johannes Weis;Johannes Schemmel","doi":"10.1109/OJCAS.2022.3208413","DOIUrl":"10.1109/OJCAS.2022.3208413","url":null,"abstract":"We present the BrainScaleS-2 mobile system as a compact analog inference engine based on the BrainScaleS-2 ASIC and demonstrate its capabilities at classifying a medical electrocardiogram dataset. The analog network core of the ASIC is utilized to perform the multiply-accumulate operations of a convolutional deep neural network. At a system power consumption of 5.6W, we measure a total energy consumption of \u0000<inline-formula> <tex-math>$mathrm {192 ~mu text {J} }$ </tex-math></inline-formula>\u0000 for the ASIC and achieve a classification time of 276 \u0000<inline-formula> <tex-math>$mu$ </tex-math></inline-formula>\u0000s per electrocardiographic patient sample. Patients with atrial fibrillation are correctly identified with a detection rate of (93.7 ± 0.7)% at (14.0 ± 1.0)% false positives. The system is directly applicable to edge inference applications due to its small size, power envelope, and flexible I/O capabilities. It has enabled the BrainScaleS-2 ASIC to be operated reliably outside a specialized lab setting. In future applications, the system allows for a combination of conventional machine learning layers with online learning in spiking neural networks on a single neuromorphic platform.","PeriodicalId":93442,"journal":{"name":"IEEE open journal of circuits and systems","volume":"3 ","pages":"252-262"},"PeriodicalIF":0.0,"publicationDate":"2022-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/iel7/8784029/9684754/09896927.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43738811","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
SEKV-E: Parameter Extractor of Simplified EKV I-V Model for Low-Power Analog Circuits SEKV-E:用于低功耗模拟电路的简化EKV I-V模型的参数提取器
IEEE open journal of circuits and systems Pub Date : 2022-09-20 DOI: 10.1109/OJCAS.2022.3179046
Hung-Chi Han;Antonio D’Amico;Christian Enz
{"title":"SEKV-E: Parameter Extractor of Simplified EKV I-V Model for Low-Power Analog Circuits","authors":"Hung-Chi Han;Antonio D’Amico;Christian Enz","doi":"10.1109/OJCAS.2022.3179046","DOIUrl":"10.1109/OJCAS.2022.3179046","url":null,"abstract":"This paper presents the open-source Python-based parameter extractor (SEKV-E) for the simplified EKV (sEKV) model, which enables the modern low-power circuit designs with the inversion coefficient design methodology. The tool extracts the essential sEKV parameters automatically from the given \u0000<inline-formula> <tex-math>$I$ </tex-math></inline-formula>\u0000-\u0000<inline-formula> <tex-math>$V$ </tex-math></inline-formula>\u0000 curves using the direct extraction and the multi-stage optimization process. It also handles the overfitting issue because of non-linear least squares. Moreover, this work demonstrates the SEKV-E as a universal tool by widely applying it to different silicon technologies, temperatures, dimensions, and back-gate voltages.","PeriodicalId":93442,"journal":{"name":"IEEE open journal of circuits and systems","volume":"3 ","pages":"162-167"},"PeriodicalIF":0.0,"publicationDate":"2022-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9896232","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"62853312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Peak-Power Aware Life-Time Reliability Improvement in Fault-Tolerant Mixed-Criticality Systems 容错混合临界系统的峰值功率感知全寿命可靠性改进
IEEE open journal of circuits and systems Pub Date : 2022-09-20 DOI: 10.1109/OJCAS.2022.3207598
Mozhgan Navardi;Behnaz Ranjbar;Nezam Rohbani;Alireza Ejlali;Akash Kumar
{"title":"Peak-Power Aware Life-Time Reliability Improvement in Fault-Tolerant Mixed-Criticality Systems","authors":"Mozhgan Navardi;Behnaz Ranjbar;Nezam Rohbani;Alireza Ejlali;Akash Kumar","doi":"10.1109/OJCAS.2022.3207598","DOIUrl":"10.1109/OJCAS.2022.3207598","url":null,"abstract":"Mixed-Criticality Systems (MCSs) include tasks with multiple levels of criticality and different modes of operation. These systems bring benefits such as energy and resource saving while ensuring safe operation. However, management of available resources in order to achieve high utilization, low power consumption, and required reliability level is challenging in MCSs. In many cases, there is a trade-off between these goals. For instance, although using fault-tolerance techniques, such as replication, leads to improving the timing reliability, it increases power consumption and can threaten life-time reliability. In this work, we introduce an approach named \u0000<inline-formula> <tex-math>${mathbf {L}}ife-time ,,{mathbf {P}}eak ,,{mathbf {P}}{ower~management~in},,{mathbf {M}}{ixed}-{mathbf {C}}{riticality,, systems}$ </tex-math></inline-formula>\u0000 (LPP-MC) to guarantee reliability, along with peak power reduction. This approach maps the tasks using a novel metric called Reliability-Power Metric (RPM). The LPP-MC approach uses this metric to balance the power consumption of different processor cores and to improve the life-time of a chip. Moreover, to guarantee the timing reliability of MCSs, a fault-tolerance technique, called task re-execution, is utilized in this approach. We evaluate the proposed approach by a real avionics task set, and various synthetic task sets. The experimental results show that the proposed approach mitigates the aging rate and reduces peak power by up to 20.6% and 17.6%, respectively, compared to state-of-the-art.","PeriodicalId":93442,"journal":{"name":"IEEE open journal of circuits and systems","volume":"3 ","pages":"199-215"},"PeriodicalIF":0.0,"publicationDate":"2022-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9896164","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"62853888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
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