R. Senger, E. Marsman, M. McCorquodale, F. Gebara, K. L. Kraver, Matthew R. Guthaus, Richard B. Brown
In this work, we report on an unprecedented design where digital, analog, and MEMS technologies are combined to realize a general-purpose single-chip CMOS microsystem. The convergence of these technologies has enabled the development of a low power, portable microinstrument ideally suited for controlling environmental and bio-implantable sensors.
{"title":"A 16-bit mixed-signal microsystem with integrated CMOS-MEMS clock reference","authors":"R. Senger, E. Marsman, M. McCorquodale, F. Gebara, K. L. Kraver, Matthew R. Guthaus, Richard B. Brown","doi":"10.1145/775832.775965","DOIUrl":"https://doi.org/10.1145/775832.775965","url":null,"abstract":"In this work, we report on an unprecedented design where digital, analog, and MEMS technologies are combined to realize a general-purpose single-chip CMOS microsystem. The convergence of these technologies has enabled the development of a low power, portable microinstrument ideally suited for controlling environmental and bio-implantable sensors.","PeriodicalId":167477,"journal":{"name":"Proceedings 2003. Design Automation Conference (IEEE Cat. No.03CH37451)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116939259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
F. Fummi, G. Perbellini, P. Gallo, M. Poncino, S. Martini, F. Ricciato
The design of state-of-the-art, complex embedded system requires the capability of modeling and simulating the complex networked environment in which such systems operate. This implies the availability of both a networking modeling environment and traditional system-level modeling and simulation methodology based on a timing accurate integration of a system-level modeling language (SystemC) and a network simulation environment (NS-2). The efficiency of the proposed design environment has been demonstrated on a description of an 802.11 MAC layer.
{"title":"A timing-accurate modeling and simulation environment for networked embedded systems","authors":"F. Fummi, G. Perbellini, P. Gallo, M. Poncino, S. Martini, F. Ricciato","doi":"10.1145/775832.775846","DOIUrl":"https://doi.org/10.1145/775832.775846","url":null,"abstract":"The design of state-of-the-art, complex embedded system requires the capability of modeling and simulating the complex networked environment in which such systems operate. This implies the availability of both a networking modeling environment and traditional system-level modeling and simulation methodology based on a timing accurate integration of a system-level modeling language (SystemC) and a network simulation environment (NS-2). The efficiency of the proposed design environment has been demonstrated on a description of an 802.11 MAC layer.","PeriodicalId":167477,"journal":{"name":"Proceedings 2003. Design Automation Conference (IEEE Cat. No.03CH37451)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131417099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2003-06-02DOI: 10.1109/DAC.2003.1219064
P. Heydari
This paper investigates the impact of clock jitter induced by substrate noise on the performance of the oversampling /spl Delta//spl Sigma/ modulators. First, a new stochastic model for substrate noise is proposed. This model is then utilized to study the clock jitter in clock generators incorporating phase-locked loops (PLLs). Next, the effect of the clock jitter on the performance of the /spl Delta//spl Sigma/ modulator is studied. It will be shown that substrate noise degrades the signal-to-noise ratio of the /spl Delta//spl Sigma/ modulator while the noise shaping does not have any effect on clock jitter induced by substrate noise. To verify the analysis experimentally, a circuit consisting of a second-order /spl Delta//spl Sigma/ modulator, a charge-pump PLL, and forty multistage digital tapered inverters driving 1pF capacitors is designed in a 0.25/spl mu/m standard CMOS process. Several experiments on the designed circuit demonstrate the high accuracy of the proposed analytical models.
{"title":"Characterizing the effects of clock jitter due to substrate noise in discrete-time /spl Delta///spl Sigma/ modulators","authors":"P. Heydari","doi":"10.1109/DAC.2003.1219064","DOIUrl":"https://doi.org/10.1109/DAC.2003.1219064","url":null,"abstract":"This paper investigates the impact of clock jitter induced by substrate noise on the performance of the oversampling /spl Delta//spl Sigma/ modulators. First, a new stochastic model for substrate noise is proposed. This model is then utilized to study the clock jitter in clock generators incorporating phase-locked loops (PLLs). Next, the effect of the clock jitter on the performance of the /spl Delta//spl Sigma/ modulator is studied. It will be shown that substrate noise degrades the signal-to-noise ratio of the /spl Delta//spl Sigma/ modulator while the noise shaping does not have any effect on clock jitter induced by substrate noise. To verify the analysis experimentally, a circuit consisting of a second-order /spl Delta//spl Sigma/ modulator, a charge-pump PLL, and forty multistage digital tapered inverters driving 1pF capacitors is designed in a 0.25/spl mu/m standard CMOS process. Several experiments on the designed circuit demonstrate the high accuracy of the proposed analytical models.","PeriodicalId":167477,"journal":{"name":"Proceedings 2003. Design Automation Conference (IEEE Cat. No.03CH37451)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128453410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2003-06-02DOI: 10.1109/DAC.2003.1219130
Hsun-Cheng Lee, Yao-Wen Chang, J. Hsu, Hannah Honghua Yang
We present in this paper a multilevel floorplanning/placement framework based on the B*-tree representation, called MB*-tree, to handle the floorplanning and packing for large-scale building modules. The MB*-tree adopts a two-stage technique, clustering followed by declustering. The clustering stage iteratively groups a set of modules based on a cost metric guided by area utilization and module connectivity, and at the same time establishes the geometric relations for the newly clustered modules by constructing a corresponding B*-tree for them. The declustering stage iteratively ungroup a set of the previously clustered modules (i.e., perform tree expansion) and then refines the floorplanning/placement solution by using a simulated annealing scheme. In particular, the MB*-tree preserves the geometric relations among modules during declustering, which makes the MB*-tree an ideal data structure for the multilevel floorplanning/placement framework. Experimental results show that the MB*-tree obtains significantly better silicon area and wirelength than previous works. Further, unlike previous works, MB*-tree scales very well as the circuit size increases.
{"title":"Multilevel floorplanning/placement for large-scale modules using B*-trees","authors":"Hsun-Cheng Lee, Yao-Wen Chang, J. Hsu, Hannah Honghua Yang","doi":"10.1109/DAC.2003.1219130","DOIUrl":"https://doi.org/10.1109/DAC.2003.1219130","url":null,"abstract":"We present in this paper a multilevel floorplanning/placement framework based on the B*-tree representation, called MB*-tree, to handle the floorplanning and packing for large-scale building modules. The MB*-tree adopts a two-stage technique, clustering followed by declustering. The clustering stage iteratively groups a set of modules based on a cost metric guided by area utilization and module connectivity, and at the same time establishes the geometric relations for the newly clustered modules by constructing a corresponding B*-tree for them. The declustering stage iteratively ungroup a set of the previously clustered modules (i.e., perform tree expansion) and then refines the floorplanning/placement solution by using a simulated annealing scheme. In particular, the MB*-tree preserves the geometric relations among modules during declustering, which makes the MB*-tree an ideal data structure for the multilevel floorplanning/placement framework. Experimental results show that the MB*-tree obtains significantly better silicon area and wirelength than previous works. Further, unlike previous works, MB*-tree scales very well as the circuit size increases.","PeriodicalId":167477,"journal":{"name":"Proceedings 2003. Design Automation Conference (IEEE Cat. No.03CH37451)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133150074","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
L. Pileggi, H. Schmit, A. Strojwas, P. Gopalakrishnan, V. Kheterpal, Aneesh Koorapaty, C. Patel, V. Rovner, K. Y. Tong
While advances in semiconductor technologies have pushed achievable scale and performance to phenomenal limits for ICs, nanoscale physical realities dictate IC production based on what we can afford. We believe that IC design and manufacturing can be made more affordable, and reliable, by removing some design and implementation flexibility and enforcing new forms of design regularity. This paper discusses some of the trade-offs to consider for determination of how much regularity a particular IC or application can afford. A Via Patterned Gate Array is proposed as one such example that trades performance for cost by way of new forms of design regularity.
{"title":"Exploring regular fabrics to optimize the performance-cost trade-off","authors":"L. Pileggi, H. Schmit, A. Strojwas, P. Gopalakrishnan, V. Kheterpal, Aneesh Koorapaty, C. Patel, V. Rovner, K. Y. Tong","doi":"10.1145/775832.776031","DOIUrl":"https://doi.org/10.1145/775832.776031","url":null,"abstract":"While advances in semiconductor technologies have pushed achievable scale and performance to phenomenal limits for ICs, nanoscale physical realities dictate IC production based on what we can afford. We believe that IC design and manufacturing can be made more affordable, and reliable, by removing some design and implementation flexibility and enforcing new forms of design regularity. This paper discusses some of the trade-offs to consider for determination of how much regularity a particular IC or application can afford. A Via Patterned Gate Array is proposed as one such example that trades performance for cost by way of new forms of design regularity.","PeriodicalId":167477,"journal":{"name":"Proceedings 2003. Design Automation Conference (IEEE Cat. No.03CH37451)","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124087917","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Verification of system designs continues to be a major challenge today. Simulation remains the primary tool for making sure that implementations perform as they should. We present algorithms to automatically generate trace checkers from formulas written in the formal quantitative constraint language, Logic Of Constraints (LOC), to analyze the simulation traces for functional and performance constraint violations. For many interesting formulas, the checkers exhibit linear time complexity and constant memory usage. We illustrate the usefulness and efficiency of this approach with large designs and traces.
{"title":"Automatic trace analysis for logic of constraints","authors":"X. Chen, H. Hsieh, F. Balarin, Yosinori Watanabe","doi":"10.1145/775832.775952","DOIUrl":"https://doi.org/10.1145/775832.775952","url":null,"abstract":"Verification of system designs continues to be a major challenge today. Simulation remains the primary tool for making sure that implementations perform as they should. We present algorithms to automatically generate trace checkers from formulas written in the formal quantitative constraint language, Logic Of Constraints (LOC), to analyze the simulation traces for functional and performance constraint violations. For many interesting formulas, the checkers exhibit linear time complexity and constant memory usage. We illustrate the usefulness and efficiency of this approach with large designs and traces.","PeriodicalId":167477,"journal":{"name":"Proceedings 2003. Design Automation Conference (IEEE Cat. No.03CH37451)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128650920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
J. Rabaey, D. Sylvester, D. Blaauw, K. Bernstein, J. Frenkil, M. Horowitz, W. Nebel, T. Sakurai, A. Yang
Today's rising power densities have been widely cited as the foremost challenge to continued CMOS scaling. In fact, the current power crisis is reminiscent of the final days previous technologies, such as the once popular bipolar and NMOS technologies and even vacuum tubes. How CMOS technology will respond to the current power challenge to extend CMOS scaling to sub-90nm technology is an important question for designer and CAD tool developers alike. With aggressive scaling a number of new challenges have arisen, such as leakage control, heat removal and power supply distribution, that need to be addressed using new design techniques in conjunction with new CAD solutions.This panel brings together experts in circuit design and CAD tool development to discuss the current status of low-power design and provide opinions on what new EDA capabilities are most important in the power-constrained design era. For instance, how will power be distributed in a robust fashion in sub-90nm ICs, and what are the critical EDA analysis and optimization capabilities? What are the best techniques for leakage reduction, not only in standby modes, but also in the active mode? And how far will voltage scaling take us in attacking the dynamic power consumption issue? What will a power-centric design flow look like and how will it change the way we design ICs? The objective of the panel is to explore these issues and formulate a list of critical issues that need to be addressed by the EDA community to enable successful scaling of CMOS into the sub-90nm era.
{"title":"Reshaping EDA for power","authors":"J. Rabaey, D. Sylvester, D. Blaauw, K. Bernstein, J. Frenkil, M. Horowitz, W. Nebel, T. Sakurai, A. Yang","doi":"10.1145/775832.775838","DOIUrl":"https://doi.org/10.1145/775832.775838","url":null,"abstract":"Today's rising power densities have been widely cited as the foremost challenge to continued CMOS scaling. In fact, the current power crisis is reminiscent of the final days previous technologies, such as the once popular bipolar and NMOS technologies and even vacuum tubes. How CMOS technology will respond to the current power challenge to extend CMOS scaling to sub-90nm technology is an important question for designer and CAD tool developers alike. With aggressive scaling a number of new challenges have arisen, such as leakage control, heat removal and power supply distribution, that need to be addressed using new design techniques in conjunction with new CAD solutions.This panel brings together experts in circuit design and CAD tool development to discuss the current status of low-power design and provide opinions on what new EDA capabilities are most important in the power-constrained design era. For instance, how will power be distributed in a robust fashion in sub-90nm ICs, and what are the critical EDA analysis and optimization capabilities? What are the best techniques for leakage reduction, not only in standby modes, but also in the active mode? And how far will voltage scaling take us in attacking the dynamic power consumption issue? What will a power-centric design flow look like and how will it change the way we design ICs? The objective of the panel is to explore these issues and formulate a list of critical issues that need to be addressed by the EDA community to enable successful scaling of CMOS into the sub-90nm era.","PeriodicalId":167477,"journal":{"name":"Proceedings 2003. Design Automation Conference (IEEE Cat. No.03CH37451)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114764725","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2003-06-02DOI: 10.1109/DAC.2003.1219025
Y. Hsu, B. Tabbara, Yirng-An Chen, F. Tsai
Conventional register transfer level (RTL) debugging is based on overlaying simulation results on structural connectivity information of the Hardware Description Language (HDL) source. This process is helpful in locating errors but does little to help designers reason about the how and why. Designers usually have to build a mental image of how data is propagated and used over the simulation run. As designs get more and more complex, there is a need to facilitate this reasoning process, and automate the debugging. In this paper, we present innovative debug techniques to address this shortage in adequate facilities for reasoning about behavior, and debugging errors. Our approach delivers significant technology advances in RTL debugging; it is the first comprehensive and methodical approach of its kind that extracts, analyses, traces, explores, and queries a design's multi-cycle temporal behavior. We show how our automatic tracing scheme can shorten debugging time by orders of magnitude for unfamiliar designs. We also demonstrate how the advanced debug techniques reduce the number of regression iterations.
{"title":"Advanced techniques for RTL debugging","authors":"Y. Hsu, B. Tabbara, Yirng-An Chen, F. Tsai","doi":"10.1109/DAC.2003.1219025","DOIUrl":"https://doi.org/10.1109/DAC.2003.1219025","url":null,"abstract":"Conventional register transfer level (RTL) debugging is based on overlaying simulation results on structural connectivity information of the Hardware Description Language (HDL) source. This process is helpful in locating errors but does little to help designers reason about the how and why. Designers usually have to build a mental image of how data is propagated and used over the simulation run. As designs get more and more complex, there is a need to facilitate this reasoning process, and automate the debugging. In this paper, we present innovative debug techniques to address this shortage in adequate facilities for reasoning about behavior, and debugging errors. Our approach delivers significant technology advances in RTL debugging; it is the first comprehensive and methodical approach of its kind that extracts, analyses, traces, explores, and queries a design's multi-cycle temporal behavior. We show how our automatic tracing scheme can shorten debugging time by orders of magnitude for unfamiliar designs. We also demonstrate how the advanced debug techniques reduce the number of regression iterations.","PeriodicalId":167477,"journal":{"name":"Proceedings 2003. Design Automation Conference (IEEE Cat. No.03CH37451)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125896717","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Trevor Meyerowitz, C. Pinello, A. Sangiovanni-Vincentelli
We present a tool suite for building, simulating, and analyzing the results of hierarchical tree-like structure descriptions of the scheduling policy for modules sharing a bus in real-time applications. These schedules can be based on a variety of factors including characteristics of messages and time slicing and are represented in a hierarchical tree-like structure that specifies multiple levels of arbitration. This structure can describe many popular arbitration schemes. Our simulator evaluates the specified scheduling structure on a set of message traces for a given bus. We illustrate our approach by applying it to two examples: the SAE automotive benchmark and Voice over IP (VoIP). Although this paper deals with just bus scheduling policies, the approach can be easily extended to other real-time scheduling problems.
{"title":"A tool for describing and evaluating hierarchical real-time bus scheduling policies","authors":"Trevor Meyerowitz, C. Pinello, A. Sangiovanni-Vincentelli","doi":"10.1145/775832.775913","DOIUrl":"https://doi.org/10.1145/775832.775913","url":null,"abstract":"We present a tool suite for building, simulating, and analyzing the results of hierarchical tree-like structure descriptions of the scheduling policy for modules sharing a bus in real-time applications. These schedules can be based on a variety of factors including characteristics of messages and time slicing and are represented in a hierarchical tree-like structure that specifies multiple levels of arbitration. This structure can describe many popular arbitration schemes. Our simulator evaluates the specified scheduling structure on a set of message traces for a given bus. We illustrate our approach by applying it to two examples: the SAE automotive benchmark and Voice over IP (VoIP). Although this paper deals with just bus scheduling policies, the approach can be easily extended to other real-time scheduling problems.","PeriodicalId":167477,"journal":{"name":"Proceedings 2003. Design Automation Conference (IEEE Cat. No.03CH37451)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125203457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
J. M. Paul, A. Bobrek, J. E. Nelson, Joshua J. Pieper, D. E. Thomas
As System On a Chip (SoC) designs become more like Programmable Heterogeneous Multiprocessors (PHMs), the highest levels of design will place emphasis on the custom design of elements that were traditionally associated with systems in the large. We motivate how schedulers that make dynamic, data-dependent decisions at run-time will be key design elements in PHM SoCs. Starting from a fundamental model, the role schedulers play in PHMs is developed. Model-based scheduling is introduced as an approach to designing schedulers that optimize a PHMs performance. Due to the complexity of the PHM design space, convergence on optimal design requires high-level modeling and simulation. In model-based scheduling, high-level models of scheduling decisions result in actual design elements that appear in real systems. Experiments for a simple two-processor PHM that does a mix of image and text compression are included. Results show the effectiveness of model-based scheduling.
{"title":"Schedulers as model-based design elements in programmable heterogeneous multiprocessors","authors":"J. M. Paul, A. Bobrek, J. E. Nelson, Joshua J. Pieper, D. E. Thomas","doi":"10.1145/775832.775938","DOIUrl":"https://doi.org/10.1145/775832.775938","url":null,"abstract":"As System On a Chip (SoC) designs become more like Programmable Heterogeneous Multiprocessors (PHMs), the highest levels of design will place emphasis on the custom design of elements that were traditionally associated with systems in the large. We motivate how schedulers that make dynamic, data-dependent decisions at run-time will be key design elements in PHM SoCs. Starting from a fundamental model, the role schedulers play in PHMs is developed. Model-based scheduling is introduced as an approach to designing schedulers that optimize a PHMs performance. Due to the complexity of the PHM design space, convergence on optimal design requires high-level modeling and simulation. In model-based scheduling, high-level models of scheduling decisions result in actual design elements that appear in real systems. Experiments for a simple two-processor PHM that does a mix of image and text compression are included. Results show the effectiveness of model-based scheduling.","PeriodicalId":167477,"journal":{"name":"Proceedings 2003. Design Automation Conference (IEEE Cat. No.03CH37451)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122208598","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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