Performance and Complexity Analysis
Equalization performance and complexity analysis of dynamic deep neural networks in long haul transmission systems
... C F DE = 4 N log 2 N + 1 n s N − N D 0 + 1 log 2 M . (3) The next step was to evaluate the computational complexity of the dynamic deep neural network, which dealt with the nonlinear degradations. Our ...
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The complexity analysis and performance comparison of MIMO systems based on antenna selection techniques
... environments. Analysis results show that exploiting the AS technique can avoid sending redundant information and improve the channel capacity in the low rank and correlated channel ...the complexity of AS ...
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Complexity- and Performance Analysis of Different Controller Implementations on a Soft PLC
... measure complexity have been published. The following table shows 3 complexity metrics that are suited for the application on automatically generated PLC-based ...
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Multivariate multiscale complexity analysis
... 6.3.2 Wind and Air Temperature Data at Different Altitudes Wind speeds are generally lowest near the ground and increase with height up to several hundred feet above the ground, a phenomenon known as wind shear. There ...
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The 5G candidate waveform race: a comparison of complexity and performance
... the complexity of the different waveforms. In addition to the complexity analysis, in this work, we also demonstrate the suitability of FBMC for specific 5G use cases via two experimental ...
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SERVOGrid Complexity Computational Environments (CCE) Integrated Performance Analysis
... system performance because the GIS services provide access to GPS, seismic event, and fault catalogs, and so are important parts of many CCE applications such as GeoFEST, RDAHMM, Virtual California, and Potts ...
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Complexity/Performance Analysis of a H.264/AVC Video Encoder
... Read/Write time Busy time Idle time Fig. 7. Reading-Writing/Execution/Idle statistics for the common-bus-based architecture However given the results of the figure 7, the times being idle are too much important in ...
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Software Complexity and Project Performance
... productivity of software projects has been by using number of lines of code as the size metric and man-hours as the effort metric. Counting Lines of Code is very easy as it can be executed by automated tools. It is a ...
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Performance Analysis of OFDM Synchronization Using Customized Floating Point for Low Complexity
... and complexity over full precision model is ...no performance gab between full precision and proposed precision model in both time and frequency ...low complexity, one can reduce the mantissa bit ...
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The complexity of the competitive repertoire and firm performance
... empirical analysis based on a series of different panel models and supported by a number of tests, in order to obtain the most appropriate model in a specific analysis and in order to acquire the most ...
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Model Performance as an Estimator of Language Complexity
... Machine learning algorithms have allowed computers to find patterns in data sets that pre- vious statistical methods were not able to uncover. Furthermore, new methods have allowed large data sets to be used to train ...
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Performance analysis of low complexity dual cell random beamforming transmission with user scheduling
... the performance of the proposed schemes in dual-cell ...tremendous performance gain over the other schemes, especially when users are populated along the cell boundary, while only requiring beam index ...
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Assessing the productivity of technology transfer offices: an analysis of the relevance of aspiration performance and portfolio complexity
... whose performance is above their aspiration levels will likely enjoy a more solid organizational and financial position to engage in continuous change practices which makes it difficult for other TTOs to ...whose ...
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Analysis of Complexity Evolution Management and Human Performance Issues in Commercial Aircraft Automation Systems
... design decisions and to document the instantiation of design goals. This documentation, termed “rationale capture” (Leveson, 1998), becomes much more difficult without a representation which can be used by designers. The ...
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Performance analysis of four nonlinearity analysis methods using a model with variable complexity and application to uterine EMG signals.
... Karlsson. Performance analysis of four nonlinearity analysis methods using a model with variable complexity and application to uterine EMG ...
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Task Complexity Manipulation and Accuracy in Writing Performance
... task performance in terms of ...task complexity and second language ...their performance on the Preliminary English Test ...task performance began, during which the first experimental group ...
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Impact of Job Complexity and Performance on CFO Compensation
... our analysis indicates that the e-loading metric – a measure of investor-perceived information (accruals) quality -- is similar for Big 4 and Mid-tier audit clients, which suggests that investors perceive Big 4 ...
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Impact of Corpus Diversity and Complexity on NER Performance
... Our analysis of the per- formance of a state-of-the-art NER tool in terms of the characteristics and annotation schema of these corpora shows that these factors significantly affect ...
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THE RELATIONSHIP BETWEEN LANGUAGE COMPLEXITY AND MATHEMATICS PERFORMANCE
... 8. ANALYSIS Our findings demonstrated that to some extent, children who learned number words using a language with a transparent base-ten structure did not necessarily have a linguistic advantage over their peers ...
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Impact of Corpus Diversity and Complexity on NER Performance
... Our analysis of the per- formance of a state-of-the-art NER tool in terms of the characteristics and annotation schema of these corpora shows that these factors significantly affect ...
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