Regression Model of Frame Rate Processing Performance for Embedded Systems Devices

Abstract

In this paper, regression model for estimation of the multimedia device performance has been established. The model takes into consideration peculiarities of the processing pipeline organized on the device. In this case, system works in the single-threaded mode, and therefore, all stages of processing are performed sequentially. We define all the stages for data processing within embedded system based on the system-on-chip circuit. According to the analysis of the process, we identified that the conventional unit of display area can be selected as independent variable in the model. The attained experimental results show that the proposed model is feasible for performance assessment and can be used in practical implementation to observe the frame rate parameter of the system and thus develop programming convention to follow during functionality implementation. The main peculiarity of the current investigation is that device processes multimedia data using its own resources without external assist from other devices.