Title :
Hardware accelerator for low-power sensor hub MCU to process sensor fusion algorithm
Author :
Minkwan Kee;Hyun-su Seon;Sungho Kwon;Jongsung Lee;Gi-Ho Park
Author_Institution :
Department of Computer Engineering, Sejong University, Seoul, Korea
Abstract :
Recently, a sensor hub SoC (system on chip), a specialized MCU (microcontroller unit) to process data delivered by various sensors, has been adopted in mobile and wearable devices. This paper presents a hardware accelerator to detect the orientation of movement based on the 6-axis sensors. The structure of the accelerator is designed based on the profiling of a sensor fusion algorithm. The performance evaluation shows that the proposed accelerator can improve execution time by more than 100%.
Keywords :
"Hardware","Sensor fusion","Kalman filters","Covariance matrices","Algorithm design and analysis","Performance evaluation"
Conference_Titel :
SoC Design Conference (ISOCC), 2015 International
DOI :
10.1109/ISOCC.2015.7401782