Title
Implementation of EKF for Vehicle Velocities Estimation on FPGA.
Abstract
In order to improve the computational performance of the extended Kalman filter (EKF) for longitudinal and lateral vehicle velocities estimation, a novel scheme for the EKF implementation is proposed based on field programmable gate array (FPGA) and System on Programmable Chip (SoPC). A Nios II processor clocked at 100 MHz is embedded into the FPGA chip. The EKF is created by C/C++ program and run...
Year
DOI
Venue
2013
10.1109/TIE.2012.2208436
IEEE Transactions on Industrial Electronics
Keywords
Field
DocType
Vehicles,Field programmable gate arrays,Wheels,Tires,Roads,Estimation,Hardware
Single-precision floating-point format,Extended Kalman filter,Software design,FPGA prototype,Field-programmable gate array,Software,Engineering,Computer hardware,Nios II,Embedded system,Reconfigurable computing
Journal
Volume
Issue
ISSN
60
9
0278-0046
Citations 
PageRank 
References 
8
0.56
0
Authors
5
Name
Order
Citations
PageRank
Hongyan Guo1444.59
Hong Chen228056.04
Fang Xu3423.21
Fei Wang491.65
Geyu Lu580.90