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Field Programmable Gate Array Based Parallel Strapdown Algorithm Design for Strapdown Inertial Navigation Systems
Department of Control Science and Engineering, Zhejiang University, Hangzhou 310027, China
Institute of Navigation Guidance and Control, Zhejiang University, Hangzhou 310027, China
* Author to whom correspondence should be addressed.
Received: 4 July 2011; in revised form: 3 August 2011 / Accepted: 11 August 2011 / Published: 15 August 2011
Abstract: A new generalized optimum strapdown algorithm with coning and sculling compensation is presented, in which the position, velocity and attitude updating operations are carried out based on the single-speed structure in which all computations are executed at a single updating rate that is sufficiently high to accurately account for high frequency angular rate and acceleration rectification effects. Different from existing algorithms, the updating rates of the coning and sculling compensations are unrelated with the number of the gyro incremental angle samples and the number of the accelerometer incremental velocity samples. When the output sampling rate of inertial sensors remains constant, this algorithm allows increasing the updating rate of the coning and sculling compensation, yet with more numbers of gyro incremental angle and accelerometer incremental velocity in order to improve the accuracy of system. Then, in order to implement the new strapdown algorithm in a single FPGA chip, the parallelization of the algorithm is designed and its computational complexity is analyzed. The performance of the proposed parallel strapdown algorithm is tested on the Xilinx ISE 12.3 software platform and the FPGA device XC6VLX550T hardware platform on the basis of some fighter data. It is shown that this parallel strapdown algorithm on the FPGA platform can greatly decrease the execution time of algorithm to meet the real-time and high precision requirements of system on the high dynamic environment, relative to the existing implemented on the DSP platform.
Keywords: strapdown algorithm; coning and sculling compensation; parallelization design; computation complexity; FPGA
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MDPI and ACS Style
Li, Z.-T.; Wu, T.-J.; Lin, C.-L.; Ma, L.-H. Field Programmable Gate Array Based Parallel Strapdown Algorithm Design for Strapdown Inertial Navigation Systems. Sensors 2011, 11, 7993-8017.
Li Z-T, Wu T-J, Lin C-L, Ma L-H. Field Programmable Gate Array Based Parallel Strapdown Algorithm Design for Strapdown Inertial Navigation Systems. Sensors. 2011; 11(8):7993-8017.
Li, Zong-Tao; Wu, Tie-Jun; Lin, Can-Long; Ma, Long-Hua. 2011. "Field Programmable Gate Array Based Parallel Strapdown Algorithm Design for Strapdown Inertial Navigation Systems." Sensors 11, no. 8: 7993-8017.