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Article type: Research Article
Authors: Yang, Wan'ana; * | Li, Yana; b | Hu, Chaoc | Song, Shuangc
Affiliations: [a] School of Computer and Information Engineering, Yibin University, Yibin, Sichuan, China | [b] Graduate School of Southwest Petroleum University, Xindu, Sichuan, China | [c] Shenzhen Institute of Advanced Integration Technology, Chinese Academy of Sciences/The Chinese University of Hong Kong, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China
Correspondence: [*] Corresponding author. E-mail: [email protected]
Abstract: magnetic flux intensity of the rectangular magnet is the function of its location and orientation. With the measured magnetic flux intensities at two points around the rectangular magnet by 3-axis magnetic sensors, a non-linear equation group is established, and the location and orientation of the rectangular magnet can be determined by seeking the solution of the equation group by using general Levenberg-Marquardt (L-M) algorithm. However, the time occupied by general L-M algorithm is too long to realize real-time tracking for the rectangular magnet. We propose an improved method which computes Jacobin Matrix in L-M algorithm in parallel. Making use of the Open Multi-Processing (OpenMP) model, the parallel operation is implemented on the dual-core personal computer. As a result, the real-time tracking for the rectangular magnet is realized, and the tracking curve is smooth.
Keywords: Rectangular magnet, parallelization, Levenberg-Marquardt algorithm, real-time tracking
DOI: 10.3233/JAE-2011-1397
Journal: International Journal of Applied Electromagnetics and Mechanics, vol. 37, no. 4, pp. 241-251, 2011
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