Electronics and Electrical Engineering and Control

A new multivariate constrained algorithm for GNSS single-epoch single-frequency attitude determination based on attitude domain

  • WU Hongtao ,
  • ZHAO Xiubin ,
  • PANG Chunlei ,
  • ZHANG Liang ,
  • FENG Bo
Expand
  • Information and Navigation College, Air Force Engineering University, Xi'an 710077, China

Received date: 2017-11-07

  Revised date: 2018-05-17

  Online published: 2018-03-13

Supported by

National Natural Science Foundation of China (61601506)

Abstract

The model of Global Navigation Satellite System (GNSS) single-epoch single-frequency attitude determination can be strengthened with multiple antennae. However, the more antennae, the higher the dimension of ambiguity. If we still search ambiguity in the ambiguity domain, the efficiency of search will decrease significantly. To solve this problem, this paper proposes a multivariate constrained algorithm for GNSS single-epoch single-frequency attitude determination based on attitude domain. First, the prior information of pitch and roll is integrated into the search process to derive the search step-length of attitude angle, and the integer candidates is determined by traversal search in the three-dimension attitude domain. Then, the cost function is parameterized with the Euler angle, and non-iterative approximate estimation of optimal conditional attitude solution is utilized to simplify the iterative computation in calculating the cost function. Experimental results show good performance of our new method. By integrating prior information of pitch, the efficiency of search in the attitude domain is improved by 65.8%. Compared to the standard iteration algorithm, non-iterative approximate estimation of conditional attitude solution reduces the time consumption of calculating the cost function by 95.3%, and the method proposed has nearly equal performance to that of the standard iteration algorithm. By the new algorithm, GNSS full attitude determination can be realized with high success rate and reliability.

Cite this article

WU Hongtao , ZHAO Xiubin , PANG Chunlei , ZHANG Liang , FENG Bo . A new multivariate constrained algorithm for GNSS single-epoch single-frequency attitude determination based on attitude domain[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2018 , 39(6) : 321850 -321850 . DOI: 10.7527/S1000-6893.2018.21850

References

[1] GIORGI G, TEUNISSEN P J G, VERHAGEN S, et al. Improving the GNSS attitude ambiguity success rate with the multivariate constrained LAMBDA method[J]. Springer Berlin Heidelberg, 2012, 136(3):941-948.
[2] 张方照, 柴艳菊, 柴华, 等. 两种多天线GNSS定姿方法的精度分析[J]. 中国惯性技术学报, 2016, 24(1):30-35. ZHANG F Z, CHAI Y J, CHAI H, et al. Analysis on precision of two attitude determination methods using GNSS multi-antenna data[J]. Journal of Chinese Inertial Technology, 2016, 24(1):30-35(in Chinese).
[3] GIORGI G. The multivariate constrained LAMBDA method for single-epoch, single-frequency GNSS-based full attitude determination[C]//Institute of Navigation GNSS 2010 Conference. Manassas, VA:ION-GNSS, 2010:1429-1439.
[4] GIORGI G, TEUNISSEN P J G, VERHAGEN S, et al. Instantaneous ambiguity resolution in global navigation satellite system based attitude determination applications:A multivariate constrained approach[J]. Journal of Guidance, Control, and Dynamics, 2012, 35(1):51-67.
[5] TEUNISSEN P J G. The affine constrained GNSS attitude model and its multivariate integer least-squares solution[J]. Journal of Geodesy, 2012, 86(7):547-563.
[6] 龚昂. GNSS单频单历元姿态测量算法关键技术研究[D]. 西安:空军工程大学, 2016:91-108. GONG A. Research on the key technology of single-epoch, single-frequency GNSS attitude determination[D]. Xi'an:Air Force Engineering University, 2016:91-108(in Chinese).
[7] 李青松. 飞机进近着舰机载端自主完好性监测与多天线多约束定姿方法研究[D]. 长沙:国防科学技术大学, 2016:66-69. LI Q S. Research on airborne autonomous integrity monitoring for aircraft approach and landing and muti-constraint attitude determination methods with muti-Antenna[D]. Changsha:National University of Defense Technology, 2016:66-69(in Chinese).
[8] ZHAO L, LI N, LI L, et al. Real-time GNSS-based attitude determination in the measurement domain[J]. Sensors, 2017, 17(2):2-15.
[9] HAN H, WANG J, WANG J, et al. Reliable partial ambiguity resolution for single-frequency GPS/BDS and INS integration[J]. GPS Solutions, 2016, 21(1):1-14.
[10] NARDO A, LI B, TEUNISSEN P J G. Partial ambiguity resolution for ground and space-based applications in a GPS+Galileo scenario:A simulation study[J]. Advances in Space Research, 2016, 57(1):30-45.
[11] HU N, ZHANG H, SHI Y, et al. Research on fast RTK GNSS algorithm based on partial ambiguity resolution[C]//China Satellite Navigation Conference. Beijing:CSNC, 2017:481-491.
[12] 崔建华, 程乃平. 一种基于天线布局的姿态测量算法研究[J]. 电子与信息学报, 2017, 39(2):459-465. CUI J H, CHENG N P. Research on an attitude determination algorithm based on antenna configuration[J]. Journal of Electronics and Information Technology, 2017, 39(2):459-465(in Chinese).
[13] BALLAL T, BLEAKLEY C J. GNSS instantaneous ambiguity resolution and attitude determination exploiting the receiver antenna configuration[J]. IEEE Transactions on Aerospace and Electronic System, 2014, 50(3):2061-2069.
[14] YANG Y, MAO X, TIAN W. Rotation matrix method based on ambiguity function for GNSS attitude determination[J]. Sensors, 2016, 16(6):841.
[15] NOWEL K, CELLMER S, KWASNIAK D. Mixed integer-real least squares estimation for precise GNSS positioning using a modified ambiguity function approach[J]. GPS Solutions, 2018, 22(1):2-11.
[16] 庞春雷, 赵修斌, 卢艳娥, 等. 短基线约束条件下的整周模糊度二维搜索算法[J]. 中国空间科学技术, 2012, 6:43-48. PANG C L, ZHAO X B, LU Y E, et al, Planar search algorithm for ambiguity resolution with short baseline length constraint[J]. Chinese Space Science and Technology, 2012, 6:43-48(in Chinese).
[17] GIORGI G, TEUNISSEN P J G. Multivariate GNSS attitude integrity:The role of affine onstraints[C]//International Association of Geodesy Symposia. Switzerland:Springer, 2015:1-7.
[18] MIAO L J, SHI J. Model-based robust estimation and fault detection for MEMS-INS/GPS integrated navigation systems[J]. Chinese Journal of Aeronautics. 2014, 27(4):947-954.
[19] YANG Y, MAO X, TIAN W. A novel method for low-cost MIMU aiding GNSS attitude determination[J]. Measurement Science & Technology, 2016, 27(7):075003.
[20] GONG A, ZHAO X, PANG C, et al. GNSS single frequency, single epoch reliable attitude determination method with baseline vector constraint[J]. Sensors, 2015, 15(12):30093-30103.
Outlines

/