A GNSS Carrier Tracking Algorithm Utilizing Support Vector Machine

JI Kaiyuan; ZAHNG Boya; JIANG Changhui

doi:10.3969/j.issn.1671-637x.2019.09.010

[2] JIANG C H, CHEN S, CHEN Y W, et al. Research on a chip scale atomic clock driven GNSS/SINS deeply coupled navigation system for augmented performance［J］. IET Radar, Sonar & Navigation, 2018, 13(2): 326-331.

[3] KIESEL S, ASCHER C, GRAMM D, et al. GNSS receiver with vector based FLL-assisted PLL carrier tracking loop［C］//ION GNSS, Proceedings of the Institute of Navigation, 2008: 197-203.

[5] LIAN P. Improving tracking performance of PLL in high dynamic applications ［D］. Calgary: University of Calgary, 2004.

[7] GAO G J. INS-assisted high sensitivity GPS receivers for degraded signal navigation ［D］. Calgary: University of Calgary, 2007.

[9] JIANG C H, CHEN S, BO Y M, et al. An adaptive tuning method of GNSS carrier tracking loop for high dynamic application［J］.Journal of Aeronautics, Astronautics and Aviation, 2016, 48(4): 271-278.

[10] JIANG C H, CHEN S, BO Y M, et al. Implementation and performance evaluation of a fast relocation method in a GPS/SINS/CSAC integrated navigation system hardware prototype［J］. IEICE Electronics Express, 2017, 14(6). doi: 10.1587/eiex.14.20170121.

[11] DIETRICH R, OPPER M, SOMPOLINSKY H.Statistical mechanics of support vector networks ［J］. Physical Review Letters, 2010, 82(14): 2975-2978.