TY - GEN
T1 - Hybrid Positioning with DTMB and LTE Signals
AU - Hong, Tao
AU - Sun, Jialiang
AU - Jin, Tian
AU - Yi, Yang
AU - Qu, Jia Qing
N1 - Publisher Copyright:
© 2021 IEEE
PY - 2021
Y1 - 2021
N2 - In this paper, digital terrestrial multimedia broadcast (DTMB) signals and long term evolution (LTE) signals are used for hybrid positioning in urban environment. This paper mainly introduces the time of arrival (TOA) estimation of DTMB by using the method of PN sequence correlation. In the multipath environment, constant false alarm rate (CFAR) detector and matched pursuit (MP) algorithm are used to estimate the direct path. With the pseudo-range of DTMB and LTE signals, we used extended Kalman filter (EKF) to fix a position. In the experiment, the DTMB signals can be used for the supplement of LTE signals to achieve the hybrid positioning in urban environment. Compared to positioning method with LTE only, the hybrid positioning system with DTMB-LTE improved the availability of positioning by 27% over a trajectory of 600m. The 2-D position root-mean squared error (RMSE) of DTMB-LTE system was improved by 4.55m compared to the LTE positioning only over a trajectory of 438m. Furthermore, the proposed system achieved an RMSE of 26.26m over a trajectory of 162m when only 1 LTE and 1 DTMB stations were used. The hybrid positioning system with DTMB-LTE provided an RMSE of 20.45m over a trajectory of 600m.
AB - In this paper, digital terrestrial multimedia broadcast (DTMB) signals and long term evolution (LTE) signals are used for hybrid positioning in urban environment. This paper mainly introduces the time of arrival (TOA) estimation of DTMB by using the method of PN sequence correlation. In the multipath environment, constant false alarm rate (CFAR) detector and matched pursuit (MP) algorithm are used to estimate the direct path. With the pseudo-range of DTMB and LTE signals, we used extended Kalman filter (EKF) to fix a position. In the experiment, the DTMB signals can be used for the supplement of LTE signals to achieve the hybrid positioning in urban environment. Compared to positioning method with LTE only, the hybrid positioning system with DTMB-LTE improved the availability of positioning by 27% over a trajectory of 600m. The 2-D position root-mean squared error (RMSE) of DTMB-LTE system was improved by 4.55m compared to the LTE positioning only over a trajectory of 438m. Furthermore, the proposed system achieved an RMSE of 26.26m over a trajectory of 162m when only 1 LTE and 1 DTMB stations were used. The hybrid positioning system with DTMB-LTE provided an RMSE of 20.45m over a trajectory of 600m.
KW - DTMB and LTE signals
KW - Extended Kalman filter
KW - Hybrid positioning
KW - TOA estimation
UR - https://www.scopus.com/pages/publications/85125673753
U2 - 10.1109/IWCMC51323.2021.9498758
DO - 10.1109/IWCMC51323.2021.9498758
M3 - 会议稿件
AN - SCOPUS:85125673753
T3 - 2021 International Wireless Communications and Mobile Computing, IWCMC 2021
SP - 303
EP - 307
BT - 2021 International Wireless Communications and Mobile Computing, IWCMC 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 17th IEEE International Wireless Communications and Mobile Computing, IWCMC 2021
Y2 - 28 June 2021 through 2 July 2021
ER -