TY - JOUR
T1 - Chip distortion error post-processing method based on dynamic performance index of system response for multipath measurement
AU - Lu, Hui
AU - Zhang, Ruoliu
AU - Cao, Xianbin
AU - Lei, Wanjun
N1 - Publisher Copyright:
© 2022 Elsevier Ltd
PY - 2022/7
Y1 - 2022/7
N2 - Multipath effect is one crucial impact on the performance of wireless communication systems. Multipath measurement has attracted more attention. While in the multipath measurement system, the band-limited issue causes chip distortion and brings errors in results. This paper proposed a chip distortion error post-processing method for multipath estimation algorithm. First, the method uses the dynamic performance index of system response, to analyze the effect of overshoot on the distortion of the correlation function and deduce three parameters. Second, the method uses the three parameters to correct estimation errors. Finally, the proposed method is tested in simulated and practical environment. For simulated experiments, Wasserstein distance is adopted as the evaluation index. We construct the multipath measurement system for practical experiments to obtain the main paths and measurement error. The statistical results show that the proposed post-processing method is useful in alleviating estimation errors caused by band-limited issues.
AB - Multipath effect is one crucial impact on the performance of wireless communication systems. Multipath measurement has attracted more attention. While in the multipath measurement system, the band-limited issue causes chip distortion and brings errors in results. This paper proposed a chip distortion error post-processing method for multipath estimation algorithm. First, the method uses the dynamic performance index of system response, to analyze the effect of overshoot on the distortion of the correlation function and deduce three parameters. Second, the method uses the three parameters to correct estimation errors. Finally, the proposed method is tested in simulated and practical environment. For simulated experiments, Wasserstein distance is adopted as the evaluation index. We construct the multipath measurement system for practical experiments to obtain the main paths and measurement error. The statistical results show that the proposed post-processing method is useful in alleviating estimation errors caused by band-limited issues.
KW - Chip distortion error
KW - Error processing
KW - Multipath estimation algorithm
KW - Multipath measurement
UR - https://www.scopus.com/pages/publications/85132738462
U2 - 10.1016/j.measurement.2022.111434
DO - 10.1016/j.measurement.2022.111434
M3 - 文章
AN - SCOPUS:85132738462
SN - 0263-2241
VL - 198
JO - Measurement: Journal of the International Measurement Confederation
JF - Measurement: Journal of the International Measurement Confederation
M1 - 111434
ER -