六端口反射计与卡尔曼滤波传感器信号的处理

O. Zaichenko, Pavlo Galkin, N. Zaichenko, M. Miroshnyk
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引用次数: 6

摘要

在现代微波测量中,六端口反射计和接收器用于电信,无线电定位,医学,物联网。信号处理以利用冗余信息的算法和模型为基础,以提高精度和减少不确定性为目标。卡尔曼滤波器在误差信号处理中具有较好的效果。针对卡尔曼滤波算法,提出了一种具有预测和更新两种状态的有限状态机(FSM),并利用现场可编程门阵列(FPGA)对其进行仿真。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Six-port Reflectometer with Kalman Filter Processing of Sensor Signals
In modern microwave measurements the six-port reflectometers and receivers are used in telecommunications, radiolocation, medicine, Internet of things. The signal processing is based on the algorithms and models that using the redundant information and is aimed at accuracy improving and uncertainty reducing. The Kalman filter is proven to be helpful in signals with errors processing. There was proposed a finite state machine (FSM) with such states as prediction and update for Kalman filter algorithm and its simulation with the help of field programmable gate array (FPGA).
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