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Data-Adaptive Coherent Demodulator for High Dynamics Pulse-Wave Ultrasound Applications

机译:用于高动态脉冲波超声应用的数据自适应相干解调器

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Pulse-Wave Doppler (PWD) ultrasound has been applied to the detection of blood flow for a long time; recently the same method was also proven effective in the monitoring of industrial fluids and suspensions flowing in pipes. In a PWD investigation, bursts of ultrasounds at 0.5–10 MHz are periodically transmitted in the medium under test. The received signal is amplified, sampled at tens of MHz, and digitally processed in a Field Programmable Gate Array (FPGA). First processing step is a coherent demodulation. Unfortunately, the weak echoes reflected from the fluid particles are received together with the echoes from the high-reflective pipe walls, whose amplitude can be 30–40 dB higher. This represents a challenge for the input dynamics of the system and the demodulator, which should clearly detect the weak fluid signal while not saturating at the pipe wall components. In this paper, a numerical demodulator architecture is presented capable of auto-tuning its internal dynamics to adapt to the feature of the actual input signal. The proposed demodulator is integrated into a system for the detection of the velocity profile of fluids flowing in pipes. Simulations and experiments with the system connected to a flow-rig show that the data-adaptive demodulator produces a noise reduction of at least of 20 dB with respect to different approaches, and recovers a correct velocity profile even when the input data are sampled at 8 bits only instead of the typical 12–16 bits.
机译:脉冲波多普勒(PWD)超声已被广泛用于检测血流。最近,在监控管道中工业流体和悬浮液方面,同样的方法也被证明是有效的。在PWD调查中,在被测介质中定期发送0.5-10 MHz的超声波脉冲。接收到的信号被放大,以数十兆赫兹采样并在现场可编程门阵列(FPGA)中进行数字处理。第一步处理是相干解调。不幸的是,流体粒子反射的弱回波与高反射管道壁的回波同时被接收,其振幅可以高30–40 dB。这对系统和解调器的输入动力学构成了挑战,它们应清楚地检测到微弱的流体信号,同时又不使管壁组件饱和。本文提出了一种数字解调器架构,该架构能够自动调整其内部动态特性以适应实际输入信号的特征。所提出的解调器已集成到一个系统中,用于检测管道中流动的流体的速度分布。将系统连接到流动钻井平台的仿真和实验表明,数据自适应解调器相对于不同方法可产生至少20 dB的噪声降低,即使输入数据在8采样时也能恢复正确的速度曲线位,而不是典型的12–16位。

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