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Power Efficient Ultrasound Imaging Diagnosis System Using Adaptive Data Prediction Scheme

机译:功率高效超声成像诊断系统使用自适应数据预测方案

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An adaptive-data-prediction-based (ADPB) ultrasound receiver is developed to achieve a wide dynamic range (DR) and high signal-to-noise ratio (SNR) ultrasound imaging with no extra power penalty. To guarantee both high resolution and power efficiency, a digital linear predictor is introduced, which significantly enhances the resolution and eliminates the power hungry circuits in traditional receivers. With digital assisted signal processing, performance stress on analog modules including ADCs is relaxed, resulting in further reduced power consumption. To enable real-time digital signal processing, least-mean-square (LMS) algorithm is introduced. The proposed system was implemented on a FPGA-based hardware platform. The measurement results show that with a simple 10-bit ADC, it achieves 80-dB SNR, which can be usually accomplished by a state-of-art 16-bits ADC. More importantly, the elimination of TGC and the employment of low resolution ADC reduce the total power by 2-3 orders.
机译:开发了一种自适应数据预测的(ADPB)超声接收器,以实现宽动态范围(DR)和高信噪比(SNR)超声成像,没有额外的功率损失。为了保证高分辨率和功率效率,引入了一种数字线性预测器,这显着增强了传统接收器中的功率饥饿电路。利用数字辅助信号处理,放宽包括ADC的模拟模块的性能应力,从而进一步降低功耗。为了实现实时数字信号处理,引入了最小均方(LMS)算法。所提出的系统是在FPGA的硬件平台上实施。测量结果表明,通过简单的10位ADC,它实现了80-DB SNR,其通常可以通过最先进的16位ADC完成。更重要的是,消除TGC和低分辨率ADC的就业将总功率降低2-3个订单。

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