IEEE Trans Med Imaging. 2022 Dec;41(12):3762-3773. doi: 10.1109/TMI.2022.3195656. Epub 2022 Dec 2.
To enable wireless MRI receive arrays, per-channel power consumption must be reduced by a significant factor. To address this, a low-power SiGe alternative to industry standard MRI pre-amplifier blocks has been proposed and its impact on imaging performance evaluated in a benchtop environment. The SiGe amplifier reduces power consumption 28x, but exhibits increased non-linearity and reduced dynamic range relative to industry standard amplifiers. This distorts the images, causing reduced contrast and a blurring of fine features. In conjunction with the amplifier, a semi-blind calibration and compensation framework has been proposed to remove artifacts caused by this non-linearity. Requiring the knowledge of the calibration signal bandwidth, the associated peak transmit powers, and the distorted baseband signals, a second non-linearity is constructed that when cascaded with the receive chain produces a linear response. This method was evaluated for both knee and phantom image datasets of peak input power -20dBm with a -40dBm peak input power image as reference. In the benchtop environment, industry standard amplifiers produced input normalized RMSEs of 0.0199 and 0.0310 for phantom and knee datasets, respectively. The low-power SiGe amplifier resulted in RMSEs of 0.0869 and 0.1130 which were reduced to 0.0158 and 0.0168 following compensation, for phantom and knee images respectively. The ability to effectively compensate for this reduced dynamic range encourages further investigation of low-power SiGe amplifiers for power limited MRI receive arrays.
为了实现无线 MRI 接收阵列,必须将每个通道的功耗降低一个显著的因子。为了解决这个问题,提出了一种低功耗 SiGe 替代方案,可以替代行业标准的 MRI 前置放大器模块,并在台式环境中评估其对成像性能的影响。SiGe 放大器将功耗降低了 28 倍,但与行业标准放大器相比,它表现出了更高的非线性和更低的动态范围。这会扭曲图像,导致对比度降低和精细特征模糊。结合放大器,提出了一种半盲校准和补偿框架,以去除由这种非线性引起的伪影。该方法需要知道校准信号带宽、相关峰值发射功率和失真基带信号,然后构建第二个非线性,当与接收链级联时,会产生线性响应。该方法分别对膝关节和 phantom 图像数据集进行了评估,峰值输入功率为-20dBm,参考峰值输入功率图像为-40dBm。在台式环境中,行业标准放大器分别对 phantom 和 knee 数据集产生了输入归一化均方根误差(RMSE)为 0.0199 和 0.0310。低功耗 SiGe 放大器的 RMSE 分别为 0.0869 和 0.1130,补偿后分别降低至 0.0158 和 0.0168,分别用于 phantom 和 knee 图像。这种有效补偿降低的动态范围的能力,鼓励进一步研究低功耗 SiGe 放大器在功率受限的 MRI 接收阵列中的应用。