IEEE Trans Biomed Circuits Syst. 2019 Oct;13(5):858-867. doi: 10.1109/TBCAS.2019.2938511. Epub 2019 Aug 29.
Wireless brain-computer interfaces (BCIs) are used to study neural activity in freely moving non-human primates (NHPs). However, the high energy consumption of conventional active radios is proving to be an obstacle as research drives for wireless BCIs that can provide continuous high-rate data uplinks for longer durations (i.e. multiple days). We present a differential quadrature phase shift keying (DQPSK) backscatter uplink for the NeuroDisc BCI as an alternative to active radios. The uplink achieves a 25 Mbps throughput while operating in the 915 MHz industrial, scientific, and medical (ISM) band. The DQPSK backscatter modulator was measured to have an error-vector magnitude (EVM) of 9.7% and a measured power consumption of 309 μW during continuous, full-rate transmissions, yielding an analog communication efficiency of 12.4 pJ/bit. The NeuroDisc is capable of recording 16 channels of neural data with 16-bit resolution at up to 20 kSps per channel with a measured input-referred noise of 2.35 μV. In previous work, we demonstrated the DQPSK backscatter uplink, but bandwidth constraints in the signal chain limited the uplink rate to 6.25 Mbps and the neural sampling rate to 5 kSps. This work provides new innovations to increase the bandwidth of the system, including an ultra-high frequency (UHF) antenna design with a -10 dB return loss bandwidth of 12.5 MHz and a full-duplex receiver with an average self-jammer cancellation of 89 dB. We present end-to-end characterization of the NeuroDisc and validate the backscatter uplink using pre-recorded neural data as well as in vivo recordings from a pigtail macaque.
无线脑机接口 (BCI) 用于研究自由移动的非人类灵长类动物 (NHP) 的神经活动。然而,传统有源无线电的高能耗正成为一个障碍,因为研究人员正在推动无线 BCI 的发展,这种 BCI 可以提供连续的高速数据上行链路,持续时间更长(即多天)。我们提出了一种差分正交相移键控 (DQPSK) 反向散射上行链路,作为有源无线电的替代方案,用于 NeuroDisc BCI。该上行链路在 915MHz 工业、科学和医疗 (ISM) 频段中实现了 25Mbps 的吞吐量。在连续全速传输期间,DQPSK 反向散射调制器的误差矢量幅度 (EVM) 测量值为 9.7%,测量功耗为 309μW,模拟通信效率为 12.4pJ/bit。NeuroDisc 能够以高达 20kSps/通道的速度记录 16 个通道的神经数据,分辨率为 16 位,每个通道的输入参考噪声为 2.35μV。在之前的工作中,我们演示了 DQPSK 反向散射上行链路,但信号链中的带宽限制将上行链路速率限制为 6.25Mbps,神经采样率限制为 5kSps。这项工作提供了新的创新,以增加系统的带宽,包括具有-10dB 回波损耗带宽为 12.5MHz 的超高频 (UHF) 天线设计和具有平均自干扰消除 89dB 的全双工接收器。我们对 NeuroDisc 进行了端到端的特性描述,并使用预记录的神经数据以及长尾猕猴的体内记录验证了反向散射上行链路。