首页> 外文期刊>IEEE transactions on circuits and systems . I , Regular papers >A 1.0-8.3 GHz Cochlea-Based Real-Time Spectrum Analyzer With Δ-Σ-Modulated Digital Outputs
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A 1.0-8.3 GHz Cochlea-Based Real-Time Spectrum Analyzer With Δ-Σ-Modulated Digital Outputs

机译:基于1.0-8.3 GHz Cochlea的实时频谱分析仪,具有Δ-Σ调制的数字输出

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摘要

The biological inner ear, or cochlea, is a sophisticated signal processing system that performs spectrum analysis over an ultra-broadband frequency range of similar to 20 Hz to 20 kHz with exquisite sensitivity and high energy efficiency. Electronic cochlear models, which mimic the exponentiallytapered structure of the biological inner ear using bidirectional transmission lines or filter cascades, act as fast and hardwareefficient spectrum analyzers at both audio and radio frequencies. This paper describes a cochlea-based digitally-programmable single-chip radio frequency (RF) spectrum analyzer in 65 nm CMOS. This "RF cochlea" chip includes a transmission-line active cochlear model with 50 parallel exponentially-spaced stages that analyzes the radio spectrum from 1.0-8.3 GHz. The outputs of all stages are encoded in parallel as delta-sigma (Delta-Sigma) modulated digital signals for real-time demodulation and analysis by a digital back-end processor. The chip consumes 418 mW and typically generates similar to 1 GS/s of total data at an ENOB of 5-6 bits. An artificial intelligence (AI)-driven single-channel cognitive radio (CR) receiver based on the RF cochlea has also been implemented and tested.
机译:生物内耳或耳蜗是一种复杂的信号处理系统,其在类似于20Hz至20kHz的超宽带频率范围内进行频谱分析,具有精致的灵敏度和高能量效率。电子耳蜗模型,使用双向传输线或过滤器级联模仿生物内耳的指数上锥形结构,在音频和无线电频率下充当快速和硬候谱分析仪。本文介绍了一种基于Cochlea的数字可编程单芯片射频(RF)频谱分析仪,在65nm CMOS中。该“RF Cochlea”芯片包括传输线有源耳蜗模型,具有50个平行指数间隔级,分析1.0-8.3 GHz的无线电频谱。所有级的输出都以Δ-sigma(Δ-sigma)调制的数字信号并行编码,用于通过数字后端处理器进行实时解调和分析。芯片消耗418 MW,并且通常在5-6位的eNOB下产生类似于1 GS / s的总数据。还已经实施并测试了基于RF Cochlea的人工智能(AI)驱动的单通道认知无线电(CR)接收器。

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