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Multi-Channel Modulo Samplers Constructed From Gaussian Integers

Yicheng Gong, Lu Gan, Hongqing Liu

2021IEEE Signal Processing Letters23 citationsDOI

Abstract

Recently, there is an increased interest in the study of modulo analog to digital converters (ADCs). These new systems can reconstruct a signal whose amplitude is much higher than the conventional ADC's dynamic range. Modulo ADCs are characterized by their modulo threshold and in the current literature, all existing works are limited to real-valued moduli. In this paper, we propose multi-channel modulo samplers with complex-valued moduli to sample a band-limited complex signal. Specifically, we discuss the construction of complex divisors from Gaussian integers and propose their efficient implementations. A memory-efficient, closed-form recovery algorithm is also proposed. Simulation results demonstrate that the proposed systems can provide stable reconstruction of a high dynamic range complex-valued signal at low sampling rates.

Topics & Concepts

ModuloModulo operationModuliGaussianAlgorithmMathematicsSampling (signal processing)Dynamic rangeRange (aeronautics)SIGNAL (programming language)Channel (broadcasting)Signal reconstructionComputer scienceTopology (electrical circuits)Signal processingDiscrete mathematicsDigital signal processingTelecommunicationsComposite materialComputer hardwareCombinatoricsDetectorProgramming languageQuantum mechanicsComputer visionMaterials sciencePhysicsAnalog and Mixed-Signal Circuit DesignDigital Filter Design and ImplementationImage and Signal Denoising Methods
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