Design of Nonuniform Quantizer in Satellite Navigation Receivers

作者: Xianghua Zeng , Shaojie Ni , Rui Ge , Feixue Wang

DOI: 10.1007/978-3-642-34522-7_14

关键词: Direct-sequence spread spectrumAlgorithmExtreme value theoryGNSS applicationsElectronic engineeringSpread spectrumQuantization (signal processing)Monte Carlo methodSatellite navigationComputer scienceStatistical signal processing

摘要: Based on the correlation properties of pseudo-random code in spread spectrum receivers, a novel and unified quantizer model was established, which suitable for both uniform nonuniform quantization. Statistical signal processing technique extreme value theory were employed to obtain analytical formulas optimal quantization corresponding losses. Numerical results quantization, theoretically are achieved using genetic algorithm Monte Carlo simulation, can be used guide engineering design GNSS receivers.

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