JOURNAL ARTICLE

Signal-noise Ratio Recognition Algorithm Based on Singular Value Decomposition

Yi QiaoQian CuiWei ZhangYan Liu

Year: 2016 Journal:   Advances in engineering research/Advances in Engineering Research   Publisher: Atlantis Press

Abstract

Signal-noise ratio is an important parameter in modern wireless communication systems and an important indicator to reflect signal quality.An accuracy signal-noise ratio can provide signal quality information required for power control and channel decoder, etc.This paper proposes a blind signal-noise ratio estimation algorithm, which makes use of singular value decomposition of signal autocorrelation matrix to estimate the signal-noise ratio.The algorithm does not require prior information related to the signal and has no special equipments on signal sampling rate and signal type.It is relatively easier, with a certain acceptable complexity to some estimated accuracy extent.

Keywords:
Signal transfer function SIGNAL (programming language) Signal-to-noise ratio (imaging) Computer science Noise (video) Singular value decomposition Algorithm Autocorrelation matrix Autocorrelation Noise measurement Noise floor Speech recognition Analog signal Mathematics Statistics Noise reduction Artificial intelligence Telecommunications

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Citation History

Topics

Blind Source Separation Techniques
Physical Sciences →  Computer Science →  Signal Processing
Speech and Audio Processing
Physical Sciences →  Computer Science →  Signal Processing
Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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