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Reducing Quantization Errors for Inner-Product Operations in Embedded Digital Signal Processing Systems [Tips&Tricks]

IEEE Signal Processing Magazine, 2016
Inner-product operations are used extensively in embedded digital signal processing (DSP) systems. Their applications range from signal processing (filtering/convolution) to inference (classification). In embedded systems, resources (energy, area, etc.) are typically highly constrained, making tradeoffs with computational precision a fundamental ...
Zhuo Wang, Jintao Zhang, Naveen Verma
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Level quantization effects in digital signal processing by discrete Fourier transform method

2010 East-West Design & Test Symposium (EWDTS), 2010
The paper is aimed at drawing the attention of developers of measuring and computing devices based on modern microelectronic elements to a crucial problem of digital signal processing - quantization of the signal levels. Study of the quantization effects and of distortions caused by those effects is carried out for spectral analysis based on discrete ...
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Analysis of quantization noises in multistage signal processing systems: A case study of digital down converters (DDC)

2017 IEEE First Ukraine Conference on Electrical and Computer Engineering (UKRCON), 2017
This paper describes a new method of analyzing the effects of the quantization noise in cascaded multirate filter structure based on a calculation of Power Spectral Density (PSD) of quantization noise at the output of the digital system with the consideration of the filtering action of all its multiple cascades and multiple decimations.
Mykola Pavlenko, Alexander Kalyuzhny
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A technique for a substantial reduction of the quantization noise in the direct processing of delta-modulated signals

Signal Processing, 1985
Abstract The quantization noise introduced by the direct arithmetic operations on delta modulated signals can be considerably reduced by a proposed technique. According to this technique, the arithmetic network of a digital filter is clocked at a rate higher than that of the delta modulation encoder. Thus, as it is proved, a considerable reduction of
N. Kouvaras, J. Karakatsanis
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Quantization and Source Coding for Graph Signal Processing

Die Graphsignalverarbeitung erlaubt, Daten auf unregelmäßigen Domänen – wie etwa auf Sensor- oder sozialen Netzwerken – darzustellen, anders als in der klassischen 1-D- oder 2-D-Signalverarbeitung. Die Frage der Quellkodierung von Graphsignalen auf diesen Domänen wurde jedoch bisher nicht ausreichend in der Literatur behandelt.In der vorliegenden ...
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Method and System for Processing Signals via Perceptive Vectorial Quantization, Computer Program Product Therefore

2010
European Patent Pending (Application EP 02425601.8, 2002 – Publication EP 1406447 A1, April 2004) – US Patent (Application US 20030674903, September 2003- Publication US 2004120594 A1, June 2004) US7742521, June 2010;
A. VITALI   +3 more
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SignalP 6.0 predicts all five types of signal peptides using protein language models

Nature Biotechnology, 2022
Felix Teufel   +2 more
exaly  

Signal Processing in Massive MIMO With IQ Imbalances and Low-Resolution ADCs

IEEE Transactions on Wireless Communications, 2016
Shengchu Wang, Lin Zhang
semanticscholar   +1 more source

A Memristor-Based Continuous-Time Digital FIR Filter for Biomedical Signal Processing

IEEE Transactions on Circuits and Systems Part 1: Regular Papers, 2015
Yibin Hong, Y. Lian
semanticscholar   +1 more source

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