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1.
Sensors (Basel) ; 23(2)2023 Jan 04.
Artigo em Inglês | MEDLINE | ID: mdl-36679391

RESUMO

The application requirements of high frame rate CMOS image sensors (CIS) in the industry have not been satisfied due to the speed limitations in traditional single-slope and serial two-step analog-to-digital converters (ADCs). In this paper, a high-speed fully differential two-step ADC design method for CIS was proposed. The proposed method was based on differential ramp and time-to-digital conversion (TDC) technology. A parallel conversion mode was formed that is different from serial conversion, and the robustness of the system was ensured due to the existence of differential ramps. Aiming at the inconsistency between traditional TDC technology and single-slope ADC, a TDC technology based on level coding was proposed. The proposed technology achieves the TDC in the last clock cycle of analog-to-digital conversion, and realized a two-step conversion process at another level. This paper presents a complete circuit design, layout design, and test verification of the proposed design method based on the 55 nm 1P4M CMOS experimental platform. Under the design environment of the analog voltage of 3.3 V, the digital voltage of 1.2 V, the clock frequency of 100 MHz, and a dynamic input range of 1.6 V, this design was a 12-bit ADC with a conversion time of 480 ns, column-level power consumption of 62 µW, differential nonlinearity (DNL) of +0.6/-0.6 LSB, and integral nonlinearity (INL) of +1.2/-1.4 LSB. Furthermore, it achieved a signal-to-noise distortion ratio (SNDR) of 70.08 dB. The proposed design provided a large area array with a high frame rate, and compared with the existing advanced single-slope ADC, its conversion speed increased by more than 52%. It provides an effective solution for the implementation of high frame frequency CIS.


Assuntos
Conversão Análogo-Digital , Razão Sinal-Ruído
2.
Sensors (Basel) ; 22(15)2022 Aug 05.
Artigo em Inglês | MEDLINE | ID: mdl-35957409

RESUMO

A slope analog-to-digital converter (ADC) amenable to be fully implemented on a digital field programmable gate array (FPGA) without requiring any external active or passive components is proposed in this paper. The amplitude information, encoded in the transition times of a standard LVDS differential input-driven by the analog input and by the reference slope generated by an FPGA output buffer-is retrieved by an FPGA time-to-digital converter. Along with the ADC, a new online calibration algorithm is developed to mitigate the influence of process, voltage, and temperature variations on its performance. Measurements on an ADC prototype reveal an analog input range from 0.3 V to 1.5 V, a least significant bit (LSB) of 2.6 mV, and an effective number of bits (ENOB) of 7.4-bit at 600 MS/s. The differential nonlinearity (DNL) is in the range between -0.78 and 0.70 LSB, and the integral nonlinearity (INL) is in the range from -0.72 to 0.78 LSB.


Assuntos
Algoritmos , Conversão Análogo-Digital , Calibragem
3.
E-Cienc. inf ; 12(1)jun. 2022.
Artigo em Espanhol | LILACS, SaludCR | ID: biblio-1384767

RESUMO

Resumen Objetivo: identificar el grado de integración de características de calidad inherentes a las revistas digitales para valorar la forma en cómo están aprovechando las actuales herramientas que facilitan el acceso y uso de información científica. Metodología: se seleccionan las ocho características digitales de la metodología del Catálogo 2.0 de Latindex y se comprueba su presencia en los sitios web institucionales de 195 revistas académicas editadas en México. Resultados: Las características que presentan menor ocurrencia son los servicios de interactividad con las personas lectoras, el uso de más de un formato de edición para la consulta de los textos completos, así como el establecimiento de políticas de preservación digital, todas ellas con menos del 50% de cumplimiento. Del grupo estudiado, 127 revistas (65%) integraron entre cinco y ocho características en sus sitios web. Conclusiones: Se percibe que las revistas del estudio cumplen de manera diferente en la integración de los criterios de calidad digital; asimismo, se hace evidente que la mayoría no aprovechan a cabalidad las herramientas y servicios digitales disponibles en el gestor OJS, el cual es utilizado por casi la totalidad de las revistas analizadas. Se evidencia que aún hay trabajo por realizar para fomentar la integración de un mayor número de herramientas digitales, particularmente en las revistas que integran un mínimo de ellas y que sin embargo son denominadas digitales a la par de aquellas que presentan una mayor adaptación digital.


Abstract Objective: to identify the degree of integration of quality characteristics inherent to digital journals in order to assess how they are taking advantage of the current tools that facilitate the access and use of scientific information. Methodology: Eight digital characteristics of the Latindex Catalog 2.0 methodology were selected and their presence was verified in the institutional websites of 195 journals edited in Mexico. Results: Characteristics with a lesser degree of presence are: interactivity services with readers, use of more than one editing format for full text consultation, as well as the establishing of digital preservation policies, all of them with a compliance of less than 50%. Of the studied group, 127 journals (65%) integrated between five and eight characteristics on their websites. Conclusions: The integration of the eight quality criteria inherent to digital journals is differentially met by the studied publications. Likewise, it became clear that the digital tools and services available in the OJS manager are not being fully exploited by most of the analyzed journals. One of the most important findings is that there is necessary to promote the integration of a greater number of the characteristics specific to digital journals, particularly in those that remain in a very basic level and that nevertheless are referred as digital on par with other journals that have a higher digital adaptation.


Assuntos
Políticas Editoriais , Indexação e Redação de Resumos , Publicação Periódica , Conversão Análogo-Digital , México
4.
E-Cienc. inf ; 12(1)jun. 2022.
Artigo em Espanhol | LILACS, SaludCR | ID: biblio-1384770

RESUMO

Resumen Este trabajo tiene como objetivo identificar prácticas y desafíos relacionados al manejo de metadatos en proyectos de archivado web. Se lleva a cabo un análisis de literatura sobre sobre metadatos en archivos de la web publicadas desde 2013, con particular atención a identificar estudios sobre estas prácticas en archivos y bibliotecas. Estos hallazgos apuntan a la necesidad de proveer una mayor contextualización sobre la conformación de un archivo o colección web, así como la importancia de tender puentes entre prácticas bibliotecológicas y archivísticas. Además, para profundizar sobre la importancia de los metadatos en proyectos de archivo de la web, se presenta como estudio de caso la conformación y catalogación de la Colección Web #RickyRenuncia, que forma parte del Proyecto RickyRenuncia, una iniciativa colaborativa y voluntaria para documentar las protestas que llevaron a la renuncia del gobernador de Puerto Rico en julio de 2019. A manera de conclusión, se argumenta sobre la necesidad de conocer más sobre prácticas de archivado web en Latinoamérica y el Caribe, y sobre la posibilidad de establecer redes de colaboración dirigidas a fortalecer la preservación de contenidos web en la región.


Abstract This paper aims to identify practices and challenges related to metadata management in web archiving projects. An analysis of literature on metadata in web archives published since 2013 is carried out, with particular attention to identify studies on these practices in archives and libraries. These findings point to the need to provide further contextualization on the shaping of a web archive or collection, as well as the importance of building bridges between library and archival practices. In addition, to deepen on the importance of metadata in web archiving projects, the conformation and cataloging of the #RickyRenuncia Web Collection, which is part of the RickyRenuncia Project, a collaborative and voluntary initiative to document the protests that led to the resignation of the governor of Puerto Rico in July 2019, is presented as a case study. By way of conclusion, it argues about the need to learn more about web archiving practices in Latin America and the Caribbean, and about the possibility of establishing collaborative networks aimed at strengthening the preservation of web content in the region.


Assuntos
Metadados , Arquivo da Web , Conversão Análogo-Digital
5.
Sensors (Basel) ; 23(1)2022 Dec 24.
Artigo em Inglês | MEDLINE | ID: mdl-36616799

RESUMO

This paper proposes a wide dynamic range (DR) and high-resolution discrete-time (DT) 2-order 4-bit sigma-delta modulator with a novel dynamic-modulated scaling-down (DM-SD) technology for non-invasive electroencephalogram (EEG) acquisition. The DM-SD technology can expand the input dynamic range and suppress large input offsets at the same time. The modulator was designed with 180nm CMOS technology with an area of 0.49 mm2. We achieve a 118.1 dB SNDR when the input signal is 437.5 Hz and the signal bandwidth is 1500 Hz. Due to the proposed DM-SD technology, the DR is expanded to 126 dB. The power consumption of the whole modulator is 1.6 mW and a 177.8 dB Schreier figure-of-merit (FoMs) is realized.


Assuntos
Eletroencefalografia , Conversão Análogo-Digital
6.
Sensors (Basel) ; 21(24)2021 Dec 10.
Artigo em Inglês | MEDLINE | ID: mdl-34960356

RESUMO

This paper presents a systematization and a comparison of the binary successive approximation (SA) variants. Three different variants are distinguished and all of them are applied in the analog-to-digital conversion. Regardless of an analog-to-digital converter circuit solution, the adoption of the specific SA variant imposes a particular character of the conversion process and related parameters. One of them is the ability to direct conversion of non-removeable physical quantities such as time intervals. Referencing to this aspect a general systematization of the variants and a name for each of them is proposed. In addition, the article raises the issues related to the complexity of implementation and energy consumption for each of the discussed binary SA variants.


Assuntos
Conversão Análogo-Digital
7.
PLoS One ; 16(7): e0254524, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34270580

RESUMO

Pneumatically-actuated soft robots have advantages over traditional rigid robots in many applications. In particular, their flexible bodies and gentle air-powered movements make them more suitable for use around humans and other objects that could be injured or damaged by traditional robots. However, existing systems for controlling soft robots currently require dedicated electromechanical hardware (usually solenoid valves) to maintain the actuation state (expanded or contracted) of each independent actuator. When combined with power, computation, and sensing components, this control hardware adds considerable cost, size, and power demands to the robot, thereby limiting the feasibility of soft robots in many important application areas. In this work, we introduce a pneumatic memory that uses air (not electricity) to set and maintain the states of large numbers of soft robotic actuators without dedicated electromechanical hardware. These pneumatic logic circuits use normally-closed microfluidic valves as transistor-like elements; this enables our circuits to support more complex computational functions than those built from normally-open valves. We demonstrate an eight-bit nonvolatile random-access pneumatic memory (RAM) that can maintain the states of multiple actuators, control both individual actuators and multiple actuators simultaneously using a pneumatic version of time division multiplexing (TDM), and set actuators to any intermediate position using a pneumatic version of analog-to-digital conversion. We perform proof-of-concept experimental testing of our pneumatic RAM by using it to control soft robotic hands playing individual notes, chords, and songs on a piano keyboard. By dramatically reducing the amount of hardware required to control multiple independent actuators in pneumatic soft robots, our pneumatic RAM can accelerate the spread of soft robotic technologies to a wide range of important application areas.


Assuntos
Robótica/métodos , Conversão Análogo-Digital , Inteligência Artificial , Ar Comprimido , Mãos/fisiologia , Humanos , Robótica/instrumentação , Transistores Eletrônicos
8.
IEEE Trans Biomed Circuits Syst ; 14(4): 746-756, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32746356

RESUMO

Energy-constrained biomedical recording systems need power-efficient data converters and good signal compression in order to meet the stringent power consumption requirements of many applications. In literature today, typically a SAR ADC in combination with digital compression is used. Recently, alternative event-driven sampling techniques have been proposed that incorporate compression in the ADC, such as level-crossing A/D conversion. This paper describes the power efficiency analysis of such level-crossing ADC (LCADC) and the traditional fixed-rate SAR ADC with simple compression. A model for the power consumption of the LCADC is derived, which is then compared to the power consumption of the SAR ADC with zero-order hold (ZOH) compression for multiple biosignals (ECG, EMG, EEG, and EAP). The LCADC is more power efficient than the SAR ADC up to a cross-over point in quantizer resolution (for example 8 bits for an EEG signal). This cross-over point decreases with the ratio of the maximum to average slope in the signal of the application. It also changes with the technology and design techniques used. The LCADC is thus suited for low to medium resolution applications. In addition, the event-driven operation of an LCADC results in fewer data to be transmitted in a system application. The event-driven LCADC without timer and with single-bit quantizer achieves a reduction in power consumption at system level of two orders of magnitude, an order of magnitude better than the SAR ADC with ZOH compression. At system level, the LCADC thus offers a big advantage over the SAR ADC.


Assuntos
Conversão Análogo-Digital , Compressão de Dados , Eletrodiagnóstico/métodos , Humanos , Processamento de Sinais Assistido por Computador
9.
Phys Eng Sci Med ; 43(2): 623-634, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32524444

RESUMO

An approach is proposed for the detection of chronic heart disorders from the electrocardiogram (ECG) signals. It utilizes an intelligent event-driven ECG signal acquisition system to achieve a real-time compression and effective signal processing and transmission. The experimental results show that grace of event-driven nature an overall 2.6 times compression and bandwidth utilization gain is attained by the suggested solution compared to the counter classical methods. It results in a significant reduction in the complexity and execution time of the post denoising, features extraction and classification processes. The overall system precision is studied in terms of the classification accuracy, the F-measure, the area under the ROC curve (AUC) and the Kappa statistics. The best classification accuracy of 94.07% is attained. It confirms that the designed event-driven solution realizes a computationally efficient automatic diagnosis of the cardiac arrhythmia while achieving a high precision decision support for cloud-based mobile health monitoring.


Assuntos
Computação em Nuvem , Eletrocardiografia , Aprendizado de Máquina , Conversão Análogo-Digital , Área Sob a Curva , Humanos , Curva ROC , Processamento de Sinais Assistido por Computador , Máquina de Vetores de Suporte
10.
IEEE Trans Biomed Circuits Syst ; 14(3): 558-569, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32224463

RESUMO

This paper presents a 10-bit successive approximation analog-to-digital converter (ADC) that operates at an ultralow voltage of 0.3 V and can be applied to biomedical implants. The study proposes several techniques to improve the ADC performance. A pipeline comparator was utilized to maintain the advantages of dynamic comparators and reduce the kickback noise. Weight biasing calibration was used to correct the offset voltage without degrading the operating speed of the comparator. The incorporation of a unity-gain buffer improved the bootstrap switch leakage problem during the hold period and reduced the effect of parasitic capacitances on the digital-to-analog converter. The chip was fabricated using 90-nm CMOS technology. The data measured at a supply voltage of 0.3 V and sampling rate of 3 MSps for differential nonlinearity and integral nonlinearity were +0.83/-0.54 and +0.84/-0.89, respectively, and the signal-to-noise plus distortion ratio and effective number of bits were 56.42 dB and 9.08 b, respectively. The measured total power consumption was 6.6 µW at a figure of merit of 4.065 fJ/conv.-step.


Assuntos
Conversão Análogo-Digital , Engenharia Biomédica/instrumentação , Equipamentos e Provisões Elétricas , Processamento de Sinais Assistido por Computador/instrumentação , Calibragem , Capacitância Elétrica , Desenho de Equipamento , Próteses e Implantes
11.
Nucleic Acids Res ; 48(11): e65, 2020 06 19.
Artigo em Inglês | MEDLINE | ID: mdl-32338742

RESUMO

For many analytic and biomedical applications, the presence of an analyte above or below a critical concentration is more informative for decision making than the actual concentration value. Straightforward analog-to-digital signal conversion does not take full advantage of the precision and dynamic range of modern sensors. Here, we present and experimentally demonstrate an analog-to-multiple-digital signal conversion, reporting digital signals that indicate whether the concentrations of specific DNA sequences exceed respective threshold values. These threshold values can be individually programmed for each target sequence. Experimentally, we showed representation of four DNA targets' information in a single fluorescence channel.


Assuntos
Conversão Análogo-Digital , DNA/análise , Processamento de Sinais Assistido por Computador , Fluorescência
12.
IEEE Trans Biomed Circuits Syst ; 14(3): 425-440, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32031949

RESUMO

A high-performance, wide dynamic range, fully-integrated neural interface is one key component for many advanced bidirectional neuromodulation technologies. In this paper, to complement the previously proposed frequency-shaping amplifier (FSA) and high-precision electrical microstimulator, we will present a proof-of-concept design of a neural data acquisition (DAQ) system that includes a 15-bit, low-power Delta-Sigma analog-to-digital converter (ADC) and a real-time spike processor based on one exponential component-polynomial component (EC-PC) algorithm. High-precision data conversion with low power consumption and small chip area is achieved by employing several techniques, such as opamp-sharing, multi-bit successive approximation (SAR) quantizer, two-step summation, and ultra-low distortion data weighted averaging (DWA). The on-chip EC-PC engine enables low latency, automatic detection, and extraction of spiking activities, thus supporting closed-loop control, real-time data compression and /or neural information decoding. The prototype chip was fabricated in a 0.13  µm CMOS process and verified in both bench-top and In-Vivo experiments. Bench-top measurement results indicate the designed ADC achieves a peak signal-to-noise and distortion ratio (SNDR) of 91.8 dB and a dynamic range of 93.0 dB over a 10 kHz bandwidth, where the total power consumption of the modulator is only 20  µW at 1.0 V supply, corresponding to a figure-of-merit (FOM) of 31.4fJ /conversion-step. In In-Vivo experiments, the proposed DAQ system has been demonstrated to obtain high-quality neural activities from a rat's motor cortex and also greatly reduce recovery time from system saturation due to electrical microstimulation.


Assuntos
Potenciais de Ação/fisiologia , Conversão Análogo-Digital , Compressão de Dados , Estimulação Elétrica Nervosa Transcutânea/instrumentação , Algoritmos , Animais , Encéfalo/fisiologia , Desenho de Equipamento , Ratos , Ratos Sprague-Dawley
13.
Sensors (Basel) ; 20(3)2020 Jan 24.
Artigo em Inglês | MEDLINE | ID: mdl-31991705

RESUMO

We have developed a device, the Rehapiano, for the fast and quantitative assessment of action tremor. It uses strain gauges to measure force exerted by individual fingers. This article verifies the device's capability to measure and monitor the development of upper limb tremor. The Rehapiano uses a precision, 24-bit, analog-to-digital converter and an Arduino microcomputer to transfer raw data via a USB interface to a computer for processing, database storage, and evaluation. First, our experiments validated the device by measuring simulated tremors with known frequencies. Second, we created a measurement protocol, which we used to measure and compare healthy patients and patients with Parkinson's disease. Finally, we evaluated the repeatability of a quantitative assessment. We verified our hypothesis that the Rehapiano is able to detect force changes, and our experimental results confirmed that our system is capable of measuring action tremor. The Rehapiano is also sensitive enough to enable the quantification of Parkinsonian tremors.


Assuntos
Monitorização Fisiológica/instrumentação , Monitorização Fisiológica/métodos , Doença de Parkinson/fisiopatologia , Tremor/diagnóstico por imagem , Adulto , Idoso , Algoritmos , Conversão Análogo-Digital , Estudos de Casos e Controles , Desenho de Equipamento , Feminino , Escrita Manual , Humanos , Masculino , Microcomputadores , Reprodutibilidade dos Testes
14.
IEEE Trans Biomed Circuits Syst ; 14(1): 48-64, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31796416

RESUMO

This paper presents the design of a low-power discrete-time signal-folding amplifier intended for use in place of programmable-gain amplifiers (PGA) in electrocardiogram (ECG) acquisition systems. The amplifier provides a fixed high gain while preventing output signal saturation even with rail-to-rail inputs, thanks to the proposed discrete-time signal folding technique; the fixed gain eliminates the need of gain-control circuitry while the high gain helps relax the resolution requirement of the analog-to-digital converter (ADC) that follows, thus resulting in lower power consumption and design complexity for the ADC. Fabricated in a standard 0.18- µm CMOS process, the amplifier occupies an active area of 0.254 mm2 and consumes 2.64  µW from a 1.2-V supply voltage. While amplifying a rail-to-rail input (2.4 Vpp differential) with a gain of 17.8 V/V, the amplifier achieves a signal-to-noise-plus-distortion ratio (SNDR) of 71 dB, thus making it very attractive for high-fidelity ECG recording amid large input interferences.


Assuntos
Eletrocardiografia/instrumentação , Dispositivos Eletrônicos Vestíveis , Amplificadores Eletrônicos , Conversão Análogo-Digital , Desenho de Equipamento , Humanos , Processamento de Sinais Assistido por Computador , Razão Sinal-Ruído
15.
IEEE Trans Biomed Circuits Syst ; 13(6): 1678-1689, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31603798

RESUMO

A power and area efficient CMOS stochastic neuron for resistive computing device-based neural networks is presented. The stochastic neuron performs both quantization and activation function simultaneously by using a single dynamic comparator and allows power-hungry analog to digital and digital to analog converters to be removed at the cost of the increased computation time. A network learning method utilizing a noisy sigmoid function is also presented to minimize the computation time with little accuracy degradation. A prototype neuron chip fabricated in 0.18µm CMOS process successfully demonstrates the neuron's performance and the learning method is verified through network simulations.


Assuntos
Neurônios/fisiologia , Processamento de Sinais Assistido por Computador/instrumentação , Algoritmos , Conversão Análogo-Digital , Animais , Desenho de Equipamento , Humanos , Dispositivos Lab-On-A-Chip , Aprendizado de Máquina , Modelos Neurológicos , Redes Neurais de Computação , Semicondutores , Processos Estocásticos
16.
IEEE Trans Biomed Circuits Syst ; 13(6): 1625-1634, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31545741

RESUMO

Large-scale in vivo electrophysiology requires tools that enable simultaneous recording of multiple brain regions at single-neuron level. This calls for the design of more compact neural probes that offer even larger arrays of addressable sites and high channel counts. With this aim, we present in this paper a quad-shank approach to integrate as many as 5,120 sites on a single probe. Compact fully-differential recording channels were designed using a single-gain-stage neural amplifier with a 14-bit ADC, achieving a mean input-referred noise of 7.44 µVrms in the action-potential band and 7.65 µVrms in the local-field-potential band, a mean total harmonic distortion of 0.17% at 1 kHz and a mean input-referred offset of 169 µV. The probe base incorporates 384 channels with on-chip power management, reference-voltage generation and digital control, thus achieving the highest level of integration in a neural probe and excellent channel-to-channel uniformity. Therefore, no calibration or external circuitry are required to achieve the above-mentioned performance. With a total area of 2.2 × 8.67 mm2 and a power consumption of 36.5 mW, the presented probe enables full-system miniaturization for acute or chronic use in small rodents.


Assuntos
Neurônios/fisiologia , Potenciais de Ação , Amplificadores Eletrônicos , Conversão Análogo-Digital , Animais , Eletrodos Implantados , Fenômenos Eletrofisiológicos , Desenho de Equipamento , Humanos , Miniaturização
17.
Opt Express ; 27(18): 24914-24922, 2019 Sep 02.
Artigo em Inglês | MEDLINE | ID: mdl-31510372

RESUMO

Reconfigurable/reprogrammable universal silicon photonic circuits represent a paradigm shift in designing photonic devices. However, it is very challenging to perform adaptive arbitrary reconfiguration when the high-dimensional solution of phase distribution cannot be explicitly determined, especially when there are random initial phase errors, which hinder the implementation of novel potential functions in universal circuits. This work presents an arbitrary black-box reconfiguration for universal circuits with random phase errors by a bacteria-foraging algorithm and unlocks a novel function of arbitrary-port-and-arbitrary-bit-resolution reconfigurable 6-bit photonic digital-to-analog conversion. This work offers a general and efficient method to ease multipurpose reconfiguration for universal silicon photonic circuits.


Assuntos
Algoritmos , Conversão Análogo-Digital , Bactérias/metabolismo , Fótons , Silício/química , Interferometria
18.
Sensors (Basel) ; 19(7)2019 Apr 11.
Artigo em Inglês | MEDLINE | ID: mdl-30978993

RESUMO

We present a 64-channel 1-bit/2-level cross-correlation system for a passive millimeter wave imager used for indoor human body security screening. Sixty-four commercial comparators are used to perform 1-bit analog-to-digital conversion, and a Field Programmable Gate Array (FPGA) is used to perform the cross-correlation processing. This system can handle 2016 cross-correlations at the sample frequency of 1GHz, and its power consumption is 48.75 W. The data readout interface makes it possible to read earlier data while simultaneously performing the next correlation when imaging at video rate. The longest integration time is up to 68.7 s, which can satisfy the requirements of video rate imaging and system calibration. The measured crosstalk between neighboring channels is less than 0.068%, and the stability is longer than 10 s. A correlation efficiency greater than 96% is achieved for input signal levels greater than -25 dBm.


Assuntos
Conversão Análogo-Digital , Violência com Arma de Fogo/prevenção & controle , Corpo Humano , Interferometria/métodos , Humanos , Aumento da Imagem/métodos , Interpretação de Imagem Assistida por Computador/métodos , Modelos Teóricos , Imagens de Fantasmas , Medidas de Segurança/tendências , Processamento de Sinais Assistido por Computador/instrumentação
19.
Technol Health Care ; 27(6): 623-642, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31033468

RESUMO

We analyzed several QRS detection algorithms in order to build a quality industrial beat detector, intended for a small, wearable, one channel electrocardiogram sensor with a sampling rate of 125 Hz, and analog-to-digital conversion of 10 bits. The research was a lengthy process that included building several hundred rules to cope with the QRS detection problems and finding an optimal threshold value for several parameters. We obtained 99.90% QRS sensitivity and 99.90% QRS positive predictive rate measured on the first channel of rescaled and resampled MIT-BIH Arrhythmia ECG database. Even more so, our solution works better than the algorithms for the original signals with a sampling rate of 360 Hz and analog-to-digital conversion of 11 bits.


Assuntos
Eletrocardiografia , Algoritmos , Conversão Análogo-Digital , Arritmias Cardíacas/diagnóstico , Arritmias Cardíacas/fisiopatologia , Eletrocardiografia/métodos , Humanos , Cadeias de Markov , Sensibilidade e Especificidade , Processamento de Sinais Assistido por Computador
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