<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1405-7743</journal-id>
<journal-title><![CDATA[Ingeniería, investigación y tecnología]]></journal-title>
<abbrev-journal-title><![CDATA[Ing. invest. y tecnol.]]></abbrev-journal-title>
<issn>1405-7743</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México, Facultad de Ingeniería]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1405-77432019000100003</article-id>
<article-id pub-id-type="doi">10.22201/fi.25940732e.2019.20n1.003</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Sistema dinámico para el monitoreo y control de redes inalámbricas de sensores que operan bajo el protocolo de comunicación ZigBee]]></article-title>
<article-title xml:lang="en"><![CDATA[Dynamic system for monitoring and control wireless sensor networks operating under ZigBee comunication protocol]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Alvarado-Medellin]]></surname>
<given-names><![CDATA[Pedro]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Aguilar-Escarcia]]></surname>
<given-names><![CDATA[Silvia Paulina]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ramírez-Aguilera]]></surname>
<given-names><![CDATA[Atziry Magaly]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ortiz-Gómez]]></surname>
<given-names><![CDATA[Ruperto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Autónoma de Zacatecas Unidad Académica de Ingeniería ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Autónoma de Zacatecas Unidad Académica de Ingeniería Eléctrica ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Autónoma de Zacatecas Unidad Académica de Ingeniería Eléctrica ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Universidad Autónoma de Zacatecas Unidad Académica de Ingeniería ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>03</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>03</month>
<year>2019</year>
</pub-date>
<volume>20</volume>
<numero>1</numero>
<fpage>0</fpage>
<lpage>0</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1405-77432019000100003&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1405-77432019000100003&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1405-77432019000100003&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Actualmente, las redes inalámbricas de sensores (WSN) constituyen una alternativa para el control y análisis de datos en diferentes aplicaciones. Para el desarrollo de una WSN se tienen dos retos principales: el diseño electrónico de los nodos y el desarrollo de la aplicación computacional para el monitoreo, registro y análisis de datos recolectados. En la presente investigación se describe el diseño y la construcción de un sistema dinámico para el monitoreo y control de una red inalámbrica de sensores que opera bajo el protocolo ZigBee. El sistema permite tener una comunicación interactiva con los sensores, manipular la cantidad de nodos de la red, así como gestionar el control de datos del sistema de comunicación. Asimismo, cuenta con una interfaz amigable para administrar y mostrar la información proveniente de los nodos. Una de las principales bondades del sistema es la aplicación computacional debido a que presenta gran escalabilidad para desplegar en campo un número importante de sitios de monitoreo, así mismo, permite manipular los intervalos de tiempo de la recepción de los datos y el uso de una Base de Datos para almacenar la información proveniente de los sensores. Se muestra como caso de estudio, el monitoreo de las variables físicas de presión, flujo y nivel de una red de distribución de agua potable de la ciudad de Calera de Víctor Rosales, Zacatecas, México. El diseño del sistema, presentó un buen desempeño para procesar, almacenar y visualizar la información proveniente de los nodos, sin embargo, el aumento considerable del número de nodos o el decremento de latencia para el envío de los datos disminuye el índice de comunicación, debido a las características propias del protocolo de comunicación ZigBee.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract Currently, wireless sensor networks (WSN) are an alternative for data control and analysis in different applications. The development of a WSN encompasses two main tasks: the design of the nodes and the development of the application for monitoring and analyzing the data collected. In this research the design and construction of a dynamic system for monitoring and control a wireless sensor network that operates under the ZigBee protocol is described. The system allows to have an interactive communication with the sensors, to manipulate the number of nodes of the network as well as to manage the data control of the communication system allowing to obtain information about physical variables and transmit these to a server, and on the other end a computer application where the user can manage the sensors information and the communication system. One of the main advantages of the system is its computer application that presents high scalability allowing it to cover a large number of sampling sites and collect data in time intervals which are defined by the user based on the specific needs of the phenomenon analyzed. The existing duplex communication between the nodes and the computer application enables a high efficiency in data processing and prevents saturation in the communication network when the number of nodes deployed in field are numerous. As a case of study, the system was applied to monitor hydraulic variables (flow, pressure and level) on water supply distribution network in Calera de Víctor Rosales, Zacatecas, México. The design of the system presented a good performance when processing, storing and visualizing the information coming from the nodes, however the increase in the number of nodes deployed in fiel or the decrease in latency directly affects communication index due to ZigBee protocol features.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Redes inalámbricas de sensores]]></kwd>
<kwd lng="es"><![CDATA[monitoreo]]></kwd>
<kwd lng="es"><![CDATA[aplicación computacional]]></kwd>
<kwd lng="es"><![CDATA[manejo de bases de datos en tiempo real]]></kwd>
<kwd lng="en"><![CDATA[Wireless sensor networks]]></kwd>
<kwd lng="en"><![CDATA[monitoring]]></kwd>
<kwd lng="en"><![CDATA[computational application]]></kwd>
<kwd lng="en"><![CDATA[real time data base management]]></kwd>
</kwd-group>
</article-meta>
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