Analysis of embedded CORBA middleware performance on urban distributed transportation equipments

The increasing number of ITS (Intelligent Transportation Systems) equipment spread across cities offers tre- mendous possibilities in the development of distributed smart environments. A middleware layer located be- tween the operating system and the fi nal application can be used for the communication among the equipment to spontaneously act and cooperate among themselves. However, this middleware layer has also a computational cost that should be quanti fi ed as it can affect the main application. This paper de fi nes a methodology for such quanti fi cation using as case example a modern ITS equipment related to vehicle tracking using arti fi cial vision. Experimental results illustrate the proposed methodology.Ministerio de Educación y Ciencia DPI2007-60128Consejería de Innovación, Ciencia y Empresa P07-TIC-0262

Detección de la demanda de pasajeros en buses a través de visión, redes neuronales convolucionales y geolocalización.

El objetivo general del proyecto es desarrollar y aplicar una herramienta de análisis del flujo de pasajeros en autobuses a través del procesamiento e interpretación de imágenes.CONACYT - Consejo Nacional de Ciencias y TecnologíaPROCIENCI

Inteligencia artificial al servicio de la salud pública: caso de estudio detección temprana de focos larvarios de mosquitos.

Las enfermedades transmitidas por mosquitos se consideran emergentes y en constante aumento debido al crecimiento de la población y cambio climático. Con el fin de monitorear la ocurrencia de brotes de larvas de mosquitos, una identificación de larvas. Se ha desarrollado un sistema basado en la detección y clasificación de objetos mediante visión artificial y aprendizaje automático desarrollado y evaluado. Para ello, se utilizaron 45 imágenes de muestra de un recipiente con agua que contenía Se han recolectado mosquitos en estado larval y pupal. El detector basado en la umbralización adaptativa y la detección de contornos pudo encontrar todos los objetos relevantes en las imágenes de muestra. Para identificar cada objeto encontrado por el detector como larva o no, un clasificador basado en HOG y SVM, y otro basado en CNN han sido entrenados y evaluados, obteniendo valores F1 de 0.951 y 0.991 respectivamente.CONACYT - Consejo Nacional de Ciencia y TecnologíaPROCIENCI

An Autonomous Surface Vehicle for Water Quality Measurements in a Lake Using MQTT protocol

Many rivers cross Paraguay and two hydroelectrics dams required the monitoring of these resources Rivers are important for international trade (hydroways) Dams are indispensable for energy generation at hydroelectric plants 4 Contribution: Implementation of an ASV with an onboard sensor unit that submerges for taking water quality measurements and can be remotely operate it using MQTT.CONACYT - Consejo Nacional de Ciencias y TecnologíaPROCIENCI

Identificación y georreferenciación cooperativa de focos larvarios utilizando Vehículos Aéreos no Tripulados

Presentación realizada en el marco del Proyecto PINV18-596: Identificación y Georreferenciación Cooperativa de Focos Larvarios utilizando Vehículos Aéreos no TripuladosCONACYT - Consejo Nacional de Ciencias y TecnologíaPROCIENCI

Distributed urban traffic applications based on CORBA event services

Intelligent transportation systems (ITS) in urban environments are based today on modern embedded systems with enhanced digital connectivity and higher processing capabilities, supporting distributed applications working in a cooperative manner. This paper provides an overview about modern cooperative ITS equipments and presents a distributed application to be used in an urban data network. As a case example, an application based on an embedded CORBA-compliant middleware layer and several computer vision equipments is presented. Results prove the feasibility of distributed applications for building intelligent urban environments

Active and Reactive Power Control Strategy for Grid-Connected Six-Phase Generator by using Multi-Modular Matrix Converters

Este artículo propone una estrategia de control de potencia activa y reactiva basada en enfoques de control predictivo aplicados a sistemas de energía renovable conectados a la red.CONACYT – Consejo Nacional de Ciencia y TecnologíaPROCIENCI

Multi-modular matrix converter topology applied to distributed generation systems

In this paper, a multi-modular matrix converter (MMC) topology as the power conversion core to interconnect a six-phase wind energy generator to the grid is proposed and analyzed theoretically. The proposed architecture is useful in distributed generation systems, where each module consists of a three-phase matrix converter topology. Furthermore, a model-based predictive control will be applied to the MMC in order to evaluate the dynamic performance in the design of current control. Finally, simulation results based on a MatLab/Simulink will be discussed in order to highlight the most relevant characteristic of the proposed MMC topology.CONACYT – Consejo Nacional de Ciencia y TecnologíaPROCIENCI

Definition and Application of a Computational Parameter for the Quantitative Production of Hydroponic Tomatoes Based on Artificial Neural Networks and Digital Image Processing.

This work presents an alternative method, referred to as Productivity Index or PI, to quan tify the production of hydroponic tomatoes using computer vision and neural networks, in contrast to other well-known metrics, such as weight and count. This new method also allows the automation of processes, such as tracking of tomato growth and quality control. To compute the PI, a series of computational processes are conducted to calculate the total pixel area of the displayed tomatoes and obtain a quantitative indicator of hydroponic crop production. Using the PI, it was possible to identify objects belonging to hydroponic tomatoes with an error rate of 1.07%. After the neural networks were trained, the PI was applied to a full crop season of hydroponic tomatoes to show the potential of the PI to monitor the growth and maturation of tomatoes using different dosages of nutrients. With the help of the PI, it was observed that a nutrient dosage diluted with 50% water shows no difference in yield when compared with the use of the same nutrient with no dilution.CONACYT - Consejo Nacional de Ciencia y TecnologíaPROCIENCI

Diseño e Implementación de un Sistema de Monitoreo de Calidad del Aire

El objetivo principal del presente trabajo es el de diseñar e implementar un sistema electrónico-computacional capaz de monitorear la calidad del aire y de extraer conocimiento relevante de este.CONACYT - Consejo Nacional de Ciencias y TecnologíaPROCIENCI