Zapata, Mireya
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Zapata, Mireya
Main Affiliation
Quito
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mireyazapata@uti.edu.ec
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56818703100

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Design and evaluation of a heuristic optimization tool based on evolutionary grammars using PSoCs

2020 , Vallejo Mancero B. , Zapata, Mireya , Topón-Visarrea L. , Malagón P.

Currently, the evolutionary computing techniques are increasingly used in different fields, such as optimization, machine learning, and others. The starting point of the investigation is a set of optimization tools based on these techniques and one of them is called evolutionary grammar [1]. It is a evolutionary technique derived from genetic algorithms and used to generate programs automatically in any type of language. The present work is focused on the design and evaluation of hardware acceleration technique through PSoC, for the execution of evolutionary grammar. For this, a ZYNQ development platform is used, in which the logical part is used to implement factory modules and independents hardware blocks made up of a soft-processor, memory BRAM, and a CORDIC module developed to perform arithmetic operations. The processing part is used for the execution of the algorithm. Throughout the development, the procedures and techniques used for hardware and software design are specified, and the viability of the implementation is analyzed considering the comparison of the algorithm execution times in Java versus the execution times in Hardware. © Springer Nature Switzerland AG 2020.

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Real-Time Adaptive Physical Sensor Processing with SNN Hardware

2023 , Madrenas J. , Vallejo-Mancero B. , Oltra-Oltra J.À. , Zapata, Mireya , Cosp-Vilella J. , Calatayud R. , Moriya S. , Sato S.

Spiking Neural Networks (SNNs) offer bioinspired computation based on local adaptation and plasticity as well as close biological compatibility. In this work, after reviewing the Hardware Emulator of Evolving Neural Systems (HEENS) architecture and its Computer-Aided Engineering (CAE) design flow, a spiking implementation of an adaptive physical sensor input scheme based on time-rate Band-Pass Filter (BPF) is proposed for real-time execution of large dynamic range sensory edge processing nodes. Simulation and experimental results of the SNN operating in real-time with an adaptive-range accelerometer input example are shown. This work opens the path to compute with SNNs multiple physical sensor information for perception applications. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

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Playful Thinking as a Strategy to Assess Mathematical Skills in Primary School

2023 , Arias Flores, Hugo Patricio , Solis M. , Zapata, Mireya

This research aims to find gamified tools that can be used by teachers in their classes and transform traditional evaluation so that it is attractive to the student and their mathematical skills are developed. The objective of the research was to empirically analyze whether the use of gamification has a positive impact on Mathematics Evaluation, through the application of a quasi-experimental program for learning basic operations in fourth-year students of Basic General Education. We worked with an experimental group and a control group, under the hypothesis that there is a significant difference in the results of the evaluation of basic operations in mathematics when using a traditional instrument and another online. The designed instrument consists of 20 multiple-choice questions, extracted from the PISA model evaluates for the fourth year. The experimental group was evaluated with the instrument in Word and the online instrument was used with the control group. The results of the evaluation of the experimental group have an average of 16.15, after the intervention, while the control group has an average of 14.20; showing that there is a difference in the evaluations when using a traditional instrument and another online. It is concluded that these new ways of evaluating and learning through gamified modalities and resources open new spaces to investigate different options on how to value knowledge to future generations, regardless of obstacles of time, space, and resources. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

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Mechanical Design of a Spatial Mechanism for the Robot Head Configuration in Social Robotics

2020 , Alvarez-Tello, Jorge , Zapata, Mireya , Paillacho D.

The manuscript presents the mechanical design of the head configuration in the Human Robot Interaction (HRI) used for the message transmission of emotions through nonverbal communications styles. The evolution of this structure results on a natural movement reproduction for the implementation of non-verbal communication strategies in a normal behavior, achieve the main patterns to evaluate the social interaction with the robotic platform. The mechanical design result from a biomechanical evaluation of the Pitch, Roll, and Yaw trajectories of the human head and neck. The spatial mechanisms, according to the Grübber formula for Spatial Robots, allows 4 degrees of freedom. The spatial chain has universal, prismatic, spiral and revolute joins of the mechanical model-ling. This CAD model permit the 3D print of cardan elements to performance the structure of the mechanisms. The appearance is friendly and the interface reach similar capabilities than a human would have for communication. Finally, human interaction through the head movement gives the opportunity in the future for the evaluation of more parameters of the social robotic interaction between robots-humans and robots-robots. © Springer Nature Switzerland AG 2020.

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Design of a Human Machine Interface for Programming and Testing Adjustable Frequency Drives for Constant Pressure Pumping Applications

2021 , Remache-Vinueza B. , Castro-Ramírez J. , Zapata, Mireya

In this project, a human machine interface (HMI) was developed for programming adjustable frequency drives (AFDs). Frequency drives have a wide range of industrial applications such as pumping systems, conveyor belts, ventilation and air conditioning systems, and, in general, applications that require motors with high torque. Constant pressure pumping systems with AFDs, for instance, allow working with a proportional integral derivative (PID) control, providing the system with precise response between the desired value and the process feedback. In this project, an HMI has been designed to effectively configure, test and calibrate AFDs for constant pressure pumping applications. Various alternatives of HMI screens were analyzed using the prioritization matrix method to determine the most suitable screen. The HMI interface was developed in the DOPsoft 4 software of DELTA Electronics, following the guidelines set forth by ANSI/ISA-101.01-2015, to generate a clear and easy to understand HMI. © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.

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Experimental Evaluation of EMKEY: An Assistive Technology for People with Upper Limb Disabilities

2023 , Zapata, Mireya , Kevin Valencia-Aragón , Ramos Galarza, Carlos

Assistive technology can help people with disabilities to use computers more effectively and can enable them to access the same information and resources as people without disabilities. To obtain more insight into the factors that can bring about the design of an Emulator of Mouse and Keyboard (EMKEY) to higher levels of user satisfaction, an experimental study was conducted in order to analyse its effectiveness and efficiency. The experimental study involved 27 participants (Mage = 20.81, SD = 1.14) who performed three experimental games under different conditions (using the mouse and using EMKEY with head movements and voice commands). According to the results, the use of EMKEY allowed for the successful performance of tasks such as matching stimuli (F(2,78) = 2.39, p = 0.10, η2 = 0.06). However, the execution times of a task were found to be higher when using the emulator to drag an object on the screen (t(52,1) = −18.45, p ≤ 0.001, d = 9.60). These results indicate the effectiveness of technological development for people with upper limb disabilities; however, there is room for improvement in terms of efficiency. The findings are discussed in relation to previous research and are based on future studies aimed at improving the operation of the EMKEY emulator.

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Design and Implementation of Wind-Powered Charging System to Improve Electric Motorcycle Autonomy

2023 , Changoluisa L.F. , Zapata, Mireya

The careless use of fossil fuels for decades has had a negative effect on the environment, which has led to addressing climate change as one of the greatest challenges of our time. Electric mobility is an option to reduce CO2 emissions, but its main disadvantage is its limited range. As well, one alternative for reducing global warming is to use clean energy. In this sense, wind energy is one alternative to clean energy sources, because it does not produce greenhouse gas emissions or air pollutants that contribute to climate change and air pollution. It is also abundant and increasingly cost-effective, making it an attractive option for electricity generation. In this paper, we propose a charging system that harnesses gusts of wind hitting the front of an electric motorcycle and converts their kinetic energy into mechanical energy to produce alternating current through a three-phase generator connected to a propeller system. This research seeks to develop a wind generator that is installed on the front of an electric motorcycle to generate electricity, which is stored in an auxiliary lead acid battery. A Computational Fluid Dynamic (CFD) simulation was performed to visualize the behaviour of the propeller system when exposed to a wind flow. The optimised prototype was implemented using 3D printing, along with the fabrication of metal parts to support the structure. As a result, it was feasible to create alternating current using the suggested prototype, achieving an increase of motorcycle autonomy by 5 to 10%. The blade system managed to generate an acceptable amount of current, operating in wind regimes higher than 5 m/s, which implies good efficiency in power generation. Finally, the prototype has a better performance in straight tracks where high speeds can be reached and consequently a better efficiency in power generation. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

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Axonal Delay Controller for Spiking Neural Networks Based on FPGA

2020 , Zapata, Mireya , Madrenas, J. , Alvarez-Tello, Jorge , Miroslava Zapata

In this paper, the implementation of a programmable Axonal Delay Controller (ADyC) mapped on a hardware Neural Processor (NP) FPGA-based is reported. It is possible to define axonal delays between 1 to 31 emulation cycles to global and local pre-synaptic spikes generated by NP, extending the temporal characteristics supported by this architecture. The prototype presented in this work contributes to the realism of the network, which mimics the temporal biological characteristics of spike propagation through the cortex. The contribution of temporal information is strongly related to the learning process. ADyC operation is transparent for the rest of the system and neither affects the remaining tasks executed by the NP nor the emulation time period. In addition, an example implemented on hardware of a neural oscillator with programmable delays configured for a set of neurons is presented in order to demonstrate full platform functionality and operability. © 2020, Springer Nature Switzerland AG.

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Kinematic optimization of the robot head movements for the evaluation of human-robot interaction in social robotics

2020 , Tello, J.A. , Zapata, Mireya , Paillacho, D.

This paper presents the simplification of the head movements from the analysis of the biomechanical parameters of the head and neck at the mechanical and structural level through CAD modeling and construction with additive printing in ABS/PLA to implement non-verbal communication strategies and establish behavior patterns in the social interaction. This is using in the denominated MASHI (Multipurpose Assistant robot for Social Human-robot Interaction) experimental robotic telepresence platform, implemented by a display with a fish-eye camera along with the mechanical mechanism, which permits 4 degrees of freedom (DoF). In the development of mathematical-mechanical modeling for the kinematics codification that governs the robot and the autonomy of movement, we have the Pitch, Roll, and Yaw movements, and the combination of all of them to establish an active communication through telepresence. For the computational implementation, it will be show the rotational matrix to describe the movement. © Springer Nature Switzerland AG 2020.

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A Virtual Learning Environments as Training Tools: An Experience with NEO LMS in Physics Teaching

2021 , Zapata, Mireya , Polo-Mantuano J.

This research shows the design and implementation of a Virtual Learning Environment in Physics at the graduate level developed in NEO LMS. This proposal presents an alternative solution to the pedagogical mediations in virtual training spaces. The objective was to create virtual teacher-student communication Scenario either synchronously and asynchronously where interactive, and self-learning are managed through multiple resources: chat, forums, readings, videos, and simulators. As a result of using this instrument, students showed more interest in resource interaction, elements that contributed to the improvement of motivation and academic performance. Moreover, critical thinking, argumentation, and learning culture were strengthened in the students. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

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