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The transformation of cities is key to achieve the Sustainable Development Goals (SDG) in the near future. The worsening climate crisis urges to long-term solutions which orientate the development of cities to be more sustainable and livable spaces. Urban planning remains as a complex task and, therefore, benefits from the use of technology to bett...
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... this study, the transport mode used is motorized individual transport (cars and motorcycle) with a speed corresponding to the maximum limit of the road, and the geometry is EPSG:3857, which uses the meter as the base unit. More information about this criterion is in Table 1 in the data collection section. ...Citations
... Another element in Figure 5 is the line with a positive slope that starts at 12 publications, increases to 20, and 26, showing the cumulative sum of articles that were published across the years. The last year (2023) had fewer published articles than in past years, with 2 journal articles and 4 Augmented Reality: Survey [28] Longitudinal and Lateral Controller Design and Implementation for NEV [29] Power Consumption Profile of a Service Robot: Characterization and Analysis [30] BRAIN Tec Biomechanics Digital Twin: Markerless Joint Acceleration Prediction Using Machine Learning and Computer Vision [22] Design of a BCI-based fidget spinner for attention enhancement [31] 2022 Campus City Conscious Mobility for Urban Spaces: Case Studies Review and Indicator Framework Design [32] The Importance of Robust Datasets to Assess Urban Accessibility: A Comparable Study in the Distrito Tec, Monterrey, Mexico, and the Stanford District, San Francisco Bay Area, USA [33] Real-time Accelerometer-Based Event Detection Through KNN Classification Method [34] A Methodology for the Sizing of a Battery Pack and Electric Motor: A Work-inprogress Result [35] Digital [24] Biodynamic Suspension Model in a Comfort-Oriented QoV Control System [38] Use of Technology for Better Understanding of Cities [39] Digital Twin for a Vehicle: ElectroBus Case Study [40] Digital Twin for Urban Spaces: an Application [41] Assessing Urban Accessibility in Monterrey, Mexico: A Transferable Approach to Evaluate Access to Main Destinations at the Metropolitan and Local Levels [42] BRAIN Tec Evaluation of a Fast Test Based on Biometric Signals to Assess Mental Fatigue at the Workplace-A Pilot Study † [21] Advanced Learner Assistance System's (ALAS) Recent Results [20] Detecting Change in Engineering Interest in Children through Machine Learning using Biometric Signals [43] Real-time Biofeedback System for Interactive Learning using Wearables and IoT ‡ [44] Detection of Engineering Interest in Children Through an Intelligent System Using Biometric Signals [45] * Highly accessed status in the MDPI Remote Sensing Journal (+20, 000 reads and +100 citations at the publication's year). † Conscious Technologies' undergraduate students as co-authors. ...
Traditionally, research and scientific endeavors have predominantly involved graduate students, often sidelining participation of undergraduate students. However, integrating under-graduate students into leading cutting-edge projects significantly enhances their academic experience and professional growth. This manuscript delves into the case study of Conscious Technologies, an innovative research group comprising the Campus City initiative and the IUCRC International BRAIN Affiliate Site at Tecnologico de Monterrey. The group's focus encompasses smart city solutions, computer vision, robotic operating systems, neuroengineering, biometry, and biomechanics, all powered by artificial intelligence. The group efficiently manages a diverse array of projects by employing methodologies such as agile project management and a progressive-phased research approach, which leads to beneficial outcomes for all stakeholders. Undergraduate students gain hands-on experience, increasing their prospects for admission into prestigious graduate programs abroad, while at the same time, research professors expand their international presence through impactful publications. High research output gradually fosters collaboration, including exchanges and stays abroad, further catalyzing the centre's growth. By tackling real-world challenges within a well-structured framework, supplemented with intrinsic and extrinsic rewards and regular meetings, students enjoy autonomy within guided projects, culminating in the publication of 26 scientific works over a span of three years.
