126 citations · 358 across the 14 of their papers we have counts for
14 papers
Automatic generation of insights from workers' actions in industrial workflows with explainable Machine Learning
Francisco de Arriba-Pérez, Silvia García-Méndez, Javier Otero-Mosquera +2
New technologies such as Machine Learning (ML) gave great potential for evaluating industry workflows and automatically generating key performance indicators (KPIs). However, despi…
Self-Corrective Sensor Fusion for Drone Positioning in Indoor Facilities
Francisco Javier González-Castaño, Felipe Gil-Castiñeira, David Rodríguez-Pereira +3
Drones may be more advantageous than fixed cameras for quality control applications in industrial facilities, since they can be redeployed dynamically and adjusted to production pl…
Entertainment chatbot for the digital inclusion of elderly people without abstraction capabilities
Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González-Castaño +2
Current language processing technologies allow the creation of conversational chatbot platforms. Even though artificial intelligence is still too immature to support satisfactory u…
Quarantining Malicious IoT Devices in Intelligent Sliced Mobile Networks
David Candal-Ventureira, Pablo Fondo-Ferreiro, Felipe Gil-Castiñeira +1
The unstoppable adoption of the Internet of Things (IoT) is driven by the deployment of new services that require continuous capture of information from huge populations of sensors…
Latency Reduction in Vehicular Sensing Applications by Dynamic 5G User Plane Function Allocation with Session Continuity
Pablo Fondo-Ferreiro, David Candal-Ventureira, Francisco Javier González-Castaño +1
Vehicle automation is driving the integration of advanced sensors and new applications that demand high-quality information, such as collaborative sensing for enhanced situational…
Is the edge really necessary for drone computing offloading? An experimental assessment in carrier-grade 5G operator networks
David Candal-Ventureira, Francisco Javier González-Castaño, Felipe Gil-Castiñeira +1
In this article, we evaluate the first experience of computation offloading from drones to real fifth-generation (5G) operator systems, including commercial and private carrier-gra…
Coordinated Allocation of Radio Resources to Wi-Fi and Cellular Technologies in Shared Unlicensed Frequencies
David Candal-Ventureira, Francisco Javier González-Castaño, Felipe Gil-Castiñeira +1
Wireless connectivity is essential for industrial production processes and workflow management. Moreover, the connectivity requirements of industrial devices, which are usually lon…
A Software-Defined Networking Solution for Interconnecting Network Functions in Service-Based Architectures
Pablo Fondo-Ferreiro, Felipe Gil-Castiñeira, Francisco Javier González-Castaño +1
Mobile core networks handle critical control functions for delivering services in modern cellular networks. Traditional point-to-point architectures, where network functions are di…
Efficient Anchor Point Deployment for Low Latency Connectivity in MEC-Assisted C-V2X Scenarios
Pablo Fondo-Ferreiro, Felipe Gil-Castiñeira, Francisco Javier González-Castaño +4
Next-generation cellular networks will play a key role in the evolution of different vertical industries. Low latency will be a major requirement in many related uses cases. This r…
Fast Decision Algorithms for Efficient Access Point Assignment in SDN-Controlled Wireless Access Networks
Pablo Fondo-Ferreiro, Saber Mhiri, Cristina López-Bravo +2
Global optimization of access point (AP) assignment to user terminals requires efficient monitoring of user behavior, fast decision algorithms, efficient control signaling, and fas…
Resource Allocation for Dataflow Applications in FANETs using Anypath Routing
Juan José López Escobar, Manuel Ricardo, Rui Campos +2
Management of network resources in advanced IoT applications is a challenging topic due to their distributed nature from the Edge to the Cloud, and the heavy demand of real-time da…
JMAC Protocol: A Cross-Layer Multi-Hop Protocol for LoRa
Juan José López Escobar, Felipe Gil-Castiñeira, Rebeca P. Díaz-Redondo
The emergence of Low-Power Wide-Area Network (LPWAN) technologies allowed the development of revolutionary Internet Of Things (IoT) applications covering large areas with thousands…
A Software-Defined Networking Solution for Transparent Session and Service Continuity in Dynamic Multi-Access Edge Computing
Pablo Fondo-Ferreiro, Felipe Gil-Castiñeira, Francisco Javier González-Castaño +1
Multi-Access Edge Computing (MEC) will allow implementing low-latency services that have been unfeasible so far. The European Telecommunications Standards Institute (ETSI) and the…
6G White Paper on Edge Intelligence
Ella Peltonen, Mehdi Bennis, Michele Capobianco +16
In this white paper we provide a vision for 6G Edge Intelligence. Moving towards 5G and beyond the future 6G networks, intelligent solutions utilizing data-driven machine learning…