Pedro Merino
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Pedro Merino has a total of 91 co-authors. Here are the top co-authors by number of shared publications:
- María del Mar Gallardo
Universidad de Málaga
27 shared publications - Almudena Díaz Zayas
University of Malaga
24 shared publications - Alberto Salmerón
University of Malaga
10 shared publications - Laura Panizo
Universidad de Málaga
10 shared publications - Francisco Javier Rivas
Keysight Technologies, Inc
8 shared publications - David Sanan
Singapore Institute of Technology, Singapore, Singapore
6 shared publications
Latest Publications
- Open Access
- 25 June 2025
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Network
- Vol. 40 (3) , 289-298
Evaluation of MTIP, MPTCP, and MPQUIC for a Time-Sensitive Application
This paper compares the behavior of the Multi-connection Tactile Internet Protocol (MTIP) with two other well-known multipath protocols, Multipath TCP (MPTCP) and Multipath QUIC. The evaluation focuses on the effectiveness of the protocols in scenarios involving the remote control of a quadruped robot during emergency rescue operations. The study aims to determine how these protocols perform under various network conditions, including stable connections, link failures, and typical 5G network impairments. MTIP leverages network programmability to dynamically adapt to changing conditions, maintaining low latency without compromising the expected reliability for time-sensitive applications. MTIP dynamic path management provides significantly better results for the target use case compared to the other protocols, especially in adverse environments. This paper contributes to understanding how multipath communication can enhance the execution of time-sensitive applications.
- 25 June 2025
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Network
- Vol. 40 (3) , 289-298
Open AccessEvaluation of MTIP, MPTCP, and MPQUIC for a Time-Sensitive Application
This paper compares the behavior of the Multi-connection Tactile Internet Protocol (MTIP) with two other well-known multipath protocols, Multipath TCP (MPTCP) and Multipath QUIC. The evaluation focuses on the effectiveness of the protocols in scenarios involving the remote control of a quadruped robot during emergency rescue operations. The study aims to determine how these protocols perform under various network conditions, including stable connections, link failures, and typical 5G network impairments. MTIP leverages network programmability to dynamically adapt to changing conditions, maintaining low latency without compromising the expected reliability for time-sensitive applications. MTIP dynamic path management provides significantly better results for the target use case compared to the other protocols, especially in adverse environments. This paper contributes to understanding how multipath communication can enhance the execution of time-sensitive applications.
- Open Access
- 12 March 2025
- Published by Elsevier in Journal of Logical and Algebraic Methods in Programming
- Vol. 145
Runtime monitoring of 5G network slicing using STAn
- 12 March 2025
- Published by Elsevier in Journal of Logical and Algebraic Methods in Programming
- Vol. 145
Open AccessRuntime monitoring of 5G network slicing using STAn
- Open Access
- 26 October 2023
- Published by Elsevier in Computer Communications
- Vol. 212, 390-406
Verification of a multi-connectivity protocol for Tactile Internet applications
- 26 October 2023
- Published by Elsevier in Computer Communications
- Vol. 212, 390-406
Open AccessVerification of a multi-connectivity protocol for Tactile Internet applications
- Open Access
- 4 August 2023
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Access
- Vol. 11, 82960-82977
AutomAdapt: Zero Touch Configuration of 5G QoS Flows Extended for Time-Sensitive Networking
The aim of IEEE Time-Sensitive Networking (TSN) standards is to grant deterministic communication in traditional Ethernet networks for Industry 4.0. Insofar as the use cases in the Factory need some mobility, the extension of the TSN capabilities over the fifth-generation (5G) cellular network is the next step. Some challenges in TSN over 5G, such as TSN translators time synchronization functionality, are well defined in the standards, even if they have not yet been addressed in the market. However other challenges, such as the dynamic configuration of the entire network (or part of the it) based on quality requirements of the current TSN traffic pattern, are defined at a very high level and delegated to vendors for implementation. This paper addresses this challenge, using an Automata Learning approach to monitor and reconfigure the end-to-end 5G QoS flow to keep the quality of a TSN session within the required values. Additionally, algorithms are provided to build the automata from network data and predict potential deviations of the requirements to meet the expected quality. Moreover, this work presents a functional TSN over a 5G testbed where the algorithms have been tested, demonstrating that the proposed solution achieves an improvement of around 40% compared to the usual operation of the network.
- 4 August 2023
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Access
- Vol. 11, 82960-82977
Open AccessAutomAdapt: Zero Touch Configuration of 5G QoS Flows Extended for Time-Sensitive Networking
The aim of IEEE Time-Sensitive Networking (TSN) standards is to grant deterministic communication in traditional Ethernet networks for Industry 4.0. Insofar as the use cases in the Factory need some mobility, the extension of the TSN capabilities over the fifth-generation (5G) cellular network is the next step. Some challenges in TSN over 5G, such as TSN translators time synchronization functionality, are well defined in the standards, even if they have not yet been addressed in the market. However other challenges, such as the dynamic configuration of the entire network (or part of the it) based on quality requirements of the current TSN traffic pattern, are defined at a very high level and delegated to vendors for implementation. This paper addresses this challenge, using an Automata Learning approach to monitor and reconfigure the end-to-end 5G QoS flow to keep the quality of a TSN session within the required values. Additionally, algorithms are provided to build the automata from network data and predict potential deviations of the requirements to meet the expected quality. Moreover, this work presents a functional TSN over a 5G testbed where the algorithms have been tested, demonstrating that the proposed solution achieves an improvement of around 40% compared to the usual operation of the network.
- Open Access
- 1 June 2023
- Published by Springer Nature in Journal of Network and Systems Management
- Vol. 31 (3) , 1-25
Performance Analysis of the Multi-connection Tactile Internet Protocol over 5G
Tactile Internet is an Internet network that combines ultra-low latency with extremely high availability and reliability. Since traditional protocols, such as UDP and TCP, cannot support this operation, other transport protocols are required to meet the stringent requirements of the Tactile Internet. This paper evaluates the implementation of the Multi-connection Tactile Internet Protocol (MTIP), a multi-connectivity transport protocol for the Tactile Internet. MTIP uses application and network status information to select network paths intelligently and, in so doing, to improve reliability and latency. The paper studies how different configurations of the MTIP algorithm impact its path selection and the effect on lost and late packets. This evaluation is performed in an emulated environment and in a 4G/5G lab to evaluate the protocol in diverse scenarios. The results show a direct trade-off between higher reliability requirements and the number of duplicate packets.
- 1 June 2023
- Published by Springer Nature in Journal of Network and Systems Management
- Vol. 31 (3) , 1-25
Open AccessPerformance Analysis of the Multi-connection Tactile Internet Protocol over 5G
Tactile Internet is an Internet network that combines ultra-low latency with extremely high availability and reliability. Since traditional protocols, such as UDP and TCP, cannot support this operation, other transport protocols are required to meet the stringent requirements of the Tactile Internet. This paper evaluates the implementation of the Multi-connection Tactile Internet Protocol (MTIP), a multi-connectivity transport protocol for the Tactile Internet. MTIP uses application and network status information to select network paths intelligently and, in so doing, to improve reliability and latency. The paper studies how different configurations of the MTIP algorithm impact its path selection and the effect on lost and late packets. This evaluation is performed in an emulated environment and in a 4G/5G lab to evaluate the protocol in diverse scenarios. The results show a direct trade-off between higher reliability requirements and the number of duplicate packets.
- Open Access
- 1 September 2022
- Published by Taylor & Francis
- p. 111-153
A Platform for 4G/5G Wireless Networking Research, Targeting the Experimentally-Driven Research Approach – FLEX –
The proliferation of smart mobile devices and data hungry mobile applications are driving the demand for faster mobile networks. Long Term Evolution (LTE), the 4th Generation of mobile network technology standardized by the 3rd Generation Partnership Project (3GPP) [1], aims at satisfying this demand by offering faster connection speeds at both the downlink and the uplink, increased network capacity and better coverage. The rapid penetration of LTE in different countries creates a vast field for innovation in terms of mobile broadband services. At the same time, research for the next generation mobile networks has already begun with the examination and evaluation of candidate technologies and architectures. Given the practical requirement for backward compatibility between successive technologies, it is rational to assume that these technologies, often referred to as Beyond 4th and towards the 5th Generation (B4G and 5G), will naturally evolve from the extension of LTE with new advanced features.
- 1 September 2022
- Published by Taylor & Francis
- p. 111-153
Open AccessA Platform for 4G/5G Wireless Networking Research, Targeting the Experimentally-Driven Research Approach – FLEX –
The proliferation of smart mobile devices and data hungry mobile applications are driving the demand for faster mobile networks. Long Term Evolution (LTE), the 4th Generation of mobile network technology standardized by the 3rd Generation Partnership Project (3GPP) [1], aims at satisfying this demand by offering faster connection speeds at both the downlink and the uplink, increased network capacity and better coverage. The rapid penetration of LTE in different countries creates a vast field for innovation in terms of mobile broadband services. At the same time, research for the next generation mobile networks has already begun with the examination and evaluation of candidate technologies and architectures. Given the practical requirement for backward compatibility between successive technologies, it is rational to assume that these technologies, often referred to as Beyond 4th and towards the 5th Generation (B4G and 5G), will naturally evolve from the extension of LTE with new advanced features.
- Open Access
A Modular Experimentation Methodology for 5G Deployments: The 5GENESIS Approach
The high heterogeneity of 5G use cases requires the extension of the traditional per-component testing procedures provided by certification organizations, in order to devise and incorporate methodologies that cover the testing requirements from vertical applications and services. In this paper, we introduce an experimentation methodology that is defined in the context of the 5GENESIS project, which aims at enabling both the testing of network components and validation of E2E KPIs. The most important contributions of this methodology are its modularity and flexibility, as well as the open-source software that was developed for its application, which enable lightweight adoption of the methodology in any 5G testbed. We also demonstrate how the methodology can be used, by executing and analyzing different experiments in a 5G Non-Standalone (NSA) deployment at the University of Malaga. The key findings of the paper are an initial 5G performance assessment and KPI analysis and the detection of under-performance issues at the application level. Those findings highlight the need for reliable testing and validation procedures towards a fair benchmarking of generic 5G services and applications.
Open AccessA Modular Experimentation Methodology for 5G Deployments: The 5GENESIS Approach
The high heterogeneity of 5G use cases requires the extension of the traditional per-component testing procedures provided by certification organizations, in order to devise and incorporate methodologies that cover the testing requirements from vertical applications and services. In this paper, we introduce an experimentation methodology that is defined in the context of the 5GENESIS project, which aims at enabling both the testing of network components and validation of E2E KPIs. The most important contributions of this methodology are its modularity and flexibility, as well as the open-source software that was developed for its application, which enable lightweight adoption of the methodology in any 5G testbed. We also demonstrate how the methodology can be used, by executing and analyzing different experiments in a 5G Non-Standalone (NSA) deployment at the University of Malaga. The key findings of the paper are an initial 5G performance assessment and KPI analysis and the detection of under-performance issues at the application level. Those findings highlight the need for reliable testing and validation procedures towards a fair benchmarking of generic 5G services and applications.
- Open Access
- 21 October 2020
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Access
- Vol. 8, 192808-192834
A Survey of End-to-End Solutions for Reliable Low-Latency Communications in 5G Networks
Very low latency and high reliability are two of the main requirements for new applications exploiting 5G networks. This is the case for the remote operation of robots or vehicles, the autonomous interaction of equipment in a factory, autonomous driving and tactile internet applications. Although the TCP/IP stack has been sufficient as the end-to-end solution for most of the history of the Internet, a number of surveys have appeared recently presenting many different methods for managing the end-to-end communication to meet the requirements of various technologies such as that of 5G networks. In this paper, we present a novel classification of the literature focused on new end-to-end solutions and the creation of services towards the support of low latency (1 ms) and high reliability (10 -9 error rate) in current and future 5G networks. We specifically highlight how the proposals can be classified according to enabling technologies and the specific method used to achieve success in terms of the latency and reliability. The literature related to end-to-end solutions for reliable low-latency communications are organized according to three main topics: (i) end-to-end protocols that improve communication in terms of latency and reliability, (ii) functionality or technologies implemented on the network to support the current demands, and (iii) application programming interfaces that enhance the correct utilization of those protocols and additional technologies.
- 21 October 2020
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Access
- Vol. 8, 192808-192834
Open AccessA Survey of End-to-End Solutions for Reliable Low-Latency Communications in 5G Networks
Very low latency and high reliability are two of the main requirements for new applications exploiting 5G networks. This is the case for the remote operation of robots or vehicles, the autonomous interaction of equipment in a factory, autonomous driving and tactile internet applications. Although the TCP/IP stack has been sufficient as the end-to-end solution for most of the history of the Internet, a number of surveys have appeared recently presenting many different methods for managing the end-to-end communication to meet the requirements of various technologies such as that of 5G networks. In this paper, we present a novel classification of the literature focused on new end-to-end solutions and the creation of services towards the support of low latency (1 ms) and high reliability (10 -9 error rate) in current and future 5G networks. We specifically highlight how the proposals can be classified according to enabling technologies and the specific method used to achieve success in terms of the latency and reliability. The literature related to end-to-end solutions for reliable low-latency communications are organized according to three main topics: (i) end-to-end protocols that improve communication in terms of latency and reliability, (ii) functionality or technologies implemented on the network to support the current demands, and (iii) application programming interfaces that enhance the correct utilization of those protocols and additional technologies.
- 21 January 2020
- Published by Springer Nature in International Journal on Software Tools for Technology Transfer
- Vol. 22 (2) , 103-104
Introduction to the Special Issue devoted to SPIN 2018
- 21 January 2020
- Published by Springer Nature in International Journal on Software Tools for Technology Transfer
- Vol. 22 (2) , 103-104
Introduction to the Special Issue devoted to SPIN 2018