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- research-articleJanuary 2023
Blockchain-based Secure Routing Algorithm with Accumulating Trust in VANETs
Procedia Computer Science (PROCS), Volume 224, Issue C2023, Pages 44–51https://doi.org/10.1016/j.procs.2023.09.009AbstractThe popularity of vehicles and the upgrading of sensors are driving the development of the Internet of Vehicles. Therefore, a number of Vehicular Adhoc networks (VANETs) routing algorithms have emerged. However, vehicles in complex road ...
- research-articleJanuary 2023
Mode Selection and Resource Allocation for SWIPT NOMA based Three-tier HetNets
Procedia Computer Science (PROCS), Volume 224, Issue C2023, Pages 34–43https://doi.org/10.1016/j.procs.2023.09.008AbstractIn next-generation heterogeneous networks, device-to-device communications are a key enabler to support a wider and diverse range of applications. They play an important role to guarantee the performance and quality of service requirements for the ...
- research-articleJanuary 2023
Transport in the IP-based Internet of Things: status report
Procedia Computer Science (PROCS), Volume 224, Issue C2023, Pages 18–25https://doi.org/10.1016/j.procs.2023.09.006AbstractAs the Internet of Things (IoT) permeates different application environments, some particular requirements are to be met for each of them. For instance, industrial environments may pose the need for real-time, reliable protocols, while the ...
- research-articleJanuary 2023
Machine Learning Applied to Anomaly Detection on 5G O-RAN Architecture
- Pedro V.A. Alves,
- Mateus A.S.S. Goldbarg,
- Wysterlânya K.P. Barros,
- Iago D. Rego,
- Vinícius J.M.T. Filho,
- Allan M. Martins,
- Vicente A. de Sousa Jr.,
- Ramon dos R. Fontes,
- Eduardo H. da S. Aranha,
- Augusto V. Neto,
- Marcelo A.C. Fernandes
Procedia Computer Science (PROCS), Volume 222, Issue C2023, Pages 81–93https://doi.org/10.1016/j.procs.2023.08.146AbstractThis article presents a study with feasibility and performance analysis of machine learning (ML) techniques using supervised techniques for anomaly detection problems in a 5G communication network. The proposed ML models (Multilayer Perceptron, ...
- research-articleJanuary 2023
The viability of Telesurgery Service in the Autonomous Region of the Azores, supported by the 5G Network
Procedia Computer Science (PROCS), Volume 219, Issue C2023, Pages 422–430https://doi.org/10.1016/j.procs.2023.01.308Abstract5G network technology is considered one of the driving forces behind various societal changes. Among multiple uses, it offers Telesurgery. In situations where the patient needs specialized surgery, but there are no conditions to be transported to ...
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- research-articleJanuary 2023
Performance Analysis of Support Vector Machine Learning Based Carrier Aggregation Resource scheduling in 5G Mobile Communication
Procedia Computer Science (PROCS), Volume 218, Issue C2023, Pages 2776–2785https://doi.org/10.1016/j.procs.2023.01.249AbstractThe 5G cellular system will enable heterogeneous networks that incorporate 5G, 4G, Wi-Fi, and other telecommunication connectivity. This will result in huge changes in existing infrastructure and architecture network. Enhanced Mobile Broadband (...
- research-articleJanuary 2023
Deep Learning based Wireless Channel Prediction: 5G Scenario
Procedia Computer Science (PROCS), Volume 218, Issue C2023, Pages 2626–2635https://doi.org/10.1016/j.procs.2023.01.236AbstractIn the area of wireless communication, channel estimation is a challenging problem due to the need for real-time implementation as well as system dependence on the estimation accuracy. This work presents a Long-Short Term Memory (LSTM) based deep ...
- research-articleJanuary 2023
Design of WSN Model with NS2 for Animal Tracking and Monitoring
Procedia Computer Science (PROCS), Volume 218, Issue C2023, Pages 2563–2574https://doi.org/10.1016/j.procs.2023.01.230AbstractTracking and monitoring wild life is a significant ecological issue that cannot be overlooked. Especially getting fundamental indications of wild animal like Tigers is critical and evaluating their wellbeing without harming their habitat is ...
- research-articleJanuary 2023
Optimization of IoT-Fog Network Path and fault Tolerance in Fog Computing based Environment
Procedia Computer Science (PROCS), Volume 218, Issue C2023, Pages 2494–2503https://doi.org/10.1016/j.procs.2023.01.224AbstracIncreasing use of smart devices and smart applications have attracted many Fog-based services like pervasive health monitoring, distributed computing, etc to improve the real-life experience of the end users. Here, various sensor-based devices ...
- research-articleJanuary 2023
Machine Learning and Trust Based AODV Routing Protocol to Mitigate Flooding and Blackhole Attacks in MANET
Procedia Computer Science (PROCS), Volume 218, Issue C2023, Pages 2309–2318https://doi.org/10.1016/j.procs.2023.01.206AbstractThe latest advancements in wireless communication promotes the researchers to concentrate more in the expansion of Mobile Ad hoc Networks (MANETs), where nodes communicate each other to provide the demanded real time infotainment services. However,...
- research-articleJanuary 2023
WiFi Intrusion Detection using Artificial Neurons with Bio-inspired Optimization Algorithm
Procedia Computer Science (PROCS), Volume 218, Issue C2023, Pages 1238–1246https://doi.org/10.1016/j.procs.2023.01.102AbstractWireless network growth has been remarkable in recent years. There is a significant increase in the manoeuvring of mobile and stand-alone appliances, with WiFi network connectivity as the main reason for this growth. In electronics products, these ...
- research-articleJanuary 2023
Path Generation Protocol to Improve Lifetime of WSN
Procedia Computer Science (PROCS), Volume 218, Issue C2023, Pages 1091–1101https://doi.org/10.1016/j.procs.2023.01.088AbstractIn WSN sensor nodes are connected to their neighbor nodes by a wireless channel and these all nodes are operated on a battery to perform any operations. So improving the lifetime of WSN is a major research challenge by effective utilization of ...
- research-articleJanuary 2023
6G: The Next Giant Leap for AI and ML
Procedia Computer Science (PROCS), Volume 218, Issue C2023, Pages 310–317https://doi.org/10.1016/j.procs.2023.01.013AbstractThe technologies like Artificial Intelligence (AI), Machine Learning (ML) and sixth generation (6G) echo systems have the potential to generate breakthrough results in the near future. The merger of these technologies will surely give rise to ...
- research-articleJanuary 2023
Energy efficient machine learning based SMART-A-BLE implemented Wireless Battery Management System for both Hybrid Electric Vehicles and Battery Electric Vehicles
Procedia Computer Science (PROCS), Volume 218, Issue C2023, Pages 235–248https://doi.org/10.1016/j.procs.2023.01.006AbstractElectric vehicles have a larger battery pack with more than 100's cells connected in series or parallel combinations to form many battery modules. A Battery Management system (BMS) continuously monitors Current, Voltage, and Temperature data to ...
- research-articleJanuary 2023
A systematic literature review: Messaging protocols and electronic platforms used in the internet of things for the purpose of building smart homes
Procedia Computer Science (PROCS), Volume 216, Issue C2023, Pages 194–203https://doi.org/10.1016/j.procs.2022.12.127AbstractInternet of Things is a paradigm that aims at connectivity for everything, such as computing devices, machines, objects, people and so on. Messaging protocols and electronic platforms are needed in the implementation of Internet of Things(IoT) ...
- research-articleJanuary 2022
Enhancing the Security of WPA2/PSK Authentication Protocol in Wi-Fi Networks
- K s Arikumar,
- A Deepak Kumar,
- Sahaya Beni Prathiba,
- K Tamilarasi,
- Rajalakshmi Shenbaga Moorthy,
- M Mohamed Iqbal
Procedia Computer Science (PROCS), Volume 215, Issue C2022, Pages 413–421https://doi.org/10.1016/j.procs.2022.12.043AbstractIn today's world of wireless communication, the prime point of concentration lies on data security. This depends mainly on proper authentication of users who are intended to connect to the network. with modern day technology, the credentials (...
- research-articleJanuary 2022
Function Management in Future Railway Mobile Communication Systems
Procedia Computer Science (PROCS), Volume 215, Issue C2022, Pages 158–165https://doi.org/10.1016/j.procs.2022.12.018AbstractThe Future Railway Mobile Communication System (FRMCS) standard is defined with the aim to provide high speed, reliable and secure connectivity in digitalized railway networks. The FRMCS system architecture defines three layers of security, where ...
- research-articleJanuary 2022
The Role of Smart Contract Blockchain in 6G Wireless Communication System
Procedia Computer Science (PROCS), Volume 215, Issue C2022, Pages 44–50https://doi.org/10.1016/j.procs.2022.12.005AbstractThe combination of 6G and blockchain can revolutionize innovative applications in future wireless networks. Various applications in 6G require a high level of security and privacy that blockchain can award them. In addition, the complex ...
- research-articleJanuary 2022
Base stations cooperation management algorithm based on the quality of experience and load balancing
Procedia Computer Science (PROCS), Volume 214, Issue C2022, Pages 1023–1031https://doi.org/10.1016/j.procs.2022.11.273AbstractTime is a crucial factor for decision making, especially in environments where it is necessary to provide a high quality of experience for the users and at the same time make efficient use of their resources; functions that in some cases may ...
- research-articleJanuary 2022
Application of evolutionary PSO algorithms to the problem of optimization of 6-6 UPU mobility platform geometric parameters
Procedia Computer Science (PROCS), Volume 213, Issue C2022, Pages 643–650https://doi.org/10.1016/j.procs.2022.11.116AbstractThe article deals with the problem of optimization of parameters 6-6 UPU of the mobility platform using the Particle Swarm Optimization (PSO) algorithm. The optimization criterion is based on minimizing the dimensions of the structure, taking into ...