Zobrazeno 1 - 10
of 1 319
pro vyhledávání: '"Martínez, Ramón A."'
Adaptive learning is necessary for non-stationary environments where the learning machine needs to forget past data distribution. Efficient algorithms require a compact model update to not grow in computational burden with the incoming data and with
Externí odkaz:
http://arxiv.org/abs/2302.10325
Autor:
Thanh Quang Nguyen, Le Quyen Luu, Nicolás Martínez-Ramón, Sonia Longo, Maurizio Cellura, Javier Dufour
Publikováno v:
Heliyon, Vol 10, Iss 19, Pp e38557- (2024)
Climate change and other environmental consequences of socio-economic activities require a more sustainable and circular growth. At the same time, the limitation of the earth resource demands industries to improve resource efficiency and increase the
Externí odkaz:
https://doaj.org/article/a2042b67fbc04d10b7fe336756688385
Publikováno v:
Cleaner Environmental Systems, Vol 14, Iss , Pp 100221- (2024)
In the face of escalating emission reduction demands and heightened public awareness, the imperative for transparent assessments is fundamental to responsible and sustainable development. The use of life cycle assessment (LCA) is instrumental in iden
Externí odkaz:
https://doaj.org/article/8b519c3bde4e461fbb0e2b8bcb151165
Autor:
Sirhan, Najem N, Martinez-Ramon, Manel
Publikováno v:
International Journal of Wireless & Mobile Networks (IJWMN), Vol.14, No.4, August 2022
Frequency reuse in cells is one of the strategies that LTE uses to maximize the spectrum efficiency. However, it leads to an interference among the cells, especially at the cell edges where the probability for a cell-edge user to be scheduled on a re
Externí odkaz:
http://arxiv.org/abs/2208.14513
Autor:
Sirhan, Najem N, Martinez-Ramon, Manel
Publikováno v:
International Journal of Wireless & Mobile Networks (IJWMN), Vol.14, No.4, August 2022
The number of LTE users and their applications has increased significantly in the last decade, which increased the demand on the mobile network. LTE-Advanced comes with many features that can support this increasing demand. LTE-Advanced supports Hete
Externí odkaz:
http://arxiv.org/abs/2208.13053
Autor:
Sirhan, Najem N, Martinez-Ramon, Manel
This survey paper provides a detailed explanation of Long Term Evolution cellular network packet scheduling algorithms in both downlink and uplink directions. It starts by explaining the difference between Orthogonal Frequency Division Multiple Acces
Externí odkaz:
http://arxiv.org/abs/2204.11369
Autor:
Sirhan, Najem N, Martinez-Ramon, Manel
In this paper, we propose, implement, and test two novel downlink LTE scheduling algorithms. The implementation and testing of these algorithms were in Matlab, and they are based on the use of Reinforcement Learning, more specifically, the Qlearning
Externí odkaz:
http://arxiv.org/abs/2205.02765
Autor:
Nguyen, Thanh Quang, Luu, Le Quyen, Martínez-Ramón, Nicolás, Longo, Sonia, Cellura, Maurizio, Dufour, Javier
Publikováno v:
In Heliyon 15 October 2024 10(19)
Publikováno v:
In Teaching and Teacher Education October 2024 148
Publikováno v:
In Cleaner Environmental Systems September 2024 14