Zobrazeno 1 - 10
of 14
pro vyhledávání: '"Rachid Fateh"'
Autor:
Rachid Fateh, Hicham Oualla, Es-said Azougaghe, Anouar Darif, Ahmed Boumezzough, Said Safi, Mathieu Pouliquen, Miloud Frikel
Publikováno v:
Journal of Telecommunications and Information Technology, Vol 1, Iss 1 (2024)
Within the realm of machine learning, kernel methods stand out as a prominent class of algorithms with widespread applications, including but not limited to classification, regression, and identification tasks. Our paper addresses the challenging pro
Externí odkaz:
https://doaj.org/article/6c79287456ea4b2aaa33259674cc09fa
Publikováno v:
Journal of Telecommunications and Information Technology, Iss 2 (2023)
Over the last few years, kernel adaptive filters have gained in importance as the kernel trick started to be used in classic linear adaptive filters in order to address various regression and time-series prediction issues in nonlinear environments.
Externí odkaz:
https://doaj.org/article/6424fde6c8cb4b8ab6dfc6488b2cf18f
Publikováno v:
Journal of Telecommunications and Information Technology, Iss 3 (2022)
In recent years, kernel methods have provided an important alternative solution, as they offer a simple way of expanding linear algorithms to cover the non-linear mode as well. In this paper, we propose a novel recursive kernel approach allowing to i
Externí odkaz:
https://doaj.org/article/ce655788328c4280a6d14356347360e4
Publikováno v:
Journal of Telecommunications and Information Technology, Iss 4 (2021)
Among all the techniques combining multi-carrier modulation and spread spectrum, the multi-carrier code division multiple access (MC-CDMA) system is by far the most widely studied. In this paper, we present the performance of the MC-CDMA system assoc
Externí odkaz:
https://doaj.org/article/9bb22dcd3f5f4d48bf02614d5e3e0109
Publikováno v:
Systems, Vol 9, Iss 2, p 46 (2021)
In this paper, we discuss the problem of channel identification by using eight algorithms. The first three algorithms are based on higher-order cumulants, the next three algorithms are based on binary output measurement, and the last two algorithms a
Externí odkaz:
https://doaj.org/article/0db88a809eaa4145951de1b99624214d
Hyperbolic Functions Impact Evaluation on Channel Identification Based on Recursive Kernel Algorithm
Publikováno v:
2022 8th International Conference on Optimization and Applications (ICOA).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8ed724579852f377bf6d7c81a2058793
https://doi.org/10.1109/icoa55659.2022.9934118
https://doi.org/10.1109/icoa55659.2022.9934118
Autor:
Anouar Darif, Rachid Fateh
Wireless sensor networks (WSN) have become increasingly popular in a variety of fields in recent years. This is due to the development of their capabilities, which include remote environmental monitoring, process automation, telemedicine, and many ot
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ca1b78246f843ca2882e68855cccd7d6
https://zenodo.org/record/7309958
https://zenodo.org/record/7309958
Publikováno v:
Advanced Intelligent Systems for Sustainable Development (AI2SD’2020) ISBN: 9783030906382
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7580e99559f5dff2e05b2d93f9d8355a
https://doi.org/10.1007/978-3-030-90639-9_31
https://doi.org/10.1007/978-3-030-90639-9_31
Publikováno v:
Advanced Intelligent Systems for Sustainable Development (AI2SD’2020) ISBN: 9783030906382
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::37174f358a1f64929726de8e23430bb3
https://doi.org/10.1007/978-3-030-90639-9_47
https://doi.org/10.1007/978-3-030-90639-9_47
Publikováno v:
Systems
Volume 9
Issue 2
Systems, Vol 9, Iss 46, p 46 (2021)
Systems, MDPI, 2021, 9 (2), pp.46. ⟨10.3390/systems9020046⟩
Volume 9
Issue 2
Systems, Vol 9, Iss 46, p 46 (2021)
Systems, MDPI, 2021, 9 (2), pp.46. ⟨10.3390/systems9020046⟩
In this paper, we discuss the problem of channel identification by using eight algorithms. The first three algorithms are based on higher-order cumulants, the next three algorithms are based on binary output measurement, and the last two algorithms a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::136f918f77b81c45045a10e191c5f775