Advanced search ?

Object

A Novel Kernel Algorithm for Finite Impulse Response Channel Identification, Journal of Telecommunications and Information Technology, 2023, nr 2
Download

Title: A Novel Kernel Algorithm for Finite Impulse Response Channel Identification, Journal of Telecommunications and Information Technology, 2023, nr 2

Creator:

Frikel, Miloud ; Boumezzough, Ahmed ; Safi, Said ; Darif, Anouar ; Fateh, Rachid

Date:

2023, nr 2

Resource Type:

artykuł

Group publication title:

2023, nr 2, JTIT-artykuły

Description:

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.In this paper, we study a recursive method for identifying finite impulse response (FIR) nonlinear systems based on binary-value observation systems. We also apply the kernel trick to the recursive projection (RP) algorithm, yielding a novel recursive algorithm based on a positive definite kernel. For purposes, our approach is compared with the recursive projection (RP) algorithm in the process of identifying the parameters of two channels, with the first of them being a frequency-selective fading channel, called a broadband radio access network (BRAN B) channel, and the other being a a theoretical frequency-selective channel, known as the Macchi channel. Monte Carlo simulation results are presented to show the performance of the proposed algorithm

Publisher:

Instytut Łączności - Państwowy Instytut Badawczy

Format:

application/pdf

Resource Identifier:

oai:bc.itl.waw.pl:2283 ; ISSN 1509-4553, on-line: ISSN 1899-8852

DOI:

10.26636/jtit.2023.169823

eISSN:

1899-8852

Source:

Journal of Telecommunications and Information Technology

Language:

ang

Rights Management:

Biblioteka Naukowa Instytutu Łączności

Subject and keywords:

finite impulse response kernel recursive projection identification nonlinear system identification kernel adaptive filtering

Object collections:

Last modified:

Jun 6, 2024

In our library since:

Jul 18, 2023

Number of object content hits:

45

All available object's versions:

https://bc.itl.waw.pl/publication/2594

Show description in RDF format:

RDF

Show description in OAI-PMH format:

OAI-PMH

Edition name Date
Fateh, Rachid; Darif, Anouar; Boumezzough, Ahmed; Safi, Said; Frikel, Miloud, A Novel Kernel Algorithm for Finite Impulse Response Channel Identification, Journal of Telecommunications and Information Technology, 2023, nr 2 Jun 6, 2024

Objects Similar

2024, nr 1, JTIT-artykuły
2024, nr 1, JTIT-artykuły
Machine Learning Based System Identification with Binary Output Data Using Kernel Methods,Journal of Telecommunications and Information Technology, 2024, nr 1

Fateh, Rachid Oualla, Hicham Azougaghe, Es-said Darif, Anouar Boumezzough, Ahmed Safi, Said Pouliquen, Mathieu Frikel, Miloud

2024
artykuł
An Extended Version of the Proportional Adaptive Algorithm Based on Kernel Methods for Channel Identification with Binary Measurements, Journal of Telecommunications and Information Technology, 2022, nr 3

Safi, Said Darif, Anouar Fateh, Rachid

2022, nr 3
artykuł
Performance Evaluation of MC-CDMA Systems with Single User Detection Technique using Kernel and Linear Adaptive Method, Journal of Telecommunications and Information Technology, 2021, nr 4

Safi, Said Darif, Anouar Fateh, Rachid

2021, nr 4
artykuł
2023, nr 3, JTIT-artykuły
2023, nr 3, JTIT-artykuły
Performance Comparison of Several Algorithms for Localization of Wideband Sources, Journal of Telecommunications and Information Technology, 2023, nr 3

Safi, Said Frikel, Miloud Boumezzough, Ahmed Ougraz, Hassan

2023, nr 3
artykuł
Adaptive Algorithms Versus Higher Order Cumulants for Identification and Equalization of MC-CDMA, Journal of Telecommunications and Information Technology, 2014, nr 3

Safi, Said Frikel, Miloud Sabri, Mohamed Boumezzough, Ahmed Zidane, Mohammed

2014, nr 3
artykuł
Lorentzian Operator for Angular Source Localization with Large Array, Journal of Telecommunications and Information Technology, 2015, nr 4

Safi, Said Frikel, Miloud Khmou, Youssef

2015, nr 4
artykuł
Focusing Operators and Tracking Moving Wideband Sources , Journal of Telecommunications and Information Technology, 2016, nr 4

Safi, Said Frikel, Miloud Khmou, Youssef

2016, nr 4
artykuł
Comparative Study between Several Direction of Arrival Estimation Methods , Journal of Telecommunications and Information Technology, 2014, nr 1

Safi, Said Frikel, Miloud Khmou, Youssef

2014, nr 1
artykuł
More
×

Citation

Citation style:

Contact details

Address

Instytut Łączności – Państwowy Instytut Badawczy ul. Szachowa 1 04-894 Warszawa

Phone

(+48) 5128 696

E-Mail

biblioteka@il-pib.pl

Visit us!

This page uses 'cookies'. More information