RBF multiuser detector with channel estimation capability in a synchronous MC-CDMA system

K. B. Ko; S. Choi; C. Kang; D. Hong

doi:10.1109/72.963794

RBF multiuser detector with channel estimation capability in a synchronous MC-CDMA system

K. B. Ko, S. Choi, C. Kang, D. Hong

Department of Electrical and Electronic Engineering

Research output: Contribution to journal › Letter › peer-review

18 Citations (Scopus)

Abstract

In this letter, the authors propose a multiuser detector with channel estimation capability using a radial basis function (RBF) network in a synchronous multicarrier-code division multiple access (MC-CDMA) system. The authors propose connecting an RBF network to the frequency domain to effectively utilize the frequency diversity. Simulations performed over frequency-selective and multipath fading channels. These simulations confirmed that the proposed receiver can be used both for the channel estimation and as a multiuser receiver, thus permitting an increase in the number of active users.

Original language	English
Pages (from-to)	1536-1539
Number of pages	4
Journal	IEEE Transactions on Neural Networks
Volume	12
Issue number	6
DOIs	https://doi.org/10.1109/72.963794
Publication status	Published - 2001 Nov

Bibliographical note

Funding Information:
Manuscript received June 19, 2001; revised August 8, 2001. This work was supported in part by the Brain Korea 21 projects LG Electronics Co. The authors are with the Information and Telecommunication Laboratory, Department of Electrical and Electronic Engineering, Yonsei University, Seoul 120-749, Korea (e-mail: pumi@sunlight.yonsei.ac.kr; daesikh@itl.yonsei.ac.kr). Publisher Item Identifier S 1045-9227(01)10189-X.

All Science Journal Classification (ASJC) codes

Software
Computer Science Applications
Computer Networks and Communications
Artificial Intelligence

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10.1109/72.963794

Cite this

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abstract = "In this letter, the authors propose a multiuser detector with channel estimation capability using a radial basis function (RBF) network in a synchronous multicarrier-code division multiple access (MC-CDMA) system. The authors propose connecting an RBF network to the frequency domain to effectively utilize the frequency diversity. Simulations performed over frequency-selective and multipath fading channels. These simulations confirmed that the proposed receiver can be used both for the channel estimation and as a multiuser receiver, thus permitting an increase in the number of active users.",

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AU - Ko, K. B.

AU - Choi, S.

AU - Kang, C.

AU - Hong, D.

N1 - Funding Information: Manuscript received June 19, 2001; revised August 8, 2001. This work was supported in part by the Brain Korea 21 projects LG Electronics Co. The authors are with the Information and Telecommunication Laboratory, Department of Electrical and Electronic Engineering, Yonsei University, Seoul 120-749, Korea (e-mail: pumi@sunlight.yonsei.ac.kr; daesikh@itl.yonsei.ac.kr). Publisher Item Identifier S 1045-9227(01)10189-X.

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AB - In this letter, the authors propose a multiuser detector with channel estimation capability using a radial basis function (RBF) network in a synchronous multicarrier-code division multiple access (MC-CDMA) system. The authors propose connecting an RBF network to the frequency domain to effectively utilize the frequency diversity. Simulations performed over frequency-selective and multipath fading channels. These simulations confirmed that the proposed receiver can be used both for the channel estimation and as a multiuser receiver, thus permitting an increase in the number of active users.

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RBF multiuser detector with channel estimation capability in a synchronous MC-CDMA system

Abstract

Bibliographical note

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