Joint detection-estimation of directional channel parameters using the 2-D frequency domain SAGE algorithm with serial interference cancellation

CC Chong; DI Laurenson; CM Tan; S McLaughlin; MA Beach; AR Nix

doi:10.1109/ICC.2002.996987

Abstract

In this paper, the serial interference cancellation (SIC) technique and the frequency domain SAGE (FD-SAGE) algorithm are jointly used to detect and estimate the radio channel parameters of interest. The implementation of the SAGE algorithm in the frequency domain is novel. Furthermore, the parallel interference cancellation (PIC) technique in the standard SAGE algorithm is replaced by the SIC technique. The SIC technique demonstrates more stable performance especially in a multipath rich environment. The two-dimensional (2-D) FD-SAGE algorithm and the SIC technique are introduced and their performance demonstrated by using real indoor channel measurement data to jointly estimate the number of multipath components (MPCs), their time-of-arrivals (TOAs), angle-of-arrivals (AOAs) and complex amplitudes. Their performance is evaluated and compared using synthetic data and results using 2-D unitary ESPRIT (another form of super-resolution algorithm)

Original language	English
Pages	906 - 910
DOIs	https://doi.org/10.1109/ICC.2002.996987
Publication status	Published - Apr 2002

Bibliographical note

Sponsorship: The work reported here has formed part of the Wireless Access area of the Core 2 Research Programme of the Virtual
Centre of Excellence in Mobile & Personal Communications, Mobile VCE whose funding support, including that of EPSRC, is grateful acknowledged. The authors at the University of Bristol would also like to
acknowledge funding support under HEFCE JREI’98 for the acquisition of the Medav RUSK BRI channel sounder

Terms of use: Copyright © 2002 IEEE. Reprinted from Proceedings of IEEE International Conference on Communications, 2002. This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Bristol's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org.

By choosing to view this document, you agree to all provisions of the copyright laws protecting it

Contributor (Other): Institute of Electrical and Electronics Engineers (IEEE)
Name of Conference: International Conference on Communications (ICC 2002)

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Cite this

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title = "Joint detection-estimation of directional channel parameters using the 2-D frequency domain SAGE algorithm with serial interference cancellation",

abstract = "In this paper, the serial interference cancellation (SIC) technique and the frequency domain SAGE (FD-SAGE) algorithm are jointly used to detect and estimate the radio channel parameters of interest. The implementation of the SAGE algorithm in the frequency domain is novel. Furthermore, the parallel interference cancellation (PIC) technique in the standard SAGE algorithm is replaced by the SIC technique. The SIC technique demonstrates more stable performance especially in a multipath rich environment. The two-dimensional (2-D) FD-SAGE algorithm and the SIC technique are introduced and their performance demonstrated by using real indoor channel measurement data to jointly estimate the number of multipath components (MPCs), their time-of-arrivals (TOAs), angle-of-arrivals (AOAs) and complex amplitudes. Their performance is evaluated and compared using synthetic data and results using 2-D unitary ESPRIT (another form of super-resolution algorithm)",

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note = "Sponsorship: The work reported here has formed part of the Wireless Access area of the Core 2 Research Programme of the Virtual Centre of Excellence in Mobile & Personal Communications, Mobile VCE whose funding support, including that of EPSRC, is grateful acknowledged. The authors at the University of Bristol would also like to acknowledge funding support under HEFCE JREI{\textquoteright}98 for the acquisition of the Medav RUSK BRI channel sounder Terms of use: Copyright {\textcopyright} 2002 IEEE. Reprinted from Proceedings of IEEE International Conference on Communications, 2002. This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Bristol's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. By choosing to view this document, you agree to all provisions of the copyright laws protecting it Contributor (Other): Institute of Electrical and Electronics Engineers (IEEE) Name of Conference: International Conference on Communications (ICC 2002)",

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N1 - Sponsorship: The work reported here has formed part of the Wireless Access area of the Core 2 Research Programme of the Virtual Centre of Excellence in Mobile & Personal Communications, Mobile VCE whose funding support, including that of EPSRC, is grateful acknowledged. The authors at the University of Bristol would also like to acknowledge funding support under HEFCE JREI’98 for the acquisition of the Medav RUSK BRI channel sounder Terms of use: Copyright © 2002 IEEE. Reprinted from Proceedings of IEEE International Conference on Communications, 2002. This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Bristol's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. By choosing to view this document, you agree to all provisions of the copyright laws protecting it Contributor (Other): Institute of Electrical and Electronics Engineers (IEEE) Name of Conference: International Conference on Communications (ICC 2002)

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