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

C. C. Chong; David I. Laurenson; C. M. Tan; S. McLaughlin; Mark A Beach; A. R. Nix

doi:10.1109/ICC.2002.996987

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

C. C. Chong, David I. Laurenson, C. M. Tan, S. McLaughlin, Mark A Beach, A. R. Nix

Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution

71 Citations (Scopus)

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
Title of host publication	IEEE International Conference on Communications, 2002. ICC 2002.
Publisher	IEEE
Pages	906-910
Number of pages	5
Volume	2
ISBN (Print)	0-7803-7400-2
DOIs	https://doi.org/10.1109/ICC.2002.996987
Publication status	Published - 2002
Event	IEEE International Conference on Communications 2002 - New York, United States Duration: 28 Apr 2002 → 2 May 2002

Conference

Conference	IEEE International Conference on Communications 2002
Abbreviated title	ICC 2002
Country/Territory	United States
City	New York
Period	28/04/02 → 2/05/02

Keywords

direction-of-arrival estimation
frequency-domain analysis
indoor radio
interference suppression
maximum likelihood estimation
multipath channels
radiofrequency interference

Access to Document

10.1109/ICC.2002.996987

Cite this

Chong, C. C., Laurenson, D. I., Tan, C. M., McLaughlin, S., Beach, M. A., & Nix, A. R. (2002). Joint detection-estimation of directional channel parameters using the 2-D frequency domain SAGE algorithm with serial interference cancellation. In IEEE International Conference on Communications, 2002. ICC 2002. (Vol. 2, pp. 906-910). IEEE. https://doi.org/10.1109/ICC.2002.996987

@inbook{13026e4aad634b899c9f77eece748bf2,

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).",

keywords = "direction-of-arrival estimation, frequency-domain analysis, indoor radio, interference suppression, maximum likelihood estimation, multipath channels, radiofrequency interference",

author = "Chong, {C. C.} and Laurenson, {David I.} and Tan, {C. M.} and S. McLaughlin and Beach, {Mark A} and Nix, {A. R.}",

year = "2002",

doi = "10.1109/ICC.2002.996987",

language = "English",

isbn = "0-7803-7400-2",

volume = "2",

pages = "906--910",

booktitle = "IEEE International Conference on Communications, 2002. ICC 2002.",

publisher = "IEEE",

address = "United States",

note = "IEEE International Conference on Communications 2002, ICC 2002 ; Conference date: 28-04-2002 Through 02-05-2002",

}

Chong, CC, Laurenson, DI, Tan, CM, McLaughlin, S, Beach, MA & Nix, AR 2002, Joint detection-estimation of directional channel parameters using the 2-D frequency domain SAGE algorithm with serial interference cancellation. in IEEE International Conference on Communications, 2002. ICC 2002.. vol. 2, IEEE, pp. 906-910, IEEE International Conference on Communications 2002, New York, United States, 28/04/02. https://doi.org/10.1109/ICC.2002.996987

Joint detection-estimation of directional channel parameters using the 2-D frequency domain SAGE algorithm with serial interference cancellation. / Chong, C. C.; Laurenson, David I.; Tan, C. M. et al.
IEEE International Conference on Communications, 2002. ICC 2002.. Vol. 2 IEEE, 2002. p. 906-910.

Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution

TY - CHAP

T1 - Joint detection-estimation of directional channel parameters using the 2-D frequency domain SAGE algorithm with serial interference cancellation

AU - Chong, C. C.

AU - Laurenson, David I.

AU - Tan, C. M.

AU - McLaughlin, S.

AU - Beach, Mark A

AU - Nix, A. R.

PY - 2002

Y1 - 2002

N2 - 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).

AB - 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).

KW - direction-of-arrival estimation

KW - frequency-domain analysis

KW - indoor radio

KW - interference suppression

KW - maximum likelihood estimation

KW - multipath channels

KW - radiofrequency interference

U2 - 10.1109/ICC.2002.996987

DO - 10.1109/ICC.2002.996987

M3 - Other chapter contribution

SN - 0-7803-7400-2

VL - 2

SP - 906

EP - 910

BT - IEEE International Conference on Communications, 2002. ICC 2002.

PB - IEEE

T2 - IEEE International Conference on Communications 2002

Y2 - 28 April 2002 through 2 May 2002

ER -

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

Abstract

Conference

Keywords

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