Adaptive detection of multiple point-like targets with conic acceptance

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Standard

Adaptive detection of multiple point-like targets with conic acceptance. / Hao, Chengpeng; Bandiera, Francesco; Yang, Jun; Hou, Chaohuan.

2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. 2011. p. 2684-2687 5947038 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Harvard

Hao, C, Bandiera, F, Yang, J & Hou, C 2011, Adaptive detection of multiple point-like targets with conic acceptance. in 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings., 5947038, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 2684-2687, 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, Prague, Czech Republic, 22/05/2011. https://doi.org/10.1109/ICASSP.2011.5947038

APA

Hao, C., Bandiera, F., Yang, J., & Hou, C. (2011). Adaptive detection of multiple point-like targets with conic acceptance. In 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings (pp. 2684-2687). [5947038] ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings https://doi.org/10.1109/ICASSP.2011.5947038

Vancouver

Hao C, Bandiera F, Yang J, Hou C. Adaptive detection of multiple point-like targets with conic acceptance. In 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. 2011. p. 2684-2687. 5947038. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). https://doi.org/10.1109/ICASSP.2011.5947038

Author

Hao, Chengpeng ; Bandiera, Francesco ; Yang, Jun ; Hou, Chaohuan. / Adaptive detection of multiple point-like targets with conic acceptance. 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. 2011. pp. 2684-2687 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Bibtex

@inproceedings{4089919cbad04441b2f5988a2e6a7b95,
title = "Adaptive detection of multiple point-like targets with conic acceptance",
abstract = "In this paper we consider the problem of detecting multiple point-like targets in the presence of steering vector mismatches and Gaussian disturbance with unknown covariance matrix. To this end, we first model the actual useful signal as a vector belonging to a proper cone whose axis coincides with the whitened direction of the nominal array response. Then we develop two new robust adaptive detectors resorting to the two-step generalized-likelihood ratio test (GLRT) design procedure without assignment of a distinct set of secondary data. Finally, a performance assessment, conducted by Monte Carlo simulation, show that the proposed detectors achieve a visible performance improvement over their natural counterparts.",
keywords = "Adaptive detection, constant false alarm rate (CFAR), generalized likelihood ratio test (GLRT)",
author = "Chengpeng Hao and Francesco Bandiera and Jun Yang and Chaohuan Hou",
year = "2011",
doi = "10.1109/ICASSP.2011.5947038",
language = "English",
isbn = "9781457705397",
series = "ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings",
publisher = "IEEE Service Center",
pages = "2684--2687",
booktitle = "2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings",
note = "36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 ; Conference date: 22-05-2011 Through 27-05-2011",

}

RIS

TY - GEN

T1 - Adaptive detection of multiple point-like targets with conic acceptance

AU - Hao, Chengpeng

AU - Bandiera, Francesco

AU - Yang, Jun

AU - Hou, Chaohuan

PY - 2011

Y1 - 2011

N2 - In this paper we consider the problem of detecting multiple point-like targets in the presence of steering vector mismatches and Gaussian disturbance with unknown covariance matrix. To this end, we first model the actual useful signal as a vector belonging to a proper cone whose axis coincides with the whitened direction of the nominal array response. Then we develop two new robust adaptive detectors resorting to the two-step generalized-likelihood ratio test (GLRT) design procedure without assignment of a distinct set of secondary data. Finally, a performance assessment, conducted by Monte Carlo simulation, show that the proposed detectors achieve a visible performance improvement over their natural counterparts.

AB - In this paper we consider the problem of detecting multiple point-like targets in the presence of steering vector mismatches and Gaussian disturbance with unknown covariance matrix. To this end, we first model the actual useful signal as a vector belonging to a proper cone whose axis coincides with the whitened direction of the nominal array response. Then we develop two new robust adaptive detectors resorting to the two-step generalized-likelihood ratio test (GLRT) design procedure without assignment of a distinct set of secondary data. Finally, a performance assessment, conducted by Monte Carlo simulation, show that the proposed detectors achieve a visible performance improvement over their natural counterparts.

KW - Adaptive detection

KW - constant false alarm rate (CFAR)

KW - generalized likelihood ratio test (GLRT)

UR - http://www.scopus.com/inward/record.url?scp=80051647846&partnerID=8YFLogxK

U2 - 10.1109/ICASSP.2011.5947038

DO - 10.1109/ICASSP.2011.5947038

M3 - Article in proceedings

AN - SCOPUS:80051647846

SN - 9781457705397

T3 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

SP - 2684

EP - 2687

BT - 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings

T2 - 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011

Y2 - 22 May 2011 through 27 May 2011

ER -

ID: 362748291