Extension of Deflection Coefficient for Linear Fusion of Quantized Reports in Cooperative Sensing
Abstract
Maximizing the so-called deflection coefficient is
commonly used as an effective approach to design cooperative
sensing schemes with low computational complexity. In this
paper, an extension to the deflection coefficient is proposed which
captures the effects of the quantization processes at the sensing
nodes, jointly with the impact of linear combining at the fusion
center. The proposed parameter is then used to formulate a
new mixed-integer nonlinear programming problem as a fast
suboptimal method to design a distributed detection scenario
where the nodes report their sensing outcomes to a fusion center
through nonideal digital links. Numerical evaluations show that
the performance of the proposed method is very close to the
optimal case.
Main Authors
Format
Conferences
Conference paper
Published
2014
Series
Subjects
Publication in research information system
Publisher
IEEE
The permanent address of the publication
https://urn.fi/URN:NBN:fi:jyu-201507082555Käytä tätä linkitykseen.
Parent publication ISBN
978-1-4799-4912-0
Review status
Peer reviewed
ISSN
2166-9570
DOI
https://doi.org/10.1109/PIMRC.2014.7136299
Conference
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications
Language
English
Published in
IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications workshops
Is part of publication
Proceedings of IEEE PIMRC 2014 : IEEE 25th International Symposium on Personal, Indoor and Mobile Radio Communications
Citation
- Abdi Mahmoudaliloo, Y., & Ristaniemi, T. (2014). Extension of Deflection Coefficient for Linear Fusion of Quantized Reports in Cooperative Sensing. In Proceedings of IEEE PIMRC 2014 : IEEE 25th International Symposium on Personal, Indoor and Mobile Radio Communications (pp. 928-932). IEEE. IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications workshops. https://doi.org/10.1109/PIMRC.2014.7136299
License
Copyright© 2014 IEEE. This is an authors' post-print version of an article whose final and definitive form has been published in the conference proceeding by IEEE.