Single antenna power measurements based direction finding

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Single antenna power measurements based direction finding

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dc.contributor.author Lie, Joni Polili
dc.contributor.author Blu, Thierry
dc.contributor.author See, Samson Chong Meng
dc.date.accessioned 2011-10-11T05:54:39Z
dc.date.available 2011-10-11T05:54:39Z
dc.date.copyright 2010
dc.date.issued 2011-10-11
dc.identifier.citation Lie, J. P., Blu, T., & See, C. M. S. (2010). Single Antenna Power Measurements Based Direction Finding. IEEE Transactions on Signal Processing, 58(11), 5682-5692.
dc.identifier.issn 1053-587X
dc.identifier.uri http://hdl.handle.net/10220/7210
dc.description.abstract In this paper, the problem of estimating direction-ofarrival (DOA) of multiple uncorrelated sources from single antenna power measurements is addressed. Utilizing the fact that the antenna pattern is bandlimited and can be modeled as a finite sum of complex exponentials, we first show that the problem can be transformed into a frequency estimation problem. Then, we explain how the annihilating filter method can be used to solve for the DOA in the noiseless case. In the presence of noise, we propose to use Cadzow denoising that is formulated as an iterative algorithm derived fromexploiting the matrix rank and linear structure properties. Furthermore, we have also derived the Cramér–Rao Bound (CRB) and reviewed several alternative approaches that can be used as a comparison to the proposed approach. From the simulation and experimental results, we demonstrate that the proposed approach significantly outperforms other approaches. It is also evident from the Monte Carlo analysis that the proposed approach converges to the CRB.
dc.format.extent 11 p.
dc.language.iso en
dc.relation.ispartofseries IEEE transactions on signal processing
dc.rights © 2010 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: http://dx.doi.org/10.1109/TSP.2010.2065227.
dc.subject DRNTU::Engineering::Electrical and electronic engineering::Antennas, wave guides, microwaves, radar, radio
dc.title Single antenna power measurements based direction finding
dc.type Journal Article
dc.contributor.research Temasek Laboratories
dc.identifier.doi http://dx.doi.org/10.1109/TSP.2010.2065227
dc.description.version Accepted version
dc.contributor.organization Temasek Laboratories@NTU

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