Abstract
The application of a subspace invariance approach (ESPRIT) to the estimation of parameters (frequencies and powers) of cisoids in noise is described. ESPRIT exploits an underlying rotational invariance of signal subspaces spanned by two temporally displaced data sets. The new approach has several advantages including improved resolution over Pisarenko's technique for harmonic retrieval.
Keywords
Rotational invarianceLinear subspaceSubspace topologyNoise (video)Signal subspaceRotation (mathematics)AlgorithmComputer scienceHarmonicMathematicsResolution (logic)Pattern recognition (psychology)Artificial intelligenceAcousticsPhysicsPure mathematicsImage (mathematics)
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Publication Info
- Year
- 1986
- Type
- article
- Volume
- 34
- Issue
- 5
- Pages
- 1340-1342
- Citations
- 1047
- Access
- Closed
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Cite This
R. Roy,
A. Paulraj,
T. Kailath
(1986).
ESPRIT--A subspace rotation approach to estimation of parameters of cisoids in noise.
IEEE Transactions on Acoustics Speech and Signal Processing
, 34
(5)
, 1340-1342.
https://doi.org/10.1109/tassp.1986.1164935
Identifiers
- DOI
- 10.1109/tassp.1986.1164935