ScholarLens Back to search
1998•IEEE Transactions on Aerospace and Electronic SystemsRequires access

Efficient implementation of Capon and APES for spectral estimation

Z.-S. Liu, Huijian Li, J. Li

Open publisher page 73 citations

Abstract

Both the Capon and APES estimators can be shown to belong to the class of matched-filterbank spectral estimators and can be used to obtain complex spectral estimates that have more narrow spectral peaks and lower sidelobe levels than the fast Fourier transform (FFT) methods. It can also be shown that APES has better statistical performance than Capon. In this paper, we address the issue of how to efficiently implement Capon and APES for spectral estimation.

About this research paper

What this paper is about

Both the Capon and APES estimators can be shown to belong to the class of matched-filterbank spectral estimators and can be used to obtain complex spectral estimates that have more narrow spectral peaks and lower sidelobe levels than the fast Fourier transform (FFT) methods. It can also be shown that APES has better statistical performance than Capon. In this paper, we address the issue of how to efficiently implement Capon and APES for spectral estimation.

Why it matters

OpenAlex reports 73 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Both the Capon and APES estimators can be shown to belong to the class of matched-filterbank spectral estimators and can be used to obtain complex spectral estimates that have more narrow spectral peaks and lower sidelobe levels than the fast Fourier transform (FFT) methods. It can also be shown that APES has better statistical performance than Capon. In this paper, we address the issue of how to efficiently implement Capon and APES for spectral estimation.

Key concepts: Capon, Estimator, Spectral density estimation, Fast Fourier transform, Spectral analysis, Filter bank, Algorithm, Fourier transform

Related papers

Related paper 1Related paper 2
Back to paper searchBrowse research topicsOriginal source
Efficient implementation of Capon and APES for spectral estimation — Research Paper | ScholarLens