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World of Software > Computing > The ESPRIT Algorithm and Central Limit Error Scaling | HackerNoon
Computing

The ESPRIT Algorithm and Central Limit Error Scaling | HackerNoon

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Last updated: 2025/05/08 at 1:13 PM
News Room Published 8 May 2025
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Table of Links

Abstract and 1 Introduction

1.1 ESPRIT algorithm and central limit error scaling

1.2 Contribution

1.3 Related work

1.4 Technical overview and 1.5 Organization

2 Proof of the central limit error scaling

3 Proof of the optimal error scaling

4 Second-order eigenvector perturbation theory

5 Strong eigenvector comparison

5.1 Construction of the “good” P

5.2 Taylor expansion with respect to the error terms

5.3 Error cancellation in the Taylor expansion

5.4 Proof of Theorem 5.1

A Preliminaries

B Vandermonde matrice

C Deferred proofs for Section 2

D Deferred proofs for Section 4

E Deferred proofs for Section 5

F Lower bound for spectral estimation

References

1.1 ESPRIT algorithm and central limit error scaling

Define the location and intensity vectors

The minimum is taken over all permutations π on {1, . . . , r}.

This paper is available on arxiv under CC BY 4.0 DEED license.



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