Work

Complex Information Filter and Complex Kalman Filter Comparison: Selection of the Faster Filter

Year: 2024

Type: article

Abstract: Complex Kalman filters are used in complex signal processing. A comparison between the complex Kalman filter and the complex Information filter is presented in the general case of discrete-time widely linear models. The complex Kalman filter and the complex Information filter compute iteratively the same estimations. The computational burdens of these complex filters are determined and a method is derived to decide which filter is the faster one, taking into account only the model dimensions.

Source: WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL

DOI: 10.37394/23203.2024.19.34

Authors: Athanasios Polyzos, Christos Tsinos, Maria Adam, Nicholas Assimakis

Institutions: National and Kapodistrian University of Athens, University of Thessaly

Language: English

Topic: Target Tracking and Data Fusion in Sensor Networks

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4404330682

FWCI: 0.304

Cites: 16

Cited by: 2

Related to: 10