Content area

Abstract

Accurately estimating the direction of arrival (DOA) of wideband signals with a sensor array is critical in communications, radar, and the Internet of Things. This paper proposes two single-source DOA estimation methods for wideband linear frequency modulation signals: time-delay mixing multiple signal classification (TDM-MUSIC) and enhanced self-mixing MUSIC (ESM-MUSIC). TDM-MUSIC employs time-delay mixing of the received signal to construct an equivalent single-frequency signal model, thereby enhancing estimation accuracy while maintaining reasonable computational efficiency. ESM-MUSIC improves the conventional self-mixing model by adding frequency correction steps, resulting in excellent DOA estimation performance at the expense of computational complexity. Unlike conventional methods that rely on approximate models, our methods establish more accurate equivalent models. A key advantage of our methods is that they allow flexible adjustment of the optimal sensor inter-element spacing in arrays based on the equivalent signal model rather than the actual signal model, simplifying engineering fabrication and reducing mutual coupling between sensors. The paper establishes the Cramér–Rao bounds for both proposed methods and demonstrates their superiority over existing methods through comprehensive numerical simulations. Further, the experiment using a TI-AWR2243 multi-sensor array radar system confirms that our methods are feasible for practical engineering applications.

Details

Title
Single-Source DOA Estimation for Wideband LFM Signal: Time-Delay Mixing and Enhanced Self-Mixing MUSIC Methods
Publication title
Volume
44
Issue
1
Pages
218-238
Publication year
2025
Publication date
Jan 2025
Publisher
Springer Nature B.V.
Place of publication
Cambridge
Country of publication
Netherlands
ISSN
0278081X
e-ISSN
15315878
Source type
Scholarly Journal
Language of publication
English
Document type
Journal Article
Publication history
 
 
Online publication date
2024-09-06
Milestone dates
2024-08-07 (Registration); 2024-01-22 (Received); 2024-08-05 (Accepted); 2024-08-02 (Rev-Recd)
Publication history
 
 
   First posting date
06 Sep 2024
ProQuest document ID
3157279080
Document URL
https://www.proquest.com/scholarly-journals/single-source-doa-estimation-wideband-lfm-signal/docview/3157279080/se-2?accountid=208611
Copyright
Copyright Springer Nature B.V. Jan 2025
Last updated
2025-01-21
Database
ProQuest One Academic