跳到主要导航 跳到搜索 跳到主要内容

Ziv-Zakai Bound for Wideband Two-Dimensional DOA Estimation with a Single Source

  • Yizhe Wang*
  • , Qining Feng
  • , Qing Shen
  • , Wei Liu
  • , Hantian Wu
  • *此作品的通讯作者
  • Beijing Institute of Technology
  • North China Institute of Aerospace Engineering
  • Hong Kong Polytechnic University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The Ziv-Zakai bound (ZZB) for two-dimensional (2D) wideband direction-of-arrival (DOA) estimation of a single source under subband model is investigated. The regularity conditions and the minimum error probability for 2-D wideband ZZB are derived first, along with its closed-form expression. In the asymptotic region with high signal-to-noise ratio (SNR), the derived ZZB approaches the Cramér-Rao bound (CRB). In contrast, in the prior performance region with a low SNR, the estimation error is distributed throughout the entire prior parameter space, and thus ZZB depends on the prior covariance matrix. Simulation results indicate that the derived ZZB provides a better performance benchmark than the widely accepted CRB in terms of tightness and effectiveness.

源语言英语
主期刊名2025 IEEE Workshop on Signal Processing Systems, SiPS 2025
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9798331598310
DOI
出版状态已出版 - 2025
已对外发布
活动2025 IEEE Workshop on Signal Processing Systems, SiPS 2025 - Hong Kong, 香港
期限: 1 11月 20254 11月 2025

出版系列

姓名2025 IEEE Workshop on Signal Processing Systems, SiPS 2025

会议

会议2025 IEEE Workshop on Signal Processing Systems, SiPS 2025
国家/地区香港
Hong Kong
时期1/11/254/11/25

指纹

探究 'Ziv-Zakai Bound for Wideband Two-Dimensional DOA Estimation with a Single Source' 的科研主题。它们共同构成独一无二的指纹。

引用此