WIDEBAND DIRECTION OF ARRIVAL ESTIMATION BASED ON THE PRINCIPAL ANGLE BETWEEN SUBSPACES
Author(s) -
Zhiyu Feng,
Hongshu Liao,
Lu Gan,
Dong Yang,
Rong Hu
Publication year - 2018
Publication title -
progress in electromagnetics research letters
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.245
H-Index - 33
ISSN - 1937-6480
DOI - 10.2528/pierl18060407
Subject(s) - wideband , direction of arrival , linear subspace , estimation , principal (computer security) , angle of arrival , principal component analysis , computer science , mathematics , electronic engineering , telecommunications , engineering , artificial intelligence , geometry , computer security , systems engineering , antenna (radio)
In this paper, we propose a novel method for wideband direction of arrival (DOA) estimation. By calculating the largest principal angle between the signal subspace and the subspace spanned by the augmented array manifold, the proposed method can estimate direction of arrival of wideband signals. Unlike conventional wideband methods, it adopts a new augmented array manifold and constructs the augmented matrix entirely by processing the received signals in frequency domain. It does not require any preliminary DOA estimates or focusing matrices. Simulation results show that the proposed method exhibits satisfactory performance at medium and high signal-to-noise ratio (SNR) conditions in comparison to the existing wideband DOA estimation methods.
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom