Share Email Print
cover

Proceedings Paper

Estimation of direction of arrival of a moving target using subspace based approaches
Author(s): Ripul Ghosh; Utpal Das; Aparna Akula; Satish Kumar; H. K. Sardana
Format Member Price Non-Member Price
PDF $14.40 $18.00

Paper Abstract

In this work, array processing techniques based on subspace decomposition of signal have been evaluated for estimation of direction of arrival of moving targets using acoustic signatures. Three subspace based approaches – Incoherent Wideband Multiple Signal Classification (IWM), Least Square-Estimation of Signal Parameters via Rotation Invariance Techniques (LS-ESPRIT) and Total Least Square- ESPIRIT (TLS-ESPRIT) are considered. Their performance is compared with conventional time delay estimation (TDE) approaches such as Generalized Cross Correlation (GCC) and Average Square Difference Function (ASDF). Performance evaluation has been conducted on experimentally generated data consisting of acoustic signatures of four different types of civilian vehicles moving in defined geometrical trajectories. Mean absolute error and standard deviation of the DOA estimates w.r.t. ground truth are used as performance evaluation metrics. Lower statistical values of mean error confirm the superiority of subspace based approaches over TDE based techniques. Amongst the compared methods, LS-ESPRIT indicated better performance.

Paper Details

Date Published: 12 May 2016
PDF: 14 pages
Proc. SPIE 9844, Automatic Target Recognition XXVI, 98440R (12 May 2016); doi: 10.1117/12.2223665
Show Author Affiliations
Ripul Ghosh, Academy of Scientific and Innovation Research (India)
Central Scientific Instruments Organisation (India)
Utpal Das, Indian Institute of Engineering Science and Technology Shibpur (India)
Aparna Akula, Academy of Scientific and Innovative Research (India)
Central Scientific Instruments Organisation (India)
Satish Kumar, Central Scientific Instruments Organisation (India)
H. K. Sardana, Academy of Scientific and Innovative Research (India)
Central Scientific Instruments Organisation (India)


Published in SPIE Proceedings Vol. 9844:
Automatic Target Recognition XXVI
Firooz A. Sadjadi; Abhijit Mahalanobis, Editor(s)

© SPIE. Terms of Use
Back to Top