TY - JOUR
T1 - Exploiting close-to-the-sensor multipath reflections using a human-hearing-inspired model
AU - Sen, Satyabrata
AU - Nehorai, Arye
N1 - Funding Information:
Manuscript received June 30, 2008; revised September 28, 2008. First published October 31, 2008; current version published January 30, 2009. This work was supported in part by DARPA by Grant HR0011-07-1-0036, by the Department of Defense under the Air Force Office of Scientific Research MURI Grant FA9550-05-1-0443, and by the ONR by Grant N000140810849. The associate editor coordinating the review of this manuscript and approving it for publication was Prof. Andreas Jakobsson.
PY - 2009
Y1 - 2009
N2 - We propose a simple three-dimensional (3-D) direction-finding system that exploits multipath reflections close to the sensors to improve performance by increasing the effective array aperture. Such close-range multipath reflections can originate, for example, from parts of the platform on which the sensor is mounted. Our system is inspired by the human auditory system where multipath reflections from the external ear (pinna) enable 3-D direction finding. To demonstrate the advantage of exploiting multipath reflections, we consider a simple example of a passive system with only one sensor and two nearby reflectors. First, we present a parametric measurement model and then compute the asymptotic Cramér-Rao bound on the 3-D direction estimates for a stochastic source signal of unknown parametrized spectrum. We provide a few numerical examples to illustrate our analytical results. We find that for this example additional reflectors and a wider source spectrum can achieve better direction estimates.
AB - We propose a simple three-dimensional (3-D) direction-finding system that exploits multipath reflections close to the sensors to improve performance by increasing the effective array aperture. Such close-range multipath reflections can originate, for example, from parts of the platform on which the sensor is mounted. Our system is inspired by the human auditory system where multipath reflections from the external ear (pinna) enable 3-D direction finding. To demonstrate the advantage of exploiting multipath reflections, we consider a simple example of a passive system with only one sensor and two nearby reflectors. First, we present a parametric measurement model and then compute the asymptotic Cramér-Rao bound on the 3-D direction estimates for a stochastic source signal of unknown parametrized spectrum. We provide a few numerical examples to illustrate our analytical results. We find that for this example additional reflectors and a wider source spectrum can achieve better direction estimates.
KW - 3-D direction finding
KW - Biologically inspired
KW - Human hearing analysis
KW - Multipath exploitation
UR - https://www.scopus.com/pages/publications/60549091586
U2 - 10.1109/TSP.2008.2008257
DO - 10.1109/TSP.2008.2008257
M3 - Article
AN - SCOPUS:60549091586
SN - 1053-587X
VL - 57
SP - 803
EP - 808
JO - IEEE Transactions on Signal Processing
JF - IEEE Transactions on Signal Processing
IS - 2
ER -