TY - JOUR
T1 - Biologically inspired coupled antenna array for direction-of-arrival estimation
AU - Akçakaya, Murat
AU - Muravchik, Carlos H.
AU - Nehorai, Arye
N1 - Funding Information:
Manuscript received November 15, 2010; revised March 01, 2011 and June 02, 2011; accepted June 07, 2011. Date of publication June 20, 2011; date of current version September 14, 2011. The associate editor coordinating the review of this manuscript and approving it for publication was Prof. Maria Sab-rina Greco. This work was supported by DARPA Grant HR0011-09-P-0007, the Department of Defense under Air Force Office of Scientific Research MURI Grant FA9550-05-1-0443, ONR Grant N000140810849, and NSF Grant CCF-0963742. The work of C. H. Muravchik was funded also by ANPCyT and CIC, Argentina.
PY - 2011/10
Y1 - 2011/10
N2 - We propose to design a small-size antenna array having high direction-of-arrival (DOA) estimation performance, inspired by the Ormia ochracea's coupled ears. The female Ormia is able to locate male crickets' call accurately, for reproduction purposes, despite the small distance between its ears compared with the incoming wavelength. This phenomenon has been explained by the mechanical coupling between the Ormia's ears, modeled by a pair of differential equations. In this paper, we first solve the differential equations governing the Ormia ochracea's ear response, and convert the response to the prespecified radio frequencies. Using the converted response, we then implement the biologically inspired coupling as a multi-input multi-output filter on a uniform linear antenna array output. We derive the maximum likelihood estimates of source DOAs, and compute the corresponding Cramér-Rao bound on the DOA estimation error as a performance measure. We also consider a circular array configuration and compute the mean-square angular error bound on the three-dimensional localization accuracy. Moreover, we propose an algorithm to optimally choose the biologically inspired coupling for maximum localization performance. We use Monte Carlo numerical examples to demonstrate the advantages of the coupling effect.
AB - We propose to design a small-size antenna array having high direction-of-arrival (DOA) estimation performance, inspired by the Ormia ochracea's coupled ears. The female Ormia is able to locate male crickets' call accurately, for reproduction purposes, despite the small distance between its ears compared with the incoming wavelength. This phenomenon has been explained by the mechanical coupling between the Ormia's ears, modeled by a pair of differential equations. In this paper, we first solve the differential equations governing the Ormia ochracea's ear response, and convert the response to the prespecified radio frequencies. Using the converted response, we then implement the biologically inspired coupling as a multi-input multi-output filter on a uniform linear antenna array output. We derive the maximum likelihood estimates of source DOAs, and compute the corresponding Cramér-Rao bound on the DOA estimation error as a performance measure. We also consider a circular array configuration and compute the mean-square angular error bound on the three-dimensional localization accuracy. Moreover, we propose an algorithm to optimally choose the biologically inspired coupling for maximum localization performance. We use Monte Carlo numerical examples to demonstrate the advantages of the coupling effect.
KW - Array signal processing
KW - biologically inspired sensing
KW - DOA estimation
UR - http://www.scopus.com/inward/record.url?scp=80052894238&partnerID=8YFLogxK
U2 - 10.1109/TSP.2011.2160056
DO - 10.1109/TSP.2011.2160056
M3 - Article
AN - SCOPUS:80052894238
SN - 1053-587X
VL - 59
SP - 4795
EP - 4808
JO - IEEE Transactions on Signal Processing
JF - IEEE Transactions on Signal Processing
IS - 10
M1 - 5893955
ER -