Title :
Polarimetric detection for vector-sensor array in quaternion Gaussian proper noise
Author :
Yikai Wang ; Wei Xia ; Zishu He
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
The passive polarimetric detection problem for vector-sensor array is formulated based on quaternion. The quaternion-formed detectors are deduced and analyzed in the presence of different quaternion proper noise. The properness of quaternion Gaussian noise, especially for the C-proper and Q-proper cases in this paper, is discussed based on the second order statistics (SOS) of the complex components of quaternion noise. Numerical simulations and statistical analysis demonstrate that the C-proper, Q-proper and complex detectors are equivalent in the Q-proper case, and that the Q-proper detector behaves poorer than C-proper and complex detectors in the C-proper case.
Keywords :
Gaussian noise; array signal processing; polarimetry; sensor arrays; signal detection; C-proper; Q-proper; passive polarimetric detection problem; quaternion Gaussian noise; quaternion Gaussian proper noise; quaternion formed detector; quaternion proper noise; second order statistics; vector sensor array; Arrays; Covariance matrices; Detectors; Quaternions; Signal to noise ratio; Vectors; polarimetric detection; proper noise; quaternion; vector-sensor Array;
Conference_Titel :
Image and Signal Processing (CISP), 2013 6th International Congress on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4799-2763-0
DOI :
10.1109/CISP.2013.6745232