Title :
A frequency domain realization of an optimal partially adaptive sensor array
Author :
Goldstein, J.Scott ; Williams, Douglas B. ; Holder, E. Jeff
Author_Institution :
Rome Lab., US Air Force, Griffiss AFB, NY, USA
Abstract :
This paper extends the recently introduced cross-spectral approach for reducing the degrees of freedom in partially adaptive array processing by considering a frequency domain realization without an eigendecomposition. In space communications, as with all space-segment and airborne sensor processing, size-weight-power platform constraints coupled with the desire or requirement for large element arrays and space-time adaptive processing make fully adaptive array processors unrealizable. We now introduce a method for partially adaptive sensor array processing which exhibits a low computational complexity and obtains the performance of fully adaptive processors
Keywords :
adaptive signal processing; array signal processing; computational complexity; frequency-domain analysis; optimisation; airborne sensor processing; computational complexity; cross-spectral approach; degrees of freedom; frequency domain realization; optimal partially adaptive sensor array; performance; size-weight-power platform constraints; space communications; space-segment sensor processing; space-time adaptive processing; Adaptive arrays; Array signal processing; Computational complexity; Covariance matrix; Discrete cosine transforms; Eigenvalues and eigenfunctions; Frequency domain analysis; Sensor arrays; Signal processing; Space technology;
Conference_Titel :
Military Communications Conference, 1995. MILCOM '95, Conference Record, IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-2489-7
DOI :
10.1109/MILCOM.1995.483538