Title :
Optimal dimension reduction for array processing-generalized
Author :
Anderson, Sören ; Nehorai, Arye
Author_Institution :
Ericsson Radio Syst. AB, Stockholm, Sweden
fDate :
8/1/1995 12:00:00 AM
Abstract :
The correspondence extends previously reported work on the possibility of achieving optimality of beamspace (BS) array processing parameter estimators, where use is made of dimensionally reduced data vectors. The optimality is with respect to the best possible element space (ESP) parameter estimation accuracy, i.e., the Cramer-Rao bound, and is valid for multiple parameters per emitter
Keywords :
array signal processing; optimisation; parameter estimation; Cramer-Rao bound; array processing; beamspace array processing parameter estimators; best possible element space parameter estimation accuracy; dimensionally reduced data vectors; multiple parameters; optimal dimension reduction; Antenna arrays; Antenna measurements; Array signal processing; Electrostatic precipitators; Interference; Matrix converters; Sensor arrays; Signal mapping; Signal processing algorithms; Space technology;
Journal_Title :
Signal Processing, IEEE Transactions on