Title :
Waveform design for sequential MIMO detection
Author :
Grossi, Emanuele ; Lops, Marco
Author_Institution :
DAEIMI, Univ. degli Studi di Cassino, Cassino, Italy
Abstract :
In this paper, a sequential multiple-input, multiple-output detection problem is considered. Minimization of the weighted average of the Kullback-Leibler divergences between the densities of the observations under the two hypotheses (which permits to control the average sample number under the two hypotheses) is pursued when the transmitted energy budget is limited. A closed form expression of the structure of the optimum code matrix is found, and a simple numerical algorithm to find the optimal power allocation is given.
Keywords :
MIMO communication; antenna arrays; receiving antennas; signal detection; transmitting antennas; Kullback-Leibler divergences; closed form expression; energy budget; numerical algorithm; optimal power allocation; receive antennas; sequential MIMO detection; sequential multiple-input multiple-output detection problem; transmit antennas; waveform design; weighted average minimization; Eigenvalues and eigenfunctions; Encoding; MIMO; Receiving antennas; Resource management; Signal to noise ratio; Transmitting antennas;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2010 IEEE
Conference_Location :
Jerusalem
Print_ISBN :
978-1-4244-8978-7
Electronic_ISBN :
1551-2282
DOI :
10.1109/SAM.2010.5606767