Title :
Joint optimal Tx-Rx design for multiple target identification problem
Author :
Pillai, S. Unnikrishna ; Guerci, Joseph R. ; Pillai, S. Radhakrishnan
Author_Institution :
Polytech. Univ., Brooklyn, NY, USA
Abstract :
A design methodology for jointly optimizing the transmit waveform and receiver filter for multiple target identification is presented. The methodology is applied and illustrated for various multi- ´target´ ID problems. The resulting probability of correct classification is significantly better than that achieved by a conventional chirp or any other waveform. Unlike the classical radar case, the choice of transmit pulse shape can be critically important for the identification of extended targets in presence of additive channel noise.
Keywords :
noise; optimisation; radar detection; radar receivers; radar transmitters; signal classification; SINR; additive channel noise; correct classification probability; extended targets identification; joint optimal Tx-Rx design; multiple target identification; receiver filter; target detection; transmit pulse shape; transmit waveform filter; Additive noise; Interference; Jamming; Layout; Multi-stage noise shaping; Object detection; Radar clutter; Shape; Signal to noise ratio; Transmitters;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2002
Print_ISBN :
0-7803-7551-3
DOI :
10.1109/SAM.2002.1191101