Title :
Waveform Scheduling in Wideband Environments
Author :
Sira, Sandeep P. ; Papandreou-Suppappola, Antonia ; Morrell, Darryl
Author_Institution :
Dept. of Electr. Eng., Arizona State Univ., AZ
Abstract :
The time-variation due to Doppler scaling effects, coupled with scattering due to multipath propagation, can severely limit the performance of wideband systems. In this paper, we examine the dynamic configuration of transmitted waveforms for agile sensing to increase tracking performance in wideband environments. Using wideband frequency modulated waveforms, we present an algorithm for predicting the mean square tracking error and selecting the waveform that minimizes it in a target tracking application with a nonlinear observations model. The algorithm is based on the Cramer-Rao lower bound on the measurement errors that is computed using the wideband ambiguity function. Using simulations, we demonstrate the improved performance provided by scheduling over fixed configurations
Keywords :
electromagnetic wave propagation; electromagnetic wave scattering; mean square error methods; scheduling; target tracking; Cramer-Rao lower bound; Doppler scaling effects; agile sensing; fixed configurations; mean square tracking error; measurement errors; multipath propagation; nonlinear observations model; target tracking application; transmitted waveforms; waveform scheduling; wideband ambiguity function; wideband environments; wideband frequency modulated waveforms; Chirp; Frequency; Narrowband; Radar tracking; Scattering; Sensor systems; Signal processing; Signal processing algorithms; Target tracking; Wideband;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
Print_ISBN :
1-4244-0469-X
DOI :
10.1109/ICASSP.2006.1661477