Title :
Robust broadband periodic excitation design
Author :
Simon, Gyula ; Schoukens, Johan
Author_Institution :
Dept. of Meas. & Instrum. Eng., Tech. Univ. Budapest, Hungary
Abstract :
Considers a practical problem arising when inexperienced users misuse the (otherwise well designed) periodic broadband excitation signals during the measurement or signal processing phase of an identification process. Using a fractional period of the excitation signal instead of full periods may affect not only the precision because of the well known leakage effect, but may cause a serious loss of information on the measured system as well. The power of the excitation signal in certain frequency bands may be much lower (30-40 dB) than it would be expected, and thus the measurement in a noisy environment may give poor result. A solution is presented to make periodic broadband (multisine) excitation signals more robust against such misuse. The suggested solution is analyzed, and the theoretical results are verified by practical examples
Keywords :
identification; signal processing; statistical analysis; identification process; inexperienced users; information loss; leakage effect; noisy environment; precision; robust broadband periodic excitation design; Algorithm design and analysis; Frequency measurement; Loss measurement; Robustness; Signal analysis; Signal design; Signal generators; Signal processing; Signal processing algorithms; Signal to noise ratio;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 1999. IMTC/99. Proceedings of the 16th IEEE
Conference_Location :
Venice
Print_ISBN :
0-7803-5276-9
DOI :
10.1109/IMTC.1999.777049