Title :
Educational Virtual Instrumentation Application for System Identification
Author :
Popa, Mircea ; Ionel, Raul ; Groza, Voicu ; Marcu, Marius
Author_Institution :
Dept. of Comput. & Software Eng., Univ. "Politehnica" Timisoara
Abstract :
The PC based virtual instrumentation is a dynamic and attractive alternative to the classic instrumentation. Its main advantages are: flexibility and adaptability, low cost, wide development of extension PC boards with measurements features, attractive representation of measurement results, in different forms, on the PC´s monitor. The paper presents a system identification application with PC based (virtual) instrumentation. The virtual system is made of an external board, connected to the PC via the USB interface and a software tool, Agilent VEE (Visual Engineering Environment). The presented virtual system can work as a voltmeter, ammeter, signal generator, digital oscilloscope and power supply. The main contribution of the paper is the extension of the application domain of the virtual instrumentation system to system identification. The identification method consists of applying to the system input a binary pseudorandom signal (BPRS) and determining the impulse response of the system as being well approximated by the cross-correlation function between the input signal and the answer of the system. The application is intended for educational purposes but can be used in other areas too
Keywords :
signal processing; virtual instrumentation; Agilent VEE; PC boards; USB interface; ammeter; binary pseudorandom signal; cross-correlation function; digital oscilloscope; educational virtual instrumentation; impulse response; power supply; signal generator; software tool; system identification; visual engineering environment; voltmeter; Ammeters; Application software; Costs; Instruments; Power engineering and energy; Signal processing; Software tools; System identification; Universal Serial Bus; Voltmeters; BPRS signal; cross-correlation function; system identification; virtual instrumentation;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2006. IMTC 2006. Proceedings of the IEEE
Conference_Location :
Sorrento
Print_ISBN :
0-7803-9359-7
Electronic_ISBN :
1091-5281
DOI :
10.1109/IMTC.2006.328215