Title :
A comparison of two correlation schemes
Author :
Mickelson, Rodney L. ; Swenson, George W., Jr.
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
fDate :
10/1/1991 12:00:00 AM
Abstract :
Processes involving the cross-correlation of two noisy data streams are frequently encountered in signal processing. The performances of two commonly used correlators, the simple and complex correlators, are examined. The conventional view is that the complex correlator is superior to the simple correlator by a factor of the square root of two in output signal-to-noise ratio (SNR). However, by modifying the simple correlator to utilize all the available information, its performance is improved. The development of the modified correlator is explained, and a computer simulation shows that this modified correlator is approximately equivalent to the complex correlator in noise performance
Keywords :
correlation methods; digital simulation; signal processing; signal processing equipment; complex correlator; computer simulation; cross-correlation; modified correlator; noise performance; noisy data streams; signal processing; signal-to-noise ratio; Additive noise; Band pass filters; Computer simulation; Correlators; Gaussian noise; Nonlinear filters; Passband; Signal to noise ratio; Transfer functions; Working environment noise;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on