Title :
Modem constellation identification: a performance comparison of two methods
Author :
Wood, Sally L. ; Larimore, Michael G. ; Treichler, John R.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Santa Clara Univ., CA, USA
Abstract :
Two algorithms are described for determining the signal constellation quadrature amplitude modulation in use on a (QAM) modulator, one based on Radon transform ideas and the other based on histogramming received signal radius information. The detection performances of the two specific algorithms are compared as a function of the signal-to-disturbance power ratio and the number of samples available. Generally speaking, it is shown that, when the carrier frequency is known with reasonable accuracy, the Radon transform method performs much better than the specific radius- or magnitude-only method tested, in the sense that for the same signal-to-disturbance ratio the former can reliably determine the constellation size and orientation with about one-tenth of the data samples required by the latter. It should be noted, however, that neither of the two algorithms has been optimized, nor have the comparisons taken into account other issues such as the details of particular applications, the relative computational requirements, and the added complexity needed by the Radon transform method to deal with uncertainties in the carrier frequency
Keywords :
amplitude modulation; identification; modems; signal processing; transforms; QAM constellation; Radon transform method; carrier frequency; modem constellation identification; received signal radius information; signal-to-disturbance power ratio; Amplitude modulation; Computer applications; Constellation diagram; Frequency; Modems; Optimization methods; Performance evaluation; Quadrature amplitude modulation; Testing; Uncertainty;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 International Conference on
Conference_Location :
Albuquerque, NM
DOI :
10.1109/ICASSP.1990.115793