LYCIA Toolbox - Algorithms

Algorithms for source generation

Complex GGD

M. Novey, T. Adali, and A. Roy, "A complex generalized Gaussian distribution- characterization,generation, and estimation," IEEE Trans. Signal Processing, vol. 58, no. 3, part. 1, pp. 1427-1433, March 2010.

Complex Kotz

S. Nadarajah, "The Kotz-type Distribution with Applications," Statistics, vol. 37, no. 4, pp. 341-358, July 2003.

QAM/BPSK

M. Novey and T. Adali, " Complex fixed-point ICA algorithm for separation of QAM sources using Gaussian mixture model," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), Honolulu, Hawaii, April 2007.

ICA algorithms

Second-order ICA algorithms
Fourth-order ICA algorithms
ICA by Maximization of non-Gaussianity
ICA algorithms using general methods: Non-unitary demixing matrix