Criteria for complex sources separation

We consider the problem of sources separation. Two necessary and sufficient conditions involving high-order cumulante are given and proved. Hence, a family of criteria for source separation is obtained. A novel gradient based algorithm is derived in order to optimize the proposed criteria and various computer simulations are presented in order to illustrate the performances of the algorithm.