Blind separation is new research direction in modern signal processing field, which has been applied to engineering. There is growing concern on single channel blind separation as frontier of blind separation research. However, in the applications such as image tamering etc, a special single channel alias mode called as permuted alias mode is encountered, which is different from the traditional superposition alias mode. Previous theory and method of single channel blind source separation are difficult to so...