Doubly stochastic processing on jacket matrices

作者：Hou Jia^*; Lee Moon Ho; Lee Kwangjae

来源：IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences, 2006, E89A(11): 3368-3372.

DOI：10.1093/ietfec/e89-a.11.3368

• doubly stochastic processing
• Hadamard matrices
• unitary decomposition
• orthostochastic

In this letter, we define the generalized doubly stochastic processing via Jacket matrices of order-2(n) and 2n with the integer, n >= 2. Different from the Hadamard factorization scheme, we propose a more general case to obtain a set of doubly stochastic matrices according to decomposition of the fundaments of Jacket matrices. From order-2(n) and order-2n Jacket matrices, we always have the orthostochastoc case, which is the same as that of the Hadamard matrices, if the eigenvalue lambda(1) = 1, the other ones are zeros. In the case of doubly stochastic, the eigenvalues should lead to nonnegative elements in the probability matrix. The results can be applied to stochastic signal processing, pattern analysis and orthogonal designs.

• 出版日期2006-11
• 单位苏州大学