The generalized WAX decomposition validity conjecture
Let be given by the Kronecker construction in the source, with , and let be constructed through the stated generalized algorithm. For each iteration , let be the quotient defined by that algorithm, and let be the iteration at which the dimensions are exhausted. Define
Generalized WAX decomposition validity conjecture. A randomly chosen matrix admits WAX decomposition with probability for the given if
Moreover, in the regime , the first column of , written as , should satisfy the same restrictions as in Proposition 2 of the source. The conjecture is motivated by the proposed generalization of earlier valid constructions. A formal proof for general was not found, although extensive simulations reportedly found no exceptions and produced valid matrices exactly when the stated condition was satisfied.
References
Primary source
Juan Vidal Alegría and Fredrik Rusek, “Trade-Offs in Decentralized Multi-Antenna Architectures: Sparse Combining Modules for WAX Decomposition”, arXiv:2309.04297 (2023).
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