The generalized WAX decomposition validity conjecture
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.
Sources & referencesView supporting material
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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