… orthogonal, hence the name orthogonal AMP (OAMP). Intuitively, such orthogonality partially
… IID Gaussian, partial orthogonal and some illconditioned ones for which AMP does not work …

… Recently, we proposed an orthogonal approximate message passing (OAMP) algorithm, …
AMP may perform poorly or even diverge [28]–[30]. To handle this difficulty, an orthogonal AMP (…

… the connection of OAMP and AMP in [23], explicitly emphasizing the orthogonality in AMP. …
impact of orthogonality in OAMP and other AMP-type algorithms. Specifically, orthogonality …

… Orthogonal AMP (OAMP) was recently developed to avoid the need for computing the so-called
Onsager term in traditional AMP … Whereas the extension of traditional AMP algorithms to …

… We propose an MMV form of the orthogonal approximate … with existing alternatives,
including AMP-MMV and GTurbo-… derive an MMV form of orthogonal AMP (OAMP-MMV) below. …

… -based orthogonal AMP (IB-OAMP) technique that avoids the requirements of AMP (and
also the original form of OAMP) on differentiable and separable denoisers. The orthogonality in …

… of AMP can be asymptotically characterized by a simple scaler recursion called state evolution
(SE). SE analysis shows that AMP … In this paper, we propose an orthogonal AMP (OAMP) …

… optimal orthogonal/vector AMP … orthogonal/vector AMP. The convergence of the state
evolution recursions for Bayes-optimal LM-MP implies that for Bayes-optimal orthogonal/vector AMP…

… [11], AMP is proven to be Bayes optimal [12], [13]. However, AMP is only valid for independent
identical distribution (IID) matrices A. This severely limits the application of AMP in more …

… To solve this issue, orthogonal/vector AMP (OAMP/VAMP) was proposed for … AMP and
BO-OAMP/VAMP, this paper offers a memory AMP (MAMP) framework based on the orthogonality …