Signal Processing Algorithms News Today

Dublin, Feb. 02, 2024 (GLOBE NEWSWIRE) -- The

Have you ever wondered how cutting-edge technology is revolutionizing the way we perceive our surroundings? Millimeter wave advanced imaging, at the forefront of this transformation, offers unprecedented insights into a wide range of fields. This technology is capable of improving security, revolutionizing medical diagnostics, and changing how we diagnose. What does it detect and how

Reconfigurable intelligent surface (RIS) is very promising for wireless networks to achieve high energy efficiency, extended coverage, improved capacity, massive connectivity, etc. To unleash the full potentials of RIS-aided communications, acquiring accurate channel state information is crucial, which however is very challenging. For RIS-aided multiple-input and multiple-output (MIMO) communications, the existing channel estimation methods have computational complexity growing rapidly with the ...

Sparse Bayesian learning (SBL) can be implemented with low complexity based on the approximate message passing (AMP) algorithm. However, it does not work well for a generic measurement matrix, which may cause AMP to diverge. Damped AMP has been used for SBL to alleviate the problem at the cost of reducing convergence speed. In this work, we propose a new SBL algorithm based on structured variational inference, leveraging AMP with a unitary transformation (UAMP). Both single measurement vector an...