activity
20232026
most citedSparse Bayesian Generative Modeling for Compressive Sensing

1 citations · 1 across the 7 of their papers we have counts for

collaborators

7 papers

eess.SP2026

On the Optimality of Rate Balancing for Max-Min Fair Multicasting

Sadaf Syed, Wolfgang Utschick, Michael Joham

The max-min fair (MMF) multicasting problem is known to be NP-hard. In this work, we analytically derive the optimal solution to this NP-hard problem and establish the equivalence…

eess.SP2025

Sum-Rate Optimisation of a Multi-User STAR-RIS-Aided System with Low Complexity

Sadaf Syed, Wolfgang Utschick, Michael Joham

Reconfigurable intelligent surface (RIS) is a promising technology for future wireless communication systems. However, the conventional RIS can only reflect the incident signal. He…

stat.ML2024★ 1 cited

Sparse Bayesian Generative Modeling for Compressive Sensing

Benedikt Böck, Sadaf Syed, Wolfgang Utschick

This work addresses the fundamental linear inverse problem in compressive sensing (CS) by introducing a new type of regularizing generative prior. Our proposed method utilizes idea…

eess.SP2024

Bilinear Precoder Based Efficient Rate Splitting Method in FDD Systems

Sadaf Syed, Donia Ben Amor, Michael Joham +1

In this work, we propose a low-cost rate splitting (RS) technique for a multi-user multiple-input single-output (MISO) system operating in frequency division duplex (FDD) mode. The…

eess.SP2024

Low Complexity Rate Splitting Approach in RIS-Aided Systems Based on Channel Statistics

Sadaf Syed, Michael Joham, Wolfgang Utschick

Rate splitting multiple access (RSMA) and reconfigurable intelligent surface (RIS) are two prospective technologies for improving the spectral and energy efficiency in future wirel…

eess.SP2024

Design of a Multi-User RIS-Aided System with Statistical Channel Knowledge

Sadaf Syed, Dominik Semmler, Donia Ben Amor +2

Reconfigurable intelligent surface (RIS) is a promising technology to enhance the spectral and energy efficiency in a wireless communication system. The design of the phase shifts…

eess.SP2023

Design of a Single-User RIS-Aided MISO System Based on Statistical Channel Knowledge

Sadaf Syed, Dominik Semmler, Donia Ben Amor +2

Reconfigurable intelligent surface (RIS) is considered a prospective technology for beyond fifth-generation (5G) networks to improve the spectral and energy efficiency at a low cos…