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Author

Maryam Ansarifard

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Preprint Sep 2026

Lightweight CFR-Based Modulation Adaptation in a Real-Time MIMO-OFDM SDR Testbed

The results show that compact BS-side CFR descriptors provide more discriminative information than the available scalar BS-side SNR while remaining suitable for lightweight SDR implementation.

Luca Borst, Maryam Ansarifard, Ankith Vinayachandran et al. · 0 citations
#reinforcement learning Preprint Aug 2026

AoI-Guaranteed Dynamic Route Planning for Connected Vehicles

This paper presents a novel dual- factor approach that integrates travel time estimation and radio resource availability into an innovative route-planning scheme for connected vehicles (CVs) and shows that AGDRP outperforms the baseline scheme, which solely focuses on travel time optimization.

Sajedeh Norouzi, Maryam Ansarifard, Farshad Zeinali et al. · 0 citations
Jul 2026

System-Aware Adaptive CSI Feedback via RL-Guided Autoencoder Switching in Multi-User MIMO System

A reinforcement learning (RL)-driven control framework that operates over a bank of pretrained multi-rate AEs, each corresponding to a distinct compression ratio (CR), aiming to dynamically optimize the trade-off between reconstruction fidelity and signaling overhead.

Maryam Ansarifard, M. Sharma, Georgios Exarchakos et al. · 0 citations

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