About Bumin Kagan Yildirim Bumin Kagan Yildirim Ph.D. Student, Electrical and Computer Engineering artificial intelligence for wireless communication ISAC distributed multimodal ISAC Semantic Communication Projects Related Projects 2026 Generative AI-Based Channel Estimation Framework: CG-CGAN Thu, Aug 6 2026 Research wireless communication Generative artificial intelligence (GenAI) is reshaping wireless communications by moving beyond data-driven modeling to directly generating multiple components of the channel. This is especially important for millimeter wave (mmWave) massive MIMO (mMIMO) systems, where high-dimensional channels, low signal-to-noise ratio (SNR), and hybrid architectures make channel estimation difficult. Traditional compressed sensing (CS) and deep learning (DL) approaches are either too computationally heavy or not accurate enough. Our research introduces a generative learning framework that leverages user
Generative AI-Based Channel Estimation Framework: CG-CGAN Thu, Aug 6 2026 Research wireless communication Generative artificial intelligence (GenAI) is reshaping wireless communications by moving beyond data-driven modeling to directly generating multiple components of the channel. This is especially important for millimeter wave (mmWave) massive MIMO (mMIMO) systems, where high-dimensional channels, low signal-to-noise ratio (SNR), and hybrid architectures make channel estimation difficult. Traditional compressed sensing (CS) and deep learning (DL) approaches are either too computationally heavy or not accurate enough. Our research introduces a generative learning framework that leverages user
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