Low complexity deep learning augmented wireless channel estimation for pilot-based ofdm on zynq system on chip

A Sharma, SAU Haq, SJ Darak - IEEE Transactions on Circuits …, 2024 - ieeexplore.ieee.org
Channel estimation (CE) is one of the critical signal-processing tasks of the wireless
physical layer (PHY). Recent deep learning (DL) based CE have outperformed statistical …

Deep neural network augmented wireless channel estimation for preamble-based ofdm phy on zynq system on chip

SAU Haq, AK Gizzini, S Shrey, SJ Darak… - … Transactions on Very …, 2023 - ieeexplore.ieee.org
Reliable and fast channel estimation is crucial for next-generation wireless networks
supporting a wide range of vehicular and low-latency services. Recently, deep learning (DL) …

Unleashing the Potential of On-Chip AI-Powered Hyperspectral Hardware Computing—A Tutorial

B Zhao, H Zhang, Y Wang, Y Jiang… - … on Circuits and …, 2023 - ieeexplore.ieee.org
In recent years, hyperspectral image processing has expanded beyond traditional remote
sensing and military applications to include civilian domains like industrial quality control …

Low complexity high speed deep neural network augmented wireless channel estimation

SAU Haq, V Singh, BT Tanaji… - 2024 37th International …, 2024 - ieeexplore.ieee.org
The channel estimation (CE) in wireless receivers is one of the most critical and
computationally complex signal processing operations. Recently, various works have shown …

Reconfigurable Radar Signal Processing Accelerator for Integrated Sensing and Communication System

A Tewari, SS Jha, A Sneh, SJ Darak… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
IEEE 802.11 ad-based integrated sensing and communications (ISAC) have been identified
as a potential solution for enabling next-generation intelligent transportation systems in the …

Deep Neural Network Augmented Wireless Channel Estimation for Preamble-based OFDM PHY on Zynq System on Chip

AK Gizzini, S Shrey, SJ Darak, S Saurabh… - arXiv preprint arXiv …, 2022 - arxiv.org
Reliable and fast channel estimation is crucial for next-generation wireless networks
supporting a wide range of vehicular and low-latency services. Recently, deep learning (DL) …

Low Complexity High Speed Deep Neural Network Augmented Wireless Channel Estimation

V Singh, BT Tanaji, S Darak - arXiv preprint arXiv:2311.08689, 2023 - arxiv.org
The channel estimation (CE) in wireless receivers is one of the most critical and
computationally complex signal processing operations. Recently, various works have shown …

Hardware Software Co-Design Based Reconfigurable Radar Signal Processing Accelerator for Joint Radar-Communication System

SS Jha, A Tewari, SJ Darak, A Sneh… - arXiv preprint arXiv …, 2023 - arxiv.org
Millimeter wave (mmW) codesigned 802.11 ad-based joint radar communication (JRC)
systems have been identified as a potential solution for realizing high bandwidth connected …