Ikuti
Akash Doshi
Akash Doshi
Senior Engineer, Qualcomm WRD
Email yang diverifikasi di qti.qualcomm.com - Beranda
Judul
Dikutip oleh
Dikutip oleh
Tahun
Massive MIMO Channel Estimation With an Untrained Deep Neural Network
E Balevi, A Doshi, JG Andrews
IEEE Transactions on Wireless Communications 19 (3), 2079-2090, 2020
1822020
High dimensional channel estimation using deep generative networks
E Balevi, A Doshi, A Jalal, A Dimakis, JG Andrews
IEEE Journal on Selected Areas in Communications 39 (1), 18-30, 2020
852020
DeepWiPHY: Deep learning-based receiver design and dataset for IEEE 802.11 ax systems
Y Zhang, A Doshi, R Liston, W Tan, X Zhu, JG Andrews, RW Heath
IEEE Transactions on Wireless Communications 20 (3), 1596-1611, 2020
532020
A deep reinforcement learning framework for contention-based spectrum sharing
A Doshi, S Yerramalli, L Ferrari, T Yoo, JG Andrews
IEEE Journal on Selected Areas in Communications 39 (8), 2526-2540, 2021
392021
Over-the-air design of GAN training for mmWave MIMO channel estimation
AS Doshi, M Gupta, JG Andrews
IEEE Journal on Selected Areas in Information Theory 3 (3), 557-573, 2022
252022
Temperature dependence of FMR and magnetization in nanocrystalline zinc ferrite thin films
BN Sahu, AS Doshi, R Prabhu, N Venkataramani, S Prasad, R Krishnan
AIP Advances 6 (5), 2016
142016
Compressed representation of high dimensional channels using deep generative networks
A Doshi, E Balevi, JG Andrews
2020 IEEE 21st International Workshop on Signal Processing Advances in …, 2020
102020
One-bit mmWave MIMO channel estimation using deep generative networks
A Doshi, JG Andrews
IEEE Wireless Communications Letters 12 (9), 1593-1597, 2023
92023
Transformer-based neural surrogate for link-level path loss prediction from variable-sized maps
TM Hehn, T Orekondy, O Shental, A Behboodi, J Bucheli, A Doshi, ...
GLOBECOM 2023-2023 IEEE Global Communications Conference, 4804-4809, 2023
72023
Deep stock predictions
A Doshi, A Issa, P Sachdeva, S Rafati, S Rakshit
arXiv preprint arXiv:2006.04992, 2020
72020
Distributed proximal policy optimization for contention-based spectrum access
A Doshi, JG Andrews
2021 55th Asilomar Conference on Signals, Systems, and Computers, 340-344, 2021
52021
Combining contention-based spectrum access and adaptive modulation using deep reinforcement learning
A Doshi, JG Andrews
2022 56th Asilomar Conference on Signals, Systems, and Computers, 189-193, 2022
4*2022
Radio DIP-completing radio maps using deep image prior
A Doshi, J Namgoong, T Yoo
GLOBECOM 2023-2023 IEEE Global Communications Conference, 1543-1548, 2023
22023
DeepWiPHY: Synthetic and real-world IEEE 802.11 ax OFDM symbol dataset
Y Zhang, A Doshi, R Liston, W Tan, X Zhu, JG Andrews, RW Heath
IEEE Dataport, 2020
22020
Evaluation of Adaptation Methods for Deep Learning-based Wi-Fi Receivers
W Blount, K Li, A Lotlikar, A Doshi, JG Andrews
2022 IEEE Wireless Communications and Networking Conference (WCNC), 656-661, 2022
12022
Improved data fusion for multi-sensor tracking using a reinforced Viterbi algorithm
R Biswas, AS Doshi, A Bhatta, SRB Pillai
2019 National Conference on Communications (NCC), 1-6, 2019
12019
QUERY-BASED CHANNEL STATE INFORMATION FEEDBACK DECODING FOR CROSS-NODE MACHINE LEARNING
J Namgoong, AS Doshi, T Yoo, H Lee
US Patent App. 18/450,821, 2025
2025
QUERY-BASED CHANNEL STATE INFORMATION FEEDBACK DECODING FOR CROSS-NODE MACHINE LEARNING
J Namgoong, AS Doshi, T Yoo, H Lee
US Patent App. 18/738,268, 2025
2025
Pathloss prediction using a machine learning component
TM Hehn, T Orekondy, A Behboodi, O Shental, T Yoo, J Namgoong, ...
US Patent App. 18/584,572, 2024
2024
Visual Transformers for Cooperative Device-free Object Localization Using mmWave Signals
Z Wang, J Namgoong, T Yoo, W Nam, Y Dai, A Doshi, T Luo
2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall), 1-6, 2024
2024
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