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Akash Doshi
Akash Doshi
Senior Engineer, Qualcomm WRD
Verified email at qti.qualcomm.com - Homepage
Title
Cited by
Cited by
Year
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
1452020
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
572020
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
402020
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
312021
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
82020
Deep stock predictions
A Doshi, A Issa, P Sachdeva, S Rafati, S Rakshit
arXiv preprint arXiv:2006.04992, 2020
52020
One-bit mmWave MIMO Channel Estimation using Deep Generative Networks
A Doshi, JG Andrews
IEEE Wireless Communications Letters, 2023
42023
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
42022
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
42021
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
2*2022
Spectrum sharing with deep reinforcement learning (rl)
AS Doshi, S Yerramalli, L Ferrari, T Yoo
US Patent App. 17/463,053, 2022
22022
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
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
2023
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
2023
A deep learning approach to wireless system design for channel sensing, contention & estimation
AS Doshi
2022
Multi-stage markov decision process (mdp) model for a spectrum sharing system
AS Doshi, S Yerramalli, L Ferrari, T Yoo
US Patent App. 17/478,669, 2022
2022
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
2019
2022 Index IEEE Journal on Selected Areas in Information Theory Vol. 3
MA Abd-Elmagid, A Adler, R Ahmad, V Anantharam, JG Andrews, ...
Adler 98, 112, 0
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