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Design trade-offs for decentralized baseband processing in massive MU-MIMO systems
Kaipeng Li, James McNaney, Chance Tarver, Oscar Castañeda, Charles Jeon, Joseph R Cavallaro, Christoph Studer
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Machine Learning Enhanced Channel Selection for Unlicensed LTE
We propose a mechanism for unlicensed LTE channel selection that not only takes into account interference to and from Wi-Fi access …
Matthew Tonnemacher, Chance Tarver, Joseph Cavallar, Joseph Camp
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Machine Learning Enhanced Channel Selection for Unlicensed LTE
Neural network DPD via backpropagation through a neural network model of the PA
Chance Tarver, Liwen Jiang, Aryan Sefidi, Joseph R Cavallaro
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Opportunistic channel access using reinforcement learning in tiered CBRS networks
The upcoming deployments of devices on the new 3.5 GHz, Citizens Broadband Radio Service (CBRS) is expected to enable innovation by …
Matthew Tonnemacher, Chance Tarver, Vikram Chandrasekhar, Hao Chen, Pengda Huang, Boon Loong Ng, Jianzhong Charlie Zhang, Joseph R Cavallaro, Joseph Camp
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Opportunistic channel access using reinforcement learning in tiered CBRS networks
Digital predistortion with low-precision ADCs
Chance Tarver, Joseph R Cavallaro
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Multi component carrier, sub-band DPD and GNURadio implementation
Chance Tarver, Mahmoud Abdelaziz, Lauri Anttila, Joseph R Cavallaro
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Low-complexity, sub-band dpd with sequential learning: Novel algorithms and warplab implementation
Chance Tarver, Mahmoud Abdelaziz, Lauri Anttila, Mikko Valkama, Joseph R Cavallaro
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Sub-band digital predistortion for noncontiguous transmissions: Algorithm development and real-time prototype implementation
This article proposes a novel, reduced complexity, block-adaptive digital predistortion (DPD) technique for mitigating the spurious …
Mahmoud Abdelaziz, Chance Tarver, Kaipeng Li, Lauri Anttila, Raul Martinez, Mikko Valkama, Joseph R Cavallaro
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