44 citations · 46 across the 3 of their papers we have counts for
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cs.IT2022★ 2 cited
One-bit mmWave MIMO Channel Estimation using Deep Generative Networks
Akash Doshi, Jeffrey G. Andrews
As future wireless systems trend towards higher carrier frequencies and large antenna arrays, receivers with one-bit analog-to-digital converters (ADCs) are being explored owing to…
cs.IT2021★ 44 cited
A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing
Akash Doshi, Srinivas Yerramalli, Lorenzo Ferrari +2
The increasing number of wireless devices operating in unlicensed spectrum motivates the development of intelligent adaptive approaches to spectrum access. We consider decentralize…