Abstract
In this paper, we implement transmitter-oriented dual mode simultaneous wireless information and power transfer (SWIPT) system in which two types (single/multi-tone) of communication mode are adopted to achieve the benefit of each communication mode. Duty-cycling operation is introduced for low-power consuming IoT devices to be self-powered. We propose a mixed-time scale based adaptive mode switching (MS) algorithm, in which a transmitter updates the MS threshold in long-term scale with deep recurrent neural networks (RNN) while deciding communication mode in short-term scale. The proposed algorithm enables the realization of battery-free IoT network.
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