Abstract
In this article, we investigate the performance of wireless-powered communication (WPC) systems operating under the harvest-then-transmit protocol with a three-piecewise nonlinear energy harvesting (EH) model, which explicitly captures the sensitivity and saturation behavior of practical EH circuits. In parallel, we adopt a versatile fading characterization by assuming Nakagami-m channels in the EH phase and generalized Gamma channels in the information transfer phase, the latter being of practical interest as it unifies several standard fading distributions and accurately approximates fading environments in next-generation networks. Based on this setting, we develop a novel analytical framework that yields, for the first time, exact analytical expressions for the average throughput in the delay-limited, delay-tolerant, and quality-of-service (QoS) delay-constrained transmission modes. We then apply the developed framework to study the throughput of WPC-enabled reconfigurable intelligent surface-assisted systems as a direct application example. We conduct extensive Monte Carlo simulations under various system configurations to confirm the accuracy of the analytical results. Our results show that nonlinear EH effects yield a more realistic benchmark for the average throughput compared with the conventional linear EH model, particularly under stringent sensitivity and saturation constraints.
| Original language | English |
|---|---|
| Pages (from-to) | 24962-24974 |
| Number of pages | 13 |
| Journal | IEEE Internet of Things Journal |
| Volume | 13 |
| Issue number | 11 |
| DOIs | |
| Publication status | Published - 1 Jun 2026 |
Keywords
- Green wireless networks
- nonlinear energy harvesting (EH)
- reconfigurable intelligent surface (RIS)
- throughput
- wireless power transfer (WPT)
- wireless-powered communications (WPCs)
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