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Achievable Rate Maximization for Multi-Relay AF Cooperative SWIPT Systems with a Nonlinear EH Model
Yizhi Feng1, Yan Cao1,2
1School of Electronic and Information Engineering, South China University of Technology, Guangzhou 510640, China.
This study optimizes wireless information and power transfer in multi-relay systems by considering nonlinear energy harvesting. The time switching scheme with nonlinear energy harvesting offers significant performance gains compared to linear models.
Area of Science:
- Wireless communication systems
- Cooperative communication
- Simultaneous wireless information and power transfer (SWIPT)
Background:
- Multi-relay amplify-and-forward systems are crucial for extending wireless network coverage.
- Simultaneous wireless information and power transfer (SWIPT) enables energy harvesting at nodes, but receiver nonlinearities impact performance.
- Optimizing resource allocation in SWIPT systems with energy harvesting (EH) constraints is essential for maximizing data rates.
Purpose of the Study:
- To maximize the achievable information rate in multi-relay SWIPT systems considering nonlinear EH circuits.
- To analyze and compare the performance of time switching (TS) and power splitting (PS) schemes under nonlinear EH conditions.
- To derive optimal resource allocation strategies and achievable rates for both TS and PS schemes.
Main Methods:
- Formulation of achievable rate maximization problems as convex and non-convex optimization problems for TS and PS schemes, respectively.
- Development of efficient algorithms to solve the optimization problems and obtain optimal TS/PS ratios and maximum achievable rates.
- Asymptotic analysis of maximum achievable rates at low and high signal-to-noise ratios (SNRs).
Main Results:
- Optimal TS and PS ratios and maximum achievable rates were obtained using efficient algorithms.
- The nonlinear EH model provides significant performance gains for the TS scheme compared to the linear model.
- The PS scheme is more sensitive to relay location and channel variations, while the TS scheme is more sensitive to resource allocation mismatches.
Conclusions:
- The nonlinear EH model significantly enhances the performance of the TS scheme in multi-relay SWIPT systems.
- The choice between TS and PS schemes depends on system sensitivities to location, channel parameters, and resource allocation.
- Efficient algorithms can optimize SWIPT systems with nonlinear EH, leading to improved information rates.
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