JOURNAL ARTICLE

Exploiting Hybrid SWIPT in Ambient Backscatter Communication-Enabled Relay Networks: Optimize Power Allocation and Time Scheduling

Yuandong ZhuangXi LiHong JiHeli Zhang

Year: 2022 Journal:   IEEE Internet of Things Journal Vol: 9 (24)Pages: 24655-24668   Publisher: Institute of Electrical and Electronics Engineers

Abstract

Ambient backscatter communication (ABC) has become an innovative technique for energy-efficient and short-range communication. In this article, we propose a hybrid simultaneously wireless information and power transfer (SWIPT)-assisted relay transmission scheme to extend the communication range of the ABC mode. That is, SWIPT with time-switching (TS) and power-splitting (PS) approaches is adopted into the relay for harvesting energy and processing information. Moreover, after harvesting energy, all the relays simultaneously transmit data according to power-domain nonorthogonal multiple access (NOMA) technology. Therefore, in the ABC-enabled hybrid SWIPT relay networks with power-domain NOMA, there is a problem of how to maximize the network throughput by allocating available power and time resources. We first formulate an optimization problem to achieve the maximum network throughput by finding the optimal PS ratio of relays as well as the optimal time allocation among users and relays. In order to reduce the computational complexity of the problem, we decompose it into two subproblems: 1) PS ratio optimization and 2) time allocation optimization. For PS ratio optimization, we derive the closed form of the optimal PS ratio for relays by the Lagrange dual theory and subgradient method. For time allocation optimization, the Lagrange dual theory and subgradient method are also adopted to obtain the closed form of the optimal time allocation among users and relays. Then, we propose a joint optimization of the PS ratio and time allocation-based iterative algorithm to solve the problem. Finally, simulation results show that our proposed scheme has an obvious throughput superiority over other two benchmark schemes.

Keywords:
Subgradient method Computer science Relay Maximum power transfer theorem Scheduling (production processes) Mathematical optimization Optimization problem Throughput Wireless Transmitter power output Computer network Power (physics) Channel (broadcasting) Algorithm Telecommunications Mathematics

Metrics

26
Cited By
2.80
FWCI (Field Weighted Citation Impact)
39
Refs
0.89
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Wireless Communication Technologies
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Energy Harvesting in Wireless Networks
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Wireless Communication Security Techniques
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
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