Abstract

In this paper, we investigate the resource optimization algorithm design in a multicarrier relay system with simultaneous wireless information and power transfer (SWIPT). The relay is capable of harvesting energy from the source's signals by using the power splitting method. The non-ideal energy consumption including both the non-ideal power amplifier and non-ideal circuit power consumption is considered. First, we study the transmission rate maximization problem (TRMP) in an asymmetric decode-and-forward (DF) relay transmission, where the transmission power at the source, the transmission power at the relay, the power splitting ratio, and the transmission time are jointly optimized. The formulated problem is a non-convex problem, and it is generally quite difficult to solve it. By exploiting the structure of the problem, we propose two methods (logarithmic operation on constraints and logarithmic change of variables) to transform it into the corresponding difference of convex (DC) optimization problems. Then, we extend the TRMP to an amplify-and-forward (AF) relay transmission. Furthermore, we propose an effective algorithm to solve the DC optimization problem and prove that the algorithm can converge to a stationary point. Finally, extensive simulations are conducted to verify the performance of the proposed algorithm. The simulation results show that the asymmetric DF relay transmission achieves the highest sum rate and the AF relay transmission achieves a much lower sum rate than both the asymmetric and symmetric DF relay transmissions under different conditions.

Highlights

  • Wireless relay transmission has been widely used in wireless sensor networks, where the relay node helps transmit one node’s information to another

  • To solve the non-convex sum rate maximization problems, we propose two methods to transform them into equivalent difference of convex (DC) optimization problems by exploiting the structure of these problems, and an effective algorithm is designed to solve the DC optimization problems

  • The investigated problem is formulated as a non-convex optimization problem for both the asymmetric DF relay and AF relay transmission, respectively

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Summary

INTRODUCTION

Wireless relay transmission has been widely used in wireless sensor networks, where the relay node helps transmit one node’s information to another. The authors in [6] proposed a bisection search based algorithm for optimal transmission power and time allocation to achieve sum rate maximization in multicarrier relay networks. The authors in [8] investigated the joint power splitting ratio and power allocation problem to achieve sum rate maximization in orthogonal frequency-division multiplexing (OFDM) relay networks, and the Lagrangian dual decomposition method is adopted to propose an efficient algorithm. Inspired by all the mentioned considerations, in this paper we investigate the sum rate maximization problem in SWIPT relay networks with PS scheme by taking into account a more realistic energy consumption model, with the considerations. The integration of the asymmetric DF /the AF relay transmission with the non-ideal power consumption makes the resource optimization problem non-convex and very difficult to solve.

SYSTEM MODEL AND PROBLEM FORMULATION
ENERGY HARVESTING
METHOD 2 WITH LOGARITHMIC CHANGE OF VARIABLES
AF RELAY TRANSMISSION
Problem Transformation
ALGORITHM DESIGN FOR THE
APPROXIMATION FOR AF RELAY TRANSMISSION
ALGORITHM FOR DC OPTIMIZATION PROBLEM
NUMERICAL SIMULATION
CONCLUSION
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