Energy Efficiency Optimization in Energy Harvesting Two-Hop Half-duplex Relay Systems

To prolong the lifetime of satellites when the energy stored in photovoltaic panels is used up, it may need deploy some energy harvesting (EH) relays in the future mobile satellite communication system. In this paper, considering an average throughput constraint within a given time, we investigate the energy efficiency (EE) optimization problem of the fuel-cell-powered satellite in collaboration with a decode-and-forward (DF) half-duplex EH relay. Paying regard to the non-ideal circuit power in the relay system and the randomness of energy arrivals, the sleep mode of both the satellite and the relay is joined into the power allocation strategy. Firstly, we solve this problem by the dynamic programming (DP) algorithm. Due to the high computational complexity, the DP algorithm is not feasible in real satellite systems. We then propose a heuristic algorithm to achieve the suboptimal solution. Numerical results show that the performance of the heuristic algorithm approaches that of the DP algorithm, which indicates the heuristic algorithm can be an good alternative in practice.

[1]  Khaled Ben Letaief,et al.  Optimal Scheduling and Power Allocation for Two-Hop Energy Harvesting Communication Systems , 2012, IEEE Transactions on Wireless Communications.

[2]  Ying Wang,et al.  Joint relay selection and power allocation for maximum energy efficiency in hybrid satellite-aerial-terrestrial systems , 2016, 2016 IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[3]  Chenyang Yang,et al.  Energy efficiency comparison among direct, one-way and two-way relay transmission , 2012, 2012 IEEE International Conference on Communications (ICC).

[4]  Huaping Liu,et al.  Optimal Power Splitting in Two-Way Decode-and-Forward Relay Networks , 2017, IEEE Communications Letters.

[5]  Jie Xu,et al.  Throughput Optimal Policies for Energy Harvesting Wireless Transmitters with Non-Ideal Circuit Power , 2012, IEEE Journal on Selected Areas in Communications.

[6]  Wuyang Zhou,et al.  Energy efficiency optimization in energy harvesting cooperative relay systems , 2014, 2014 Sixth International Conference on Wireless Communications and Signal Processing (WCSP).

[7]  Zhi Chen,et al.  HAP-assisted LEO satellite downlink transmission: An energy harvesting perspective , 2014, 2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[8]  Yongming Huang,et al.  Performance Analysis of Multi-Antenna Hybrid Satellite-Terrestrial Relay Networks in the Presence of Interference , 2015, IEEE Transactions on Communications.

[9]  Ming Zhao,et al.  Non-renewable energy efficiency optimization in energy harvesting relay-assisted system , 2018, Phys. Commun..

[10]  T. H. Lee,et al.  The Design of CMOS Radio-Frequency Integrated Circuits: OSCILLATORS AND SYNTHESIZERS , 2003 .

[11]  Xiaojiang Du,et al.  A 3-D Energy-Harvesting-Aware Routing Scheme for Space Nanosatellite Networks , 2018, IEEE Internet of Things Journal.

[12]  Thomas H. Lee,et al.  The Design of CMOS Radio-Frequency Integrated Circuits: RF CIRCUITS THROUGH THE AGES , 2003 .