A Multi-Featured Actor-Critic Relay Selection Scheme for Large-Scale Energy Harvesting WSNs

Author(s):  
Tong Wang ◽  
Shiting Wu ◽  
Zhenyong Wang ◽  
Yufei Jiang ◽  
Ting Ma ◽  
...  
IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 36246-36258 ◽  
Author(s):  
Ghulam Shabbir ◽  
Jamil Ahmad ◽  
Waseem Raza ◽  
Yasar Amin ◽  
Adeel Akram ◽  
...  

2017 ◽  
Vol 4 (2) ◽  
pp. 384-392 ◽  
Author(s):  
Hiroki Kawabata ◽  
Koji Ishibashi ◽  
Satyanarayana Vuppala ◽  
Giuseppe T. F. de Abreu

2019 ◽  
Vol 11 (2) ◽  
pp. 47 ◽  
Author(s):  
Xin Song ◽  
Siyang Xu ◽  
Zhigang Xie ◽  
Xiuwei Han

In this paper, we propose a joint power allocation, time switching (TS) factor and relay selection scheme for an energy harvesting two-way relaying communication network (TWRN), where two transceivers exchange information with the help of a wireless-powered relay. By exploiting the TS architecture at the relay node, the relay node needs to use additional time slots for energy transmission, reducing the transmission rate. Thus, we propose a joint resource allocation algorithm to maximize the max-min bidirectional instantaneous information rate. To solve the original non-convex optimization problem, the objective function is decomposed into three sub-problems and solved sequentially. The closed-form solution of the transmit power of two sources and the optimal TS factor can be obtained by the information rate balancing technology and the proposed time allocation scheme, respectively. At last, the optimal relay node can be obtained. Simulation results show that the performance of the proposed algorithm is better than the traditional schemes and power-splitting (PS) scheme.


Sensors ◽  
2020 ◽  
Vol 21 (1) ◽  
pp. 147
Author(s):  
Oussama Messadi ◽  
Aduwati Sali ◽  
Vahid Khodamoradi ◽  
Asem A. Salah ◽  
Gaofeng Pan ◽  
...  

Unlike the fixed power grid cooperative networks, which are mainly based on the reception reliability parameter while choosing the best relay, the wireless-powered cooperative communication network (WPCCN) and in addition to the reception reliability the transmission requirement consideration is important for relay selection schemes. Hence, enabling efficient transmission techniques that address high attenuation of radio frequency (RF) signals according to the distance without increasing the total transmission power is an open issue worth studying. In this relation, a multiantennas power beacon (PB) that assists wireless-powered cooperative communication network (PB-WPCCN) is studied in this paper. The communication between source and destination is achieved with the aid of multiple relays, where both the source and the multiple relays need to harvest energy from the PB in the first place to enable their transmission functionalities. A novel relay selection scheme is proposed, named as two-round relay selection (2-RRS), where a group of relays that successfully decode the source information is selected in the first round selection. In the second round, the optimal relay is selected to forward the recorded information to the destination. The proposed 2-RRS scheme is compared with two existing relay selection schemes, i.e., partial relay selection (PRS) and opportunistic relay selection (ORS). The analytical closed-form expressions of outage probability and average system throughput are derived and validated by numerical simulation. The comparison results between different relay selection schemes show: (I) The superiority of the proposed 2-RRS scheme as it achieves around 17% better throughput compared to the conventional ORS scheme and 40% better than the PRS scheme, particularly when PB transmit power is 10 dB; (II) The proposed 2-RRS scheme guarantees the lowest outage probability, especially when the PB is equipped with multiantennas and performs beamforming technique; (III) The optimal localisation of the PB between the source and N relays depends on the adopted relay selection scheme; (IV) The exhaustive search of the maximum system throughput value shows that the proposed 2-RRS scheme required shorter energy harvesting time compared to other schemes. The increase in energy harvesting time and number of relays do not necessarily reflect positively on the system throughput performance; hence tradeoffs should be taken into consideration.


2018 ◽  
Vol 127 ◽  
pp. 13-19 ◽  
Author(s):  
Li Guo ◽  
Zhiliang Zhu ◽  
Francis C.M. Lau ◽  
Yuli Zhao ◽  
Hai Yu

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