Multi-Objective Joint Optimization Based Mobile Relay Selection Scheme

doi:10.13190/j.jbupt.2016.03.022

JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM ›› 2016, Vol. 39 ›› Issue (3): 120-125.doi: 10.13190/j.jbupt.2016.03.022

• Reports • Previous Articles Next Articles

Multi-Objective Joint Optimization Based Mobile Relay Selection Scheme

ZHAO Ji-hong^1,2, ZHANG Yan-ping², QU Hua¹, XU Xi-guang¹

1. The School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, China;
2. The School of Telecommunication and Information Engineering, Xi'an University of Posts and Telecommunications, Xi'an 710061, China

Received:2015-09-16 Online:2016-06-28 Published:2016-06-27

Abstract

Abstract:

The mobile relay selection problems in multi-hop cellular network are studied. The selection of mobile relay affects such performances as the throughput of the system, spectral efficiency and relay switching probability. In order to improve the throughput and reduce the relay switching probability, the mobile state of the users and the relay nodes in the dynamic scenario was analyzed, then a multi-objective joint optimization based mobile relay selection scheme was proposed. The scheme analyzes two factors which affect the system throughput and the relay switching probability in dynamic scenario. The mobile characteristic of multi-hop cellular network and the state of users' call arrival are taken into full consideration. Simulation shows that the algorithm can improve the users' throughput effectively and reduce the relay switching probability.

Key words: multi-hop cellular network, throughput, relay switching probability, multi-objective joint optimization

CLC Number:

TN925+.1

ZHAO Ji-hong, ZHANG Yan-ping, QU Hua, XU Xi-guang. Multi-Objective Joint Optimization Based Mobile Relay Selection Scheme[J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2016, 39(3): 120-125.

References

[1] Sydir J, Taori R. An evolved cellular system architecture incorporating relay stations[J]. IEEE Communications Magazine, 2009, 47(6):115-121.
[2] 曲桦, 庄雄, 赵季红, 等. 蜂窝网络下设备到设备通信中的联合资源优化[J]. 北京邮电大学学报, 2015, 38(3):112-116. Qu Hua, Zhuang Xiong, Zhao Jihong, et al. Joint resource optimization of equipment to equipment communication in a cellular network[J]. Journal of Beijing University of Posts and Telecommunications, 2015, 38(3):112-116.
[3] Tang Rui, Zhao Jihong, Qu Hua. Joint optimization of channel allocation, link assignment and power control for device-to-device communication underlying cellular network[J]. China Communications, 2015, 12(12):92-100.
[4] Wang L C, Su W S, Huang J H, et al. Optimal relay location in multi-hop cellular systems[C]//WCNC. Las Vegas, NV:IEEE, 2008:1306-1310.
[5] 唐伦, 刘通, 陈前斌, 等. Two-way中继系统协作节点选择及功率分配策略[J]. 电子与信息学报, 2010, 32(9):2077-2082. Tang Lun, Liu Tong, Chen Qianbin, et al. Cooperative node selection and power allocation strategy in two-way relay system[J]. Journal of Electronics & Information Technology, 2010, 32(9):2077-2082.
[6] Zhu Yutao, Zeng Zhimin, Zhang Tianhui, et al. A QoS-aware adaptive access point sleeping in relay cellular networks for energy efficiency[C]//Vehicular Technology Conference (VTC Spring) 2014 IEEE 79^th. Seoul:IEEE, 2015:1-5.
[7] Zhang Hao, Hong Peilin, Xue Kaiping. Mobile-based relay selection schemes for multi-hop cellular networks[J]. Communications and Networks, 2013, 15(1):45-53.
[8] Davies V. A survey of mobility models for Ad hoc network research[J]. Wireless Communication and Mobile Computing (WCMC):Special issue on Mobile Ad Hoc Networking:Research, Trends and Applications, 2002, 2(5):483-502.

[1]	YANG Hua, GENG Xuan, KONG Ning. A MAC Protocol for Wireless Networks Using Dueling-DDQN Algorithm [J]. Journal of Beijing University of Posts and Telecommunications, 2023, 46(3): 25-30.
[2]	WANG Ming-wei, LI Hui-zhen. Multi-Slot Energy Harvesting Wireless Communication over Nakagami-m Channel Fading [J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(4): 54-60.
[3]	GUO Shao-xiong, LIU Yu-tao, Lü Yu-jing, ZHANG Zhong-zhao. Resource Allocation Algorithm for Simultaneous Wireless Information and Power Transfer in Multi-Carrier Cognitive Radio [J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(3): 19-23.
[4]	CHENG Chao, TENG Jun-jie, ZHAO Yan-ling, SONG Mei. Traffic Distribution Algorithm Based on Multi-Agent Reinforcement Learning [J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2019, 42(6): 43-48,57.
[5]	LI Min-zheng, LI Yan-feng. Research on Downlink Energy Efficiency of Multi-Cell Massive Distributed Antenna System [J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2018, 41(6): 26-33.
[6]	TANG Hong-wei, FENG Sheng-zhong, ZHAO Xiao-fang. TOChain: a High-Performance SFC for Virtual Network Security [J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2018, 41(1): 70-80.
[7]	LI Mei-ling, HE Wen-li, DONG Zeng-shou, LU Zhao-ming. Sensor-Based Cooperative Spectrum Sensing with Multiple Antennas over Composite Fading Channels [J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2017, 40(4): 29-34.
[8]	ZHAO Ji-hong, YAN Fei-yu, QU Hua, SONG Ya-lan, XU Xi-guang. Global Optimal Relay Selection Scheme Based on Throughput Prediction [J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2016, 39(2): 35-38,62.
[9]	LI Xu, DONG Meng, LIU Ying, LIU Tian-jiao, LI Si. Performance Modeling and Protocol Parameters Optimization for Centralized Multi-Hop Scheduling Systems [J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2016, 39(2): 108-112.
[10]	JIN Xiao-min, LIU Yuan-an, FAN Wen-hao, WU Fan, ZHANG Hong-guang. Dynamic Path Selection Method for Concurrent Multipath Transfer [J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2015, 38(5): 99-103.
[11]	QU Hua, ZHUANG Xiong, ZHAO Ji-hong, TANG Rui. Joint Resource Allocation for Device-to-Device Communication Underlaying Cellular Networks [J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2015, 38(3): 112-116.
[12]	LI Wen, WANG Wen-bo, JING Xiao-jun, ZHENG Xiang-quan. Analysis of the Effect of Active Multipath Selection on Throughput of Concurrent Multipath Transfer System [J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2014, 37(6): 54-58.
[13]	DUAN Mei-xia, ZHANG Rui. Testing Design for Cross Subnet in Network Throughput [J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2014, 37(4): 79-82,92.
[14]	QU Hua, XU Xi-guang, ZHAO Ji-hong, LI Yi-wei. Collaborative Scheduling Scheme Based on Random Competition for the Edge of LTE-A Relay-Enhanced Cell [J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2014, 37(3): 73-77.
[15]	GAO Ya, QIU Zhi-liang, ZHANG Mao-sen, LI Jun. Randomized Weight Matching Dispatching Scheme for Clos-Network Switches [J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2013, 36(4): 90-94.

Multi-Objective Joint Optimization Based Mobile Relay Selection Scheme

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments