Application of Non-Orthogonal Multiple Access in Wireless Sensor Networks for Smart Agriculture

被引:33
作者
Hu, Zeng [1 ,2 ,3 ,4 ]
Xu, Longqin [1 ,2 ,3 ,4 ]
Cao, Liang [1 ,2 ,3 ,4 ]
Liu, Shuangyin [1 ,2 ,3 ,4 ]
Luo, Zhijie [1 ,2 ,3 ,4 ]
Wang, Jing [5 ]
Li, Xiangli [1 ,2 ,3 ,4 ]
Wang, Lu [1 ,2 ,3 ,4 ]
机构
[1] Zhongkai Univ Agr & Engn, Coll Informat Sci & Technol, Guangzhou 510225, Guangdong, Peoples R China
[2] Zhongkai Univ Agr & Engn, Smart Agr Engn Res Ctr Guangdong Higher Educ Inst, Guangzhou 510225, Guangdong, Peoples R China
[3] Zhongkai Univ Agr & Engn, Guangdong Prov Agr Prod Safety Big Data Engn Tech, Guangzhou 510225, Guangdong, Peoples R China
[4] Zhongkai Univ Agr & Engn, Guangzhou Key Lab Agr Prod Qual & Safety Traceabi, Guangzhou 510225, Guangdong, Peoples R China
[5] Guangzhou Med Univ, Sch Basic Med Sci, Guangzhou 511436, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Smart agriculture; wireless sensor networks; relay; non-orthogonal multiple access; PRECISION AGRICULTURE; NOMA; 5G; CHALLENGES; OPPORTUNITIES; TRANSMISSION; IRRIGATION; THINGS; IOT;
D O I
10.1109/ACCESS.2019.2924917
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Agriculture is one of the main economic industries of a country. Application of information technologies in agriculture, smart agriculture, aims to realize precision control of irrigation, fertilizer, diseases, and insect pests prevention in the growing of crops. For the sake of obtaining the interest data, wireless sensor networks (WSNs) are used to collect the interest data in the farm field and send the obtained data to the servers via wireless communication. Since the WSNs usually operate in the unlicensed spectrum, the available resource elements (REs) are scarce especially when a large number of sensor nodes are deployed in the farm field. To accommodate more sensor nodes and prolong the lifetime of the WSNs in agriculture, relay-aided non-orthogonal multiple access is introduced into the uplink transmission stage of the direct transmission from the sensor nodes to the sink node. Non-orthogonal multiple access (NOMA) can transmit multiple symbols simultaneously on the same RE by splitting them in the power domain and distinguish them according to diverse power levels of different symbols. The average sum data rate and outage probability of the relay-aided NOMA in uplink transmission are theoretically analyzed. The numerical simulation results show that the WSNs with relay-aided NOMA outperforms the traditional OMA scheme in uplink transmission in WSNs in agriculture.
引用
收藏
页码:87582 / 87592
页数:11
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