《電子技術(shù)應(yīng)用》
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面向配電網(wǎng)的5G異構(gòu)網(wǎng)絡(luò)部署策略
2022年電子技術(shù)應(yīng)用第3期
張 平1,邱 超1,張琳娟1,鄭 征1,樊 冰2,辛亞楠2
1.國(guó)網(wǎng)河南省電力公司經(jīng)濟(jì)技術(shù)研究院,河南 鄭州450000; 2.華北電力大學(xué) 新能源電力系統(tǒng)國(guó)家重點(diǎn)實(shí)驗(yàn)室,北京102206
摘要: 隨著能源互聯(lián)網(wǎng)的發(fā)展與“雙碳”能源發(fā)展目標(biāo)的提出,配電網(wǎng)將產(chǎn)生一批新興業(yè)務(wù)用以監(jiān)測(cè)和控制網(wǎng)絡(luò)運(yùn)行情況。為適應(yīng)配電網(wǎng)業(yè)務(wù)通信新需求,提出一種考慮終端重要性的宏微基站聯(lián)合部署策略。該策略考慮終端業(yè)務(wù)承載狀況,基于業(yè)務(wù)重要度來(lái)量化配電網(wǎng)中終端重要性,并以終端重要性作為權(quán)重,以加權(quán)信干噪比、部署成本與終端覆蓋重疊度作為優(yōu)化目標(biāo),采用遺傳算法實(shí)現(xiàn)5G宏基站與微基站的聯(lián)合部署。仿真驗(yàn)證表明,該部署策略在加權(quán)信干噪比與部署成本上均優(yōu)于對(duì)比算法,可有效提高配電網(wǎng)中5G網(wǎng)絡(luò)的部署效益。
中圖分類號(hào): TN929.53;TP393
文獻(xiàn)標(biāo)識(shí)碼: A
DOI:10.16157/j.issn.0258-7998.212496
中文引用格式: 張平,邱超,張琳娟,等. 面向配電網(wǎng)的5G異構(gòu)網(wǎng)絡(luò)部署策略[J].電子技術(shù)應(yīng)用,2022,48(3):13-17.
英文引用格式: Zhang Ping,Qiu Chao,Zhang Linjuan,et al. A 5G heterogeneous network deployment strategy for power distribution network[J]. Application of Electronic Technique,2022,48(3):13-17.
A 5G heterogeneous network deployment strategy for power distribution network
Zhang Ping1,Qiu Chao1,Zhang Linjuan1,Zheng Zheng1,F(xiàn)an Bing2,Xin Yanan2
1.State Grid Henan Electric Power Company Economic Research Institute,Zhengzhou 450000,China; 2.State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University,Beijing 102206,China
Abstract: With the development of the Energy Internet and the “dual-carbon” goal, a batch of new services will bloom to monitor and control the operation of power distribution network. To adapt to the developing demands of power distribution network, a terminal importance-based base-station deployment strategy(TI-BSDS) is proposed. The strategy takes into account the terminal service carrying status, quantifies the importance of the terminal in the distribution network based on the importance of the service, and taking importance of the terminal as weight, using the weighted signal-to-interference and noise ratio, deployment cost and terminal overlap coverage as the optimization target, adopts genetic algorithm to realize the deployment of 5G macro base stations and micro base stations. Simulation results show that TI-BSDS is superior to the comparison algorithms in terms of weighted signal-to-noise ratio and deployment cost, and TI-BSDS can effectively improve the deployment benefit of 5G networks in power distribution networks.
Key words : power distribution network;5G network deployment;macro and micro collaboration;terminal importance

0 引言

    隨著能源互聯(lián)網(wǎng)的發(fā)展與“雙碳”目標(biāo)的提出,配電網(wǎng)將產(chǎn)生一批新興業(yè)務(wù),已有業(yè)務(wù)的通信需求及分布特征也將發(fā)生變化。5G通信技術(shù)具有大帶寬、低時(shí)延和廣連接的突出優(yōu)勢(shì)[1],與能源互聯(lián)網(wǎng)發(fā)展戰(zhàn)略、配電網(wǎng)業(yè)務(wù)需求高度吻合,是支撐配電網(wǎng)通信的最佳選擇。

    5G宏基站覆蓋范圍小于3G/4G基站,需要通過(guò)部署微基站實(shí)現(xiàn)網(wǎng)絡(luò)覆蓋[2-4]。已有基站部署策略研究中,大多采用遺傳算法[5-6]、免疫算法[7-9]、貪婪算法[10]等算法進(jìn)行基站部署策略優(yōu)化求解。上述研究忽略了終端的多樣性,還未實(shí)現(xiàn)多種基站聯(lián)合部署。

    為滿足配電網(wǎng)業(yè)務(wù)通信未來(lái)需求,本文提出一種考慮終端重要性的宏微基站聯(lián)合部署策略(Terminal Importance-based Base Station Deployment Strategy,TI-BSDS)。該策略基于配電網(wǎng)業(yè)務(wù)對(duì)通信指標(biāo)的需求程度求解各業(yè)務(wù)重要度,然后基于配電終端承載業(yè)務(wù)情況得到配電終端重要度,最后以覆蓋重疊度、部署成本、終端加權(quán)信干噪比為優(yōu)化目標(biāo),采用遺傳算法求解部署方案,實(shí)現(xiàn)終端全覆蓋,提高重要配電終端的通信服務(wù)質(zhì)量。




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作者信息:

張  平1,邱  超1,張琳娟1,鄭  征1,樊  冰2,辛亞楠2

(1.國(guó)網(wǎng)河南省電力公司經(jīng)濟(jì)技術(shù)研究院,河南 鄭州450000;

2.華北電力大學(xué) 新能源電力系統(tǒng)國(guó)家重點(diǎn)實(shí)驗(yàn)室,北京102206)




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