移動(dòng)蜂窩網(wǎng)絡(luò)中D2D通信資源分配方法研究
發(fā)布時(shí)間：2018-08-30 20:31
【摘要】：隨著互聯(lián)網(wǎng)、云計(jì)算等網(wǎng)絡(luò)技術(shù)的發(fā)展,人們對(duì)于蜂窩移動(dòng)通信的業(yè)務(wù)需求不斷增長(zhǎng),推動(dòng)了未來移動(dòng)通信的發(fā)展從最初簡(jiǎn)單的語音通話朝著多樣化的方向發(fā)展。特別是在最近幾年的互聯(lián)網(wǎng)發(fā)展情況下,智能電腦和手機(jī)等大量電子產(chǎn)品涌入市場(chǎng)之后,社交網(wǎng)絡(luò)、資源共享、本地廣告等服務(wù)逐漸的運(yùn)用使得用戶對(duì)移動(dòng)通信的性能要求越來越高。在這種大環(huán)境下,希望自己能夠隨時(shí)隨地的接入互聯(lián)網(wǎng),并能獲得更加安全并且較高的服務(wù)水平。因此,設(shè)備到設(shè)備(D2D,Device-to-Device)通信技術(shù)應(yīng)運(yùn)而生,近年來該技術(shù)一直是蜂窩移動(dòng)通信領(lǐng)域的一個(gè)重要內(nèi)容。本論文研究了移動(dòng)蜂窩網(wǎng)絡(luò)中D2D通信資源分配算法。論文分為六個(gè)部分,其中第二部分詳細(xì)研究了移動(dòng)蜂窩網(wǎng)絡(luò)中D2D通信技術(shù),分別研究了LTE/LTE-A蜂窩網(wǎng)絡(luò)和D2D通信。論文的第三、四、五部分提出了三個(gè)資源分配算法,并對(duì)這三個(gè)算法進(jìn)行了研究。首先研究了業(yè)務(wù)速率需求的D2D通信資源分配算法SARA,并與隨機(jī)資源分配算法RANDOM的性能作比較。仿真得出,不管在系統(tǒng)D2D通信滿意度還是系統(tǒng)吞吐量方面,SARA算法的性能明顯優(yōu)于RANDOM算法。然后研究了基于系統(tǒng)容量最大化的資源分配算法CMRA,并與隨機(jī)資源分配算法RANDOM算法的性能作比較。仿真得出,不管在系統(tǒng)總?cè)萘窟�是所有蜂窩用戶的容量損失方面,SARA算法的性能明顯優(yōu)于RANDOM算法。最后研究了基于系統(tǒng)容量和公平性的D2D通信資源分配算法CFRA,并與第四章的CMRA算法的性能作比較。仿真得出,在系統(tǒng)總?cè)萘糠矫?特別是移動(dòng)用戶非均勻分布場(chǎng)景下,CFRA算法劣于CMRA算法;在公平性參數(shù)方面,特別是移動(dòng)用戶非均勻分布場(chǎng)景下,CFRA算法遠(yuǎn)優(yōu)于CMRA算法。因此,相對(duì)于CMRA算法,CFRA算法更適合應(yīng)用于移動(dòng)用戶非均勻分布的場(chǎng)景。
[Abstract]:With the development of Internet, cloud computing and other network technologies, the demand for cellular mobile communication is increasing, which promotes the development of mobile communication from the original simple voice call to a diversified direction. Especially with the development of the Internet in recent years, after a large number of electronic products, such as smart computers and mobile phones, poured into the market, social networks and resources were shared. The use of services such as local advertising makes users more and more demanding the performance of mobile communication. In this environment, I hope to be able to access the Internet anytime, anywhere, and can obtain a more secure and high level of service. As a result, D2DU device / to-Device (D2DU) communication technology has emerged as the times require, and has been an important part of cellular mobile communication in recent years. In this paper, D2D communication resource allocation algorithm in mobile cellular networks is studied. The thesis is divided into six parts. In the second part, the D2D communication technology in mobile cellular network is studied in detail, and the LTE/LTE-A cellular network and D2D communication are studied respectively. In the third, fourth and fifth parts, three resource allocation algorithms are proposed and studied. Firstly, the D2D communication resource allocation algorithm (SARA,) based on traffic rate requirement is studied and compared with the random resource allocation algorithm (RANDOM). Simulation results show that the performance of Sara algorithm is better than that of RANDOM algorithm in terms of system D2D communication satisfaction and system throughput. Then the resource allocation algorithm (CMRA,) based on system capacity maximization is studied and compared with the random resource allocation algorithm (RANDOM). Simulation results show that the performance of Sara algorithm is obviously superior to that of RANDOM algorithm in terms of the total capacity of the system and the capacity loss of all cellular users. Finally, the D2D communication resource allocation algorithm CFRA, based on system capacity and fairness is studied and compared with the CMRA algorithm in Chapter 4. The simulation results show that the CMRA algorithm is inferior to the CMRA algorithm in the total capacity of the system, especially in the case of non-uniform distribution of mobile users, and the algorithm is much better than the CMRA algorithm in fairness parameters, especially in the non-uniform distributed scenario of mobile users. Therefore, compared with CMRA algorithm, it is more suitable for mobile users with non-uniform distribution.
【學(xué)位授予單位】：南京郵電大學(xué)
【學(xué)位級(jí)別】：碩士
【學(xué)位授予年份】：2017
【分類號(hào)】：TN929.5
[Abstract]:With the development of Internet, cloud computing and other network technologies, the demand for cellular mobile communication is increasing, which promotes the development of mobile communication from the original simple voice call to a diversified direction. Especially with the development of the Internet in recent years, after a large number of electronic products, such as smart computers and mobile phones, poured into the market, social networks and resources were shared. The use of services such as local advertising makes users more and more demanding the performance of mobile communication. In this environment, I hope to be able to access the Internet anytime, anywhere, and can obtain a more secure and high level of service. As a result, D2DU device / to-Device (D2DU) communication technology has emerged as the times require, and has been an important part of cellular mobile communication in recent years. In this paper, D2D communication resource allocation algorithm in mobile cellular networks is studied. The thesis is divided into six parts. In the second part, the D2D communication technology in mobile cellular network is studied in detail, and the LTE/LTE-A cellular network and D2D communication are studied respectively. In the third, fourth and fifth parts, three resource allocation algorithms are proposed and studied. Firstly, the D2D communication resource allocation algorithm (SARA,) based on traffic rate requirement is studied and compared with the random resource allocation algorithm (RANDOM). Simulation results show that the performance of Sara algorithm is better than that of RANDOM algorithm in terms of system D2D communication satisfaction and system throughput. Then the resource allocation algorithm (CMRA,) based on system capacity maximization is studied and compared with the random resource allocation algorithm (RANDOM). Simulation results show that the performance of Sara algorithm is obviously superior to that of RANDOM algorithm in terms of the total capacity of the system and the capacity loss of all cellular users. Finally, the D2D communication resource allocation algorithm CFRA, based on system capacity and fairness is studied and compared with the CMRA algorithm in Chapter 4. The simulation results show that the CMRA algorithm is inferior to the CMRA algorithm in the total capacity of the system, especially in the case of non-uniform distribution of mobile users, and the algorithm is much better than the CMRA algorithm in fairness parameters, especially in the non-uniform distributed scenario of mobile users. Therefore, compared with CMRA algorithm, it is more suitable for mobile users with non-uniform distribution.
【學(xué)位授予單位】：南京郵電大學(xué)
【學(xué)位級(jí)別】：碩士
【學(xué)位授予年份】：2017
【分類號(hào)】：TN929.5
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