基于DCCP的多媒體流實(shí)時(shí)控制算法研究
發(fā)布時(shí)間:2018-10-22 19:40
【摘要】:實(shí)時(shí)多媒體流的傳輸不僅需要解決傳統(tǒng)Internet固有的網(wǎng)絡(luò)擁塞問(wèn)題,而且需要滿(mǎn)足其實(shí)時(shí)性要求,因此,解決實(shí)時(shí)多媒體流的傳輸問(wèn)題具有較高的理論意義和工程實(shí)踐意義。本文在研究多媒體流理論和網(wǎng)絡(luò)擁塞控制的基礎(chǔ)上,首先,研究了TCP/AQM系統(tǒng)的數(shù)學(xué)模型,提出了基于TCP/AQM系統(tǒng)模型的H∞PI控制算法;其次,在類(lèi)TCP擁塞控制機(jī)制上提出了一種基于類(lèi)TCP窗口的比例控制器。最后,為了實(shí)現(xiàn)多媒體流的實(shí)時(shí)傳輸,提出了基于卡爾曼濾波的類(lèi)TCP窗口實(shí)時(shí)控制算法。主要工作如下:(1)為了提高AQM算法在動(dòng)態(tài)網(wǎng)絡(luò)環(huán)境中的魯棒穩(wěn)定性,將H∞控制引入TCP/AQM系統(tǒng)模型,對(duì)AQM算法進(jìn)行改進(jìn)。在研究經(jīng)典流體理論的動(dòng)態(tài)TCP網(wǎng)絡(luò)模型的基礎(chǔ)上,經(jīng)過(guò)數(shù)學(xué)推導(dǎo),得到TCP/AQM閉環(huán)傳遞函數(shù),并建立H∞PI控制器數(shù)學(xué)模型。利用Pade近似將TCP/AQM系統(tǒng)模型轉(zhuǎn)換為可被H∞PI控制器作用的被控對(duì)象。在獲取具有H∞性能的PI控制器后,采用LMI方法對(duì)PI控制器參數(shù)進(jìn)行了整定。仿真結(jié)果表明,該算法使系統(tǒng)具有較好的穩(wěn)定性和網(wǎng)絡(luò)效率。(2)為了在源端能獲取網(wǎng)絡(luò)狀況,提出了基于比例控制器的類(lèi)TCP窗口模型,該模型通過(guò)計(jì)算往返時(shí)延RTT和緩沖隊(duì)列的長(zhǎng)度,實(shí)時(shí)調(diào)整發(fā)送窗口大小。首先,提出一個(gè)有n條DCCP連接的單瓶頸鏈路的網(wǎng)絡(luò)模型,計(jì)算瓶頸路由器中的在v時(shí)刻的瞬時(shí)緩沖隊(duì)列長(zhǎng)度q,并將得到的隊(duì)列長(zhǎng)度q作為輸入變量和反饋因子ki聯(lián)合構(gòu)造發(fā)送速率的比例控制器;其次,由RTT和發(fā)送速率比例控制器計(jì)算類(lèi)TCP窗口大小。數(shù)學(xué)分析驗(yàn)證了所提窗口模型能保證系統(tǒng)穩(wěn)定性和公平性。(3)為滿(mǎn)足多媒體流傳輸?shù)膶?shí)時(shí)性要求,提出了一種基于卡爾曼濾波算法的類(lèi)TCP窗口模型。首先,采用卡爾曼濾波算法對(duì)基于比例控制器的類(lèi)TCP窗口進(jìn)行近似逼近。然后,通過(guò)獲取類(lèi)TCP窗口模型的當(dāng)前窗口狀態(tài)測(cè)量值xk,結(jié)合x(chóng)k和上一時(shí)刻對(duì)窗口的預(yù)測(cè)值xk進(jìn)行校正,得到估計(jì)誤差協(xié)方差Pk+1。最后,通過(guò)對(duì)類(lèi)TCP的窗口值進(jìn)行預(yù)測(cè)-校正實(shí)現(xiàn)多媒體流傳輸?shù)膶?shí)時(shí)性控制。仿真實(shí)驗(yàn)驗(yàn)證了所提算法具有比TFRC機(jī)制更好的實(shí)時(shí)穩(wěn)定性。
[Abstract]:The transmission of real-time multimedia stream not only needs to solve the problem of network congestion inherent in traditional Internet, but also needs to meet its real-time requirements. Therefore, it is of high theoretical and engineering significance to solve the transmission problem of real-time multimedia stream. Based on the research of multimedia flow theory and network congestion control, firstly, the mathematical model of TCP/AQM system is studied, and the H 鈭,
本文編號(hào):2288117
[Abstract]:The transmission of real-time multimedia stream not only needs to solve the problem of network congestion inherent in traditional Internet, but also needs to meet its real-time requirements. Therefore, it is of high theoretical and engineering significance to solve the transmission problem of real-time multimedia stream. Based on the research of multimedia flow theory and network congestion control, firstly, the mathematical model of TCP/AQM system is studied, and the H 鈭,
本文編號(hào):2288117
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