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動態(tài)協(xié)同多目標(biāo)能效優(yōu)化策略研究與仿真實(shí)現(xiàn)

發(fā)布時(shí)間:2019-07-04 10:59
【摘要】:隨著信息新技術(shù)的發(fā)展,移動多跳無線網(wǎng)絡(luò)已成為下一代無線網(wǎng)絡(luò)的重要組網(wǎng)方式。移動多跳無線網(wǎng)絡(luò)具有部署快速,組網(wǎng)靈活,接入方便,可擴(kuò)展性強(qiáng)等特點(diǎn)。由于上述特點(diǎn),使移動多跳無線網(wǎng)絡(luò)中技術(shù)得到飛速發(fā)展,隨之帶來網(wǎng)絡(luò)設(shè)備的能耗與日俱增。根據(jù)相關(guān)數(shù)據(jù)表明,通信業(yè)每年消耗200億度以上的電能,耗電總量在各行業(yè)中排名第14,其中一半以上是來自于無線網(wǎng)絡(luò)的能源消耗。如何在動態(tài)移動的時(shí)變網(wǎng)絡(luò)環(huán)境下構(gòu)建高能效的多跳網(wǎng)絡(luò)是其面對的重要問題。因此,研究大幅提高移動多跳無線網(wǎng)絡(luò)能效的傳輸理論與技術(shù)成為當(dāng)前無線通信領(lǐng)域的研究熱點(diǎn)。首先,本文研究了基于博弈論的能效路由算法。高能效路由機(jī)制是降低網(wǎng)絡(luò)能耗的重要手段之一。本算法采用定向天線發(fā)送數(shù)據(jù).研究網(wǎng)絡(luò)在移動多跳網(wǎng)絡(luò)環(huán)境中,利用非合作博弈論思想,建立網(wǎng)絡(luò)的平均能效和網(wǎng)絡(luò)QoS的最佳平衡機(jī)制。構(gòu)建聯(lián)合優(yōu)化策略,來建立一個(gè)高能效的單播路徑,繼而減少網(wǎng)絡(luò)能耗和提高網(wǎng)絡(luò)能效。仿真結(jié)果表明,本文提出的算法能夠明顯的提高網(wǎng)絡(luò)能效。其次,本文研究了協(xié)同多目標(biāo)能效優(yōu)化算法。在傳輸數(shù)據(jù)的信號質(zhì)量不變情況下,采用多目標(biāo)優(yōu)化策略和協(xié)同傳輸技術(shù),降低發(fā)射節(jié)點(diǎn)發(fā)射功率的同時(shí)將路徑中的節(jié)點(diǎn)參與協(xié)同傳輸,來提高網(wǎng)絡(luò)在節(jié)能和能效方面的性能。仿真結(jié)果表明,本文所應(yīng)用的協(xié)同多目標(biāo)傳輸算法能夠降低網(wǎng)絡(luò)能耗,提高整個(gè)網(wǎng)絡(luò)的生存時(shí)間和網(wǎng)絡(luò)的平均能效。最后,本文研究了基于離散粒子群路由傳輸算法。在實(shí)時(shí)數(shù)據(jù)傳輸網(wǎng)絡(luò)中,網(wǎng)絡(luò)的實(shí)時(shí)性尤為重要。本算法利用相互協(xié)作與信息相互共享的原則來建立路由,并且根據(jù)發(fā)送數(shù)據(jù)量的大小實(shí)時(shí)分配所要進(jìn)行傳輸?shù)男诺。仿真結(jié)果表明本文所提的離散粒子群路由傳輸算法能夠明顯降低網(wǎng)絡(luò)能耗,提高整個(gè)網(wǎng)絡(luò)能效并提高整個(gè)網(wǎng)絡(luò)的實(shí)時(shí)性,減少網(wǎng)絡(luò)傳輸時(shí)延。
[Abstract]:With the development of the new information technology, the mobile multi-hop wireless network has become an important networking mode of the next generation of wireless network. The mobile multi-hop wireless network has the characteristics of rapid deployment, flexible networking, convenient access, strong expandability and the like. Due to the characteristics, the technology in the mobile multi-hop wireless network is rapidly developed, and the energy consumption of the network equipment is increased. According to the relevant data, the communication industry consumes more than 2 billion kilowatt of electric energy each year, and the total amount of power consumption is the 14th in each industry, and more than half of them are energy consumption from the wireless network. How to build a high-efficient multi-hop network in a dynamic moving time-varying network environment is an important problem facing it. Therefore, the research on the transmission theory and technology of the energy efficiency of the mobile multi-hop wireless network has become a hot topic in the current wireless communication field. First, this paper studies the energy efficiency routing algorithm based on game theory. The high energy efficiency routing mechanism is one of the important means to reduce network energy consumption. The algorithm uses directional antenna to transmit data. In the mobile multi-hop network environment, the research network uses the idea of non-cooperative game theory to establish the optimal balance mechanism of the average energy efficiency and network QoS of the network. Build a joint optimization strategy to create a high-efficient unicast path, which in turn reduces network energy consumption and improves network energy efficiency. The simulation results show that the proposed algorithm can significantly improve the energy efficiency of the network. Secondly, a cooperative multi-objective energy efficiency optimization algorithm is studied in this paper. Under the condition of unchanged signal quality of the transmission data, the multi-objective optimization strategy and the cooperative transmission technology are adopted to reduce the transmission power of the transmitting node, and the nodes in the path are participating in the cooperative transmission so as to improve the performance of the network in terms of energy conservation and energy efficiency. The simulation results show that the cooperative multi-target transmission algorithm applied in this paper can reduce the network energy consumption, improve the life time of the whole network and the average energy efficiency of the network. In that end, the algorithm of route transmission based on the discrete particle swarm is studied in this paper. In the real-time data transmission network, the real-time performance of the network is very important. The method uses the principle of mutual sharing of the cooperation and the information to establish a route, and allocates the channel to be transmitted in real time according to the size of the transmission data quantity. The simulation results show that the proposed discrete particle swarm routing algorithm can significantly reduce the network energy consumption, improve the energy efficiency of the whole network and improve the real-time performance of the whole network, and reduce the network transmission time delay.
【學(xué)位授予單位】:東北大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2014
【分類號】:TN929.5

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