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Quality of Service based packet scheduling to support video streaming service for Next Generation Wireless Mobile Network

机译:基于服务质量的数据包调度,以支持下一代无线移动网络的视频流服务

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Next generation wireless mobile networks is a vast area of research and has many design issues like throughput, delay, packet loss, etc. which deals with data transmission and packet scheduling techniques. Based on the above issues, we focus on data packet delivery based on priority and fairness with minimum delay and jitter. In this proposed paper, we are dealing with packet scheduling of multimedia and non-multimedia data based on priority. According to the application, real-time data packet should be considered as a higher priority, and non-real-time data packet should be considered as a lower priority. Packet scheduler is a decision-making algorithm that selects or drops the packet based on the network load, packet size, bandwidth, and Packet arrival rate, the deadline of packets, quality of the channel, signal to noise ratio (SNR), and type of traffic. Packet scheduling algorithm is the NP-complete algorithm. It becomes very difficult to handle when all packets are coming in with high packet rate, high packet size, and with low bandwidth. Therefore all the packets may not reach the destination or base station. Some of the packets may be dropped due to these mentioned reasons of network characteristics. Many packets scheduling algorithms are generally used to assurance packet data quality of service and transmission rate in wireless mobile Network. In our proposed work longest waiting time first with the fair scheduler and intelligent buffering techniques are used to enhance the quality of service of packet scheduler in Next Generation Mobile Networks. The priority of longest waiting packets is increased for fair scheduling of packets to avoid starvation. Intelligent or dynamic buffering technique is used to reduce the packet loss or to drop of packets during peak time and weak signals of OFDMA channels. In this technique buffer size is calculated dynamically based on network condition and adjusted as per the evaluated value. For buffer size calculation it takes following parameters into consideration 1) packet arrival rate 2) quality of signal and 3) bandwidth. The suggested packet scheduling algorithm constantly updates the control parameter to follow an effective balance between the Quality of Service of video flooding and the network throughput.
机译:下一代无线移动网络是一个广泛的研究领域,并且具有许多设计问题,例如吞吐量,延迟,数据包丢失等,这些问题涉及数据传输和数据包调度技术。基于以上问题,我们专注于基于优先级和公平性,最小延迟和抖动的数据包传递。在本文中,我们正在处理基于优先级的多媒体和非多媒体数据的分组调度。根据该应用,应将实时数据分组视为较高优先级,而将非实时数据分组视为较低优先级。数据包调度程序是一种决策算法,它根据网络负载,数据包大小,带宽和数据包到达率,数据包的截止时间,信道质量,信噪比(SNR)和类型来选择或丢弃数据包交通。分组调度算法是NP完全算法​​。当所有数据包都以高数据包速率,高数据包大小和低带宽进入时,将变得非常难以处理。因此,所有数据包可能无法到达目的地或基站。由于网络特性的上述原因,某些数据包可能会被丢弃。在无线移动网络中,通常使用许多分组调度算法来保证分组数据的服务质量和传输速率。在我们提出的工作中,首先使用公平调度程序和智能缓冲技术来等待最长的时间,以提高下一代移动网络中分组调度程序的服务质量。为了公平调度数据包以避免饥饿,增加了最长等待数据包的优先级。智能或动态缓冲技术可用于减少峰值时间和OFDMA通道的微弱信号期间的丢包或丢包现象。在这种技术中,缓冲区大小是根据网络状况动态计算的,并根据评估值进行调整。对于缓冲区大小计算,它考虑以下参数:1)数据包到达率2)信号质量和3)带宽。建议的数据包调度算法会不断更新控制参数,以在视频洪泛服务质量和网络吞吐量之间达到有效的平衡。

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