面向5G和未来网络的高效双卡感知资源调度程序

Arun Raj Rajendran, K. Keshav, Mohanraja Balasubramaniam
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引用次数: 4

摘要

5G(第五代)无线技术引入了网络提供服务的设计方式的范式转变。与主要侧重于实现高数据速率的4G(第四代)不同,5G网络有望支持[5]中所述的各种用例。为了在分配的频谱容量下更有效地支持这些业务,最重要的挑战是设计一种优化的物理资源调度算法,使资源利用率最大化,资源浪费最小化。目前广泛使用的资源调度算法,如比例公平(PF)和轮询(RR),都是针对单个SIM(用户身份模块)移动电话(也称为用户设备)有效工作而设计的。然而,大量用户已经在使用支持双卡双待功能的终端,而且数量还在不断增加。因此,仅为支持5G中定义的其他用例而增强这些算法不足以解决资源浪费问题。由于5G网络主要设计用于向单SIM (SS) ue提供服务,因此上述算法以类似于SS ue的方式将资源分配给DSDS ue,尽管DSDS ue可能由于双SIM卡操作的性质而无法利用这些资源。由于网络不知道双SIM卡的操作,它会继续分配资源,导致大量的资源浪费。为了克服这个问题,我们提出了一种新的网络资源调度程序,称为DANS DANS (Dual SIM Aware network scheduler),它修改了传统的PF和RR算法以提高其性能。提出的DANS检测所有DSDS ue与网络的主动通信中断,并将分配给这些DSDS ue的资源减少到可以忽略不计的水平,直到中断期间。在DSDS ue的情况下,这种中断是指由于另一个SIM使用通信硬件而导致一个SIM的主动通信中断。我们在NS-3设置中模拟了DANS,并将其性能与使用传统PF和RR算法的调度程序进行了比较。
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Efficient and Dual SIM Aware Resource Scheduler for 5G and Future Networks
5G (Fifth Generation) wireless technology introduced a paradigm shift in the way networks are designed to provide services. Unlike 4G (Fourth Generation) which is primarily focusing on achieving high data rates, 5G networks are expected to support varying uses cases as captured in [5]. In order to support these services more efficiently with the allotted spectrum capacity, the most important challenge is to design an optimal physical resource scheduling algorithms which maximizes resource utilization and minimizes resource wastage. The widely used resource scheduling algorithms like Proportional Fair (PF) and Round Robin (RR) are designed to work effectively only for single SIM (Subscriber Identity Module) mobile phones also referred as UE (User Equipment). However, large population is already using UEs that support DSDS (Dual SIM Dual Standby) feature and numbers are increasing. Hence, enhancing these algorithms only to support additional use cases defined in 5G would not suffice to solve the problem of resource wastage. As the 5G network is primarily designed to provide services to Single SIM (SS) UEs, the above mentioned algorithms allocates resources to DSDS UEs in a similar fashion to SS UEs even though DSDS UEs may not be utilizing these resources due to the nature of dual SIM operation. As the network is not aware of dual SIM operation, it continues to allocate resources leading to lot of resource wastage. To overcome this stated problem, we propose a novel network resource scheduler called DANS DANS (Dual SIM Aware Network Scheduler) which modifies the conventional PF and RR algorithms to enhance their performance. The proposed DANS detect the outage in the active communication of all DSDS UEs with network and reduce resource allocation to such DSDS UEs to negligible levels till the duration of outage. In case of DSDS UEs, this outage refers to interruption in active communication of one SIM due to usage of communication hardware by other SIM. We simulated DANS in NS-3 setup and its performance is compared with schedulers with uses conventional PF and RR algorithms.
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