A research of resource allocation algorithm in multi-media heterogeneous cognitive OFDM system

Dawei Sun, B. Zheng, Jingwu Cui, Sulan Tang
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引用次数: 4

Abstract

Future cognitive radio broadband wireless networks are expected to support a variety of communication services with diverse quality-of-service (QoS) requirements. Multimedia applications such as broadband voice transmission and real-time video streaming are very delay-sensitive and need guaranteed throughput. On the other hand, applications like file transfer and email services are relatively delay tolerant so variable-rate transmission is acceptable. This paper is different from most existing work on adaptive resource allocation. In this paper, we investigate the resource allocation problem in a heterogeneous cognitive multi-user OFDM system with both delay-sensitive (DS) and delay-tolerant (DT) services. To cope with this heterogeneous problem we combine the rate adaptive (RA) and margin adaptive (MA) principle. The purpose is to maximize the total rate of all DT services while maintaining guaranteed throughput of DS services under the constraint of primary user in cognitive radio network (CRN). For DS users a low complexity bit allocation algorithm based on geometric progression is proposed and for DT users a linear water-filling algorithm is used. Numerical results are executed to evaluate the performance of the proposed algorithms in terms of service outage probability, achievable transmission rate for DT users.
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多媒体异构认知OFDM系统中的资源分配算法研究
未来的认知无线电宽带无线网络有望支持具有不同服务质量(QoS)要求的各种通信业务。宽带语音传输和实时视频流等多媒体应用对延迟非常敏感,需要保证吞吐量。另一方面,像文件传输和电子邮件服务这样的应用程序相对来说是可以容忍延迟的,所以可变速率传输是可以接受的。这篇论文不同于大多数已有的关于资源适应性分配的研究。本文研究了具有延迟敏感(DS)和延迟容忍(DT)服务的异构认知多用户OFDM系统中的资源分配问题。为了解决这一异构问题,我们将速率自适应(RA)和边际自适应(MA)原理结合起来。认知无线网络(CRN)的目的是在主用户约束下,在保证DS业务吞吐量的同时,使所有DT业务的总速率最大化。针对DS用户提出了一种基于几何级数的低复杂度比特分配算法,针对DT用户提出了一种线性注水算法。从业务中断概率、DT用户可实现的传输速率等方面对所提算法的性能进行了数值评价。
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