Service Response Time of Elastic Data Traffic in Cognitive Radio Networks

Quality of service (QoS) support over cognitive radio networks (CRNs) is challenging due to the random spectrum availability. Elastic data traffic is a popular service whose service response time is an important QoS parameter. We analyze the mean response time of elastic data traffic service operating over a single channel time-slotted centralized CRN under three main service disciplines, namely, shortest processing time without preemption (SPTNP), shortest processing time with preemption, and shortest remaining processing time, in comparison with the processor sharing (PS) service discipline. It is shown that the SPTNP is a better choice over the PS service discipline when the traffic load is high, and that the preemption reduces the mean response time when the data file size (service time requirement) follows a heavy tailed distribution. The response time analysis can be used for call admission control to ensure service satisfaction.

[1]  Vinod Sharma,et al.  Performance analysis of data and voice connections in a cognitive radio network , 2011, 2011 National Conference on Communications (NCC).

[2]  Hai Jiang,et al.  Voice-Service Capacity Analysis for Cognitive Radio Networks , 2010, IEEE Transactions on Vehicular Technology.

[3]  Wei Song,et al.  Resource Allocation for Conversational, Streaming, and Interactive Services in Cellular/WLAN Interworking , 2007, IEEE GLOBECOM 2007 - IEEE Global Telecommunications Conference.

[4]  P. Naor,et al.  Some Queuing Problems with the Service Station Subject to Breakdown , 1963 .

[5]  Joseph Mitola,et al.  Cognitive radio: making software radios more personal , 1999, IEEE Wirel. Commun..

[6]  Viswanath Ganapathy,et al.  Power allocation schemes for cognitive radios , 2008, 2008 3rd International Conference on Communication Systems Software and Middleware and Workshops (COMSWARE '08).

[7]  Minghong Lin,et al.  The average response time in a heavy-traffic srpt queue , 2010, PERV.

[8]  Alan Cobham,et al.  Priority Assignment in Waiting Line Problems , 1954, Oper. Res..

[9]  Joseph Mitola,et al.  Cognitive Radio An Integrated Agent Architecture for Software Defined Radio , 2000 .

[10]  Amir Ghasemi,et al.  Spectrum sensing in cognitive radio networks: requirements, challenges and design trade-offs , 2008, IEEE Communications Magazine.

[11]  Husheng Li Impact of Primary User Interruptions on Data Traffic in Cognitive Radio Networks: Phantom Jam on Highway , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[12]  Linus Schrage,et al.  The Queue M/G/1 with the Shortest Remaining Processing Time Discipline , 1966, Oper. Res..

[13]  Wei Song,et al.  Multi-service load sharing for resource management in the cellular/WLAN integrated network , 2009, IEEE Transactions on Wireless Communications.

[14]  Wei Song,et al.  Multi-Class Resource Management in a Cellular/WLAN Integrated Network , 2007, 2007 IEEE Wireless Communications and Networking Conference.

[15]  Vijay K. Bhargava,et al.  Cognitive Wireless Communication Networks , 2007 .

[16]  Alexandre Proutière,et al.  Modeling integration of streaming and data traffic , 2004, Perform. Evaluation.

[17]  Donglin Hu,et al.  Streaming Scalable Videos over Multi-Hop Cognitive Radio Networks , 2010, IEEE Transactions on Wireless Communications.

[18]  Capacity Analysis and Call Admission Control in Distributed Cognitive Radio Networks , 2011, IEEE Transactions on Wireless Communications.

[19]  Dong-Ho Cho,et al.  VoIP capacity analysis in cognitive radio system , 2009, IEEE Communications Letters.

[20]  Sofie Pollin,et al.  State of the Art in Opportunistic Spectrum Access Medium Access Control Design , 2008, 2008 3rd International Conference on Cognitive Radio Oriented Wireless Networks and Communications (CrownCom 2008).

[21]  Subodha Gunawardena,et al.  Service Response Time of Elastic Data Traffic in Cognitive Radio Networks , 2013, IEEE J. Sel. Areas Commun..

[22]  Laurent Massoulié,et al.  Bandwidth sharing and admission control for elastic traffic , 2000, Telecommun. Syst..

[23]  Jocelyne Elias,et al.  Joint Spectrum Access and Pricing in Cognitive Radio Networks with Elastic Traffic , 2010, 2010 IEEE International Conference on Communications.

[24]  Karim Mohammed Rezaul,et al.  Web Traffic Analysis Based on EDF Statistics , 2006 .