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Jitter analysis of real-time services in IEEE 802.15.4 WSNs and wired IP concatenated networks

Jitter analysis of real-time services in IEEE 802.15.4 WSNs and wired IP concatenated networks
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摘要 It is challenging and significant to explore the impacts of non-real-time services on real-time services from the perspective of jitter. Most of current researches on jitter made too many mathematical hypotheses on networks and traffic. This paper puts forward a tandem queuing model to characterize the real communication scenario where heterogeneous services are served by IEEE 802.15.4 wireless sensor networks(WSNs), and then the packets served successfully are fed to Internet protocol(IP) networks. By analyzing the contention access processes in IEEE 802.15.4 WSNs, the authors derive the departure processes of the two types of services, i.e., the arrival processes of IP networks. The IP network is modeled as a queuing system, in which the real-time service is forwarded accompanied by the non-real-time service. Investigating the jitter of real-time services is intractable. Therefore, this paper abstracts this problem as a dynamic queuing system evolving on a dynamic time interval. Referring the transient analysis method(TAM), this paper obtains the queue length in a random time interval which is scaled by the arrival of real-time services. Queue length evolution is closely connected with the jitter. Benefiting from the derivation in probability generation domain, the jitter of real-time services is obtained. It is challenging and significant to explore the impacts of non-real-time services on real-time services from the perspective of jitter. Most of current researches on jitter made too many mathematical hypotheses on networks and traffic. This paper puts forward a tandem queuing model to characterize the real communication scenario where heterogeneous services are served by IEEE 802.15.4 wireless sensor networks(WSNs), and then the packets served successfully are fed to Internet protocol(IP) networks. By analyzing the contention access processes in IEEE 802.15.4 WSNs, the authors derive the departure processes of the two types of services, i.e., the arrival processes of IP networks. The IP network is modeled as a queuing system, in which the real-time service is forwarded accompanied by the non-real-time service. Investigating the jitter of real-time services is intractable. Therefore, this paper abstracts this problem as a dynamic queuing system evolving on a dynamic time interval. Referring the transient analysis method(TAM), this paper obtains the queue length in a random time interval which is scaled by the arrival of real-time services. Queue length evolution is closely connected with the jitter. Benefiting from the derivation in probability generation domain, the jitter of real-time services is obtained.
出处 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2016年第4期1-8,共8页 中国邮电高校学报(英文版)
基金 supported by the Jilin Provincial Science and Technology Department of China(20130413052GH)
关键词 jitter heterogeneous M2M services transient analysis IEEE 802.15.4 WSNs IP networks jitter heterogeneous M2M services transient analysis IEEE 802.15.4 WSNs IP networks
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  • 3Shrestha B,Hossain E,Choi K W.A Markov decision process (MDP) based congestion aware medium access strategy for IEEE 802.15.4 [C]//GLOBECOM IEEE Global Telecommunications Conference.Houston: Institute of Electrical and Electronics Engineers Inc,2011: 1-5.
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