Finite Queuing Model Analysis for Energy and QoS Tradeoff in Contention-Based Wireless Sensor Networks

In contention-based sensor networks, nodes compete to access a shared channel for data transmission and collision is a common challenge. For power conservation, periodical active/sleep dynamics is adopted in the design of medium access protocol (MAC). At the same time, the quality of service (QoS) requirements (e.g. packet delay, packet loss rate and throughput) need to be satisfied. We develop a finite queuing model for the sensor node and derive the network performance in contention-based sensor networks. Furthermore, the impact of active/sleep dynamics and node buffer size on the tradeoff between power efficiency and QoS requirements is studied based on the model. Simulation results match well with our analysis results and validate the accuracy of our model and approach.

[1]  Ian F. Akyildiz,et al.  Sensor Networks , 2002, Encyclopedia of GIS.

[2]  Jianming Liu,et al.  A framework for performance modeling of wireless sensor networks , 2005, IEEE International Conference on Communications, 2005. ICC 2005. 2005.

[3]  Chih-Yung Chang,et al.  Energy-aware node placement, topology control and MAC scheduling for wireless sensor networks , 2008, Comput. Networks.

[4]  Deborah Estrin,et al.  Medium access control with coordinated adaptive sleeping for wireless sensor networks , 2004, IEEE/ACM Transactions on Networking.

[5]  M. Heusse,et al.  Hidden nodes avoidance in wireless sensor networks , 2005, 2005 International Conference on Wireless Networks, Communications and Mobile Computing.

[6]  Attahiru Sule Alfa,et al.  QoS and energy trade off in distributed energy-limited mesh/relay networks: a queuing analysis , 2006, IEEE Transactions on Parallel and Distributed Systems.

[7]  Michele Garetto,et al.  Modeling the performance of wireless sensor networks , 2004, IEEE INFOCOM 2004.

[8]  Chen-Nee Chuah,et al.  Energy-aware node placement in wireless sensor networks , 2004, IEEE Global Telecommunications Conference, 2004. GLOBECOM '04..

[9]  Suresh Singh,et al.  PAMAS—power aware multi-access protocol with signalling for ad hoc networks , 1998, CCRV.

[10]  Sridhar Radhakrishnan,et al.  PMAC: an adaptive energy-efficient MAC protocol for wireless sensor networks , 2005, 19th IEEE International Parallel and Distributed Processing Symposium.