Title :
Application-Oriented Flow Control for Wireless Sensor Networks
Author :
Jin, Jiong ; Wang, Wei-Hua ; Palaniswami, Marimuthu
Author_Institution :
Melbourne Univ., Melbourne
Abstract :
This paper addresses flow control and resource allocation problem for heterogeneous wireless sensor networks which consist of diverse sensor types and applications. The performance of these applications, either elastic data collecting or real-time monitoring, is modelled as a utility function of the sensor source rate. The traditional optimal flow control approach, which requires the utility function to be strictly concave, is no longer applicable because of realtime applications involved. Therefore, we propose a new utility-based flow control framework that is able to allocate the resources (wireless channel usage and sensor node energy) efficiently and guarantee the application performance in a utility proportional or max-min fair manner. Furthermore, the optimization and convergence of the algorithm is examined in the paper as well.
Keywords :
channel allocation; resource allocation; telecommunication congestion control; wireless sensor networks; application-oriented flow control; resource allocation problem; sensor source rate; utility function; wireless sensor network; Acoustic sensors; Bandwidth; Cameras; Intelligent sensors; Monitoring; Optimal control; Proportional control; Resource management; Sensor phenomena and characterization; Wireless sensor networks;
Conference_Titel :
Networking and Services, 2007. ICNS. Third International Conference on
Conference_Location :
Athens
Print_ISBN :
978-0-7695-2858-9
DOI :
10.1109/ICNS.2007.37