Title :
Optimal Resource Allocation for Transmitting Network Information and Data in Wireless Networks
Author :
Hong, Jun ; Li, Victor O K
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Hong Kong, Hong Kong, China
Abstract :
The capacity of wireless networks is greatly affected by the available information on network states, such as network topology, channel state, and traffic information. Previous research has estimated the capacity of wireless networks by assuming that each node in the network can obtain precise network information. However, in reality, precise network information may not be readily available, and it may require a large amount of bandwidth resource to maintain accurate network information, thus reducing the net data rate. In this paper, we study the tradeoff between network performance improvement and the communication overhead of transmitting network information. To do so, we first determine the resource required to transmit network information reliably. A channel model is presented for the transmission of network information packets, and the network protocols are modeled as coding schemes. An information-theoretic method is used to obtain the lower bound on the resource required to maintain accurate network information. We use the result to find the optimal allocation of resource between network information transmission and data transmission so as to maximize the net data rate. The model can also be used to derive the upper bound on wireless network performance for topology-transparent algorithms.
Keywords :
channel capacity; data communication; information theory; protocols; radio networks; resource allocation; telecommunication network topology; channel model; channel state; communication overhead; information-theoretic method; network data transmission; network information packets; network information transmission; network performance improvement; network protocols; network topology; optimal resource allocation; topology-transparent algorithms; traffic information; wireless networks; Bandwidth; Data communication; Maintenance; Network topology; Protocols; Resource management; Telecommunication network reliability; Telecommunication traffic; Upper bound; Wireless networks;
Conference_Titel :
Communications (ICC), 2010 IEEE International Conference on
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-6402-9
DOI :
10.1109/ICC.2010.5501860