Title :
A Polynomial-Time Approximation Algorithm for Weighted Sum-Rate Maximization in UWB Networks
Author :
Kim, Gyouhwan ; Li, Qiao ; Negi, Rohit
Author_Institution :
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA
Abstract :
Scheduling in an ad hoc wireless network suffers from the non-convexity of the cost function, caused by the interference between communication links. In previous optimization theoretic analysis, the weighted sum-rate maximization (WSRM) which inherits the non-convexity has been identified as a core problem of the hard scheduling problem. In this paper, we propose a polynomial-time approximation algorithm with guaranteed accuracy for WSRM under an Ultra- wide band (UWB) assumption. The algorithm is obtained by an appropriate adaptation of the ´shifting´ strategy (a well- known approximation technique for some geometric problems) for the wireless broadcast environment. The worst case accuracy and complexity of the algorithm are analyzed by utilizing the quadratic link rate function derived in previous research, under the assumption of a large bandwidth, as is typical in UWB networks. The average case performance of the algorithm is investigated by simulations on random ad hoc networks.
Keywords :
ad hoc networks; computational complexity; optimisation; polynomial approximation; radiofrequency interference; scheduling; ultra wideband communication; ad hoc wireless network scheduling; communication link interference; polynomial-time approximation algorithm; ultra wideband network; weighted sum-rate maximization; Ad hoc networks; Algorithm design and analysis; Approximation algorithms; Bandwidth; Broadcasting; Cost function; Interference; Polynomials; Ultra wideband technology; Wireless networks;
Conference_Titel :
Communications, 2008. ICC '08. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2075-9
Electronic_ISBN :
978-1-4244-2075-9
DOI :
10.1109/ICC.2008.709