DocumentCode
2281525
Title
Scheduling and power adaptation for networks in the ultra wide band regime
Author
Negi, Rohit ; Rajeswaran, Arjunan
Author_Institution
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
Volume
1
fYear
2004
fDate
29 Nov.-3 Dec. 2004
Firstpage
139
Abstract
The max-min fair scheduling problem in wireless ad hoc networks, in general, is a non-convex optimization problem. However in the limit of infinite bandwidth (W → ∞), the solution reduces to a simple simultaneous transmission (spread spectrum) of all links. Thus, having a very large bandwidth significantly simplifies the problem of scheduling. In This work, the scheduling problem is considered in the UWB regime (W ≫1 but finite), a model for certain practical radios. A quadratic (in 1/W) lower bound to the single link capacity function is developed. This approximation is applied to the general non-convex scheduling problem to obtain a dual problem, which involves a quadratic optimization sub-problem. A search algorithm is devised to find the optimal solution of the quadratic sub-problem. This solution is utilized to iteratively construct the schedule (sub-band sizes) and power allocation, thus optimally solving the UWB max-min fair scheduling problem, to within any desired precision. Simulations on medium sized networks demonstrate the excellent performance of this scheme. Thus, exploiting the UWB nature of the physical layer simplifies the wireless ad-hoc network scheduling problem.
Keywords
access protocols; ad hoc networks; adaptive scheduling; channel capacity; concave programming; minimax techniques; quadratic programming; ultra wideband communication; MAC; UWB networks; cross layer design; max-min fair scheduling problem; network power adaption; nonconvex optimization problem; nonconvex scheduling problem; power allocation; quadratic optimization; single link capacity function; wireless ad hoe networks; Ad hoc networks; Bandwidth; Communication system control; Intelligent networks; Optimal scheduling; Processor scheduling; Ultra wideband technology; Wireless communication; Wireless personal area networks; Wireless sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Telecommunications Conference, 2004. GLOBECOM '04. IEEE
Print_ISBN
0-7803-8794-5
Type
conf
DOI
10.1109/GLOCOM.2004.1377928
Filename
1377928
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