Oblivious Interference Scheduling

被引:44
作者
Fanghaenel, Alexander [1 ]
Kesselheim, Thomas [1 ]
Raecke, Harald
Voecking, Berthold [1 ]
机构
[1] Rhein Westfal TH Aachen, Dept Comp Sci, D-52056 Aachen, Germany
来源
PODC'09: PROCEEDINGS OF THE 2009 ACM SYMPOSIUM ON PRINCIPLES OF DISTRIBUTED COMPUTING | 2009年
关键词
Interference; Physical Model; SINR; Scheduling; Power Control; CAPACITY;
D O I
10.1145/1582716.1582752
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In the interference scheduling problem, one is given a set of n communication requests described by pairs of points from a metric space. The points correspond to devices in a wireless network. In the directed version of the problem, each pair of points consists of a dedicated sending and a dedicated receiving device. In the bidirectional version the devices within a pair shall be able to exchange signals in both directions. In both versions, each pair must be assigned a power level and a color such that the pairs in each color class (representing pairs communicating in the same time slot) can communicate simultaneously at the specified power levels. The feasibility of simultaneous communication within a color class is defined in terms of the Signal to Interference Plus Noise Ratio (SINR,) that compares the strength of a signal at a receiver to the sum of the strengths of other signals. This is commonly referred to as the "physical model" and is the established way of modelling interference in the engineering community. The objective is to minimize the number of colors as this corresponds to the time needed to schedule all requests. We study oblivious power assignments in which the power value of a pair only depends on the distance between the points of this pair. We prove that oblivious power assignments cannot yield approximation ratios better than Omega(n) for the directed version of the problem, which is the worst possible performance guarantee as there is a straightforward algorithm that achieves an O(n)-approximation. For the bidirectional version, however, we can show the existence of a universally good oblivious power assignment: For any set of n bidirectional communication requests, the so-called "square root assignment" admits a coloring with at most polylog(n) times the minimal number of colors. The proof for the existence of this coloring is non-constructive. We complement it by an approximation algorithm for the coloring problem under the square root assignment. This way, we obtain the first polynomial time algorithm with approximation ratio polylog(n) for interference scheduling in the physical model.
引用
收藏
页码:220 / 229
页数:10
相关论文
共 15 条
  • [1] [Anonymous], P ACM MOBIHOC
  • [2] [Anonymous], 1999, SYS CON FDN
  • [3] [Anonymous], P ACM MOBIHOC
  • [4] The distance-2 matching problem and its relationship to the MAC-layer capacity of ad hoc wireless networks
    Balakrishnan, H
    Barrett, CL
    Kumar, VSA
    Marathe, MV
    Thite, S
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2004, 22 (06) : 1069 - 1079
  • [5] Bansal N, 2003, IEEE INFOCOM SER, P1553
  • [6] Chafekar D., 2008, Proceedings of the 27th IEEE International Conference on Computer Communications, P1166
  • [7] FANGHANEL A, 2009, P 36 ICALP IN PRESS
  • [8] Oblivious Network Design
    Gupta, Anupam
    Hajiaghayi, Mohammad T.
    Raecke, Harald
    [J]. PROCEEDINGS OF THE SEVENTHEENTH ANNUAL ACM-SIAM SYMPOSIUM ON DISCRETE ALGORITHMS, 2006, : 970 - +
  • [9] The capacity of wireless networks
    Gupta, P
    Kumar, PR
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2000, 46 (02) : 388 - 404
  • [10] Interference in wireless multi-hop ad-hoc networks and its effect on network capacity
    Hekmat, R
    Van Mieghem, P
    [J]. WIRELESS NETWORKS, 2004, 10 (04) : 389 - 399