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Absolute and Asymptotic Bounds for Online Frequency Allocation in Cellular Networks

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Abstract

Given a cellular (mobile telephone) network, whose geographical coverage area is divided into hexagonal cells, phone calls are serviced by assigning frequencies to them so that no two calls emanating from the same or neighboring cells are assigned the same frequency. Assuming an online arrival of calls, the goal is to minimize the span of frequencies used to serve all of the calls.

By first considering χ-colorable networks, which is a generalization of the (3-colorable) cellular networks, we present a (χ+1)/2-competitive online algorithm. This algorithm, when applied to cellular networks, is effectively a positive solution to the open problem posed in (Caragiannis et al. in Theory Comput. Syst. 35(5):521–543, 2002) Does a 2-competitive online algorithm exist for frequency allocation in cellular networks? We further prove a matching lower bound, which shows that our 2-competitive algorithm is optimal.

We discover that an interesting phenomenon occurs for the online frequency allocation problem when the number of calls considered becomes large: previously-derived optimal bounds on competitive ratios no longer hold true. For cellular networks, we show a new asymptotic lower and upper bounds of 1.5 and 1.9126, respectively, which breaks through the optimal bound of 2 shown above.

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Authors and Affiliations

  1. Department of Computer Science, King’s College London, Strand, London, WC2R 2LS, UK

    Joseph Wun-Tat Chan

  2. Department of Computer Science, The University of Hong Kong, Pokfulam Road, Hong Kong, Hong Kong

    Francis Y. L. Chin & Yong Zhang

  3. College of Computer Science, Zhejiang University, Hangzhou, 310027, China

    Deshi Ye

Authors
  1. Joseph Wun-Tat Chan
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  2. Francis Y. L. Chin
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  3. Deshi Ye
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  4. Yong Zhang
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Corresponding author

Correspondence to Joseph Wun-Tat Chan.

Additional information

F.Y.L. Chin was supported in parts by Hong Kong RGC Research Grant HKU 7113/07E. D. Ye was supported in parts by grant NSFC (10601048). Y. Zhang was supported in parts by National Natural Science Fund (grant no. 60496321).

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Chan, J.WT., Chin, F.Y.L., Ye, D. et al. Absolute and Asymptotic Bounds for Online Frequency Allocation in Cellular Networks. Algorithmica 58, 498–515 (2010). https://doi.org/10.1007/s00453-009-9279-2

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  • DOI: https://doi.org/10.1007/s00453-009-9279-2

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