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Wireless Expanders

Published: 11 July 2018 Publication History

Abstract

This paper introduces an extended notion of expansion suitable for radio networks. A graph G=(V,E) is said to be an (α_w, β_w) -\em wireless expander if for every subset S \subseteq V s.t. |S|łeq α_w \cdot |V|, there exists a subset S'\subseteq S s.t. there are at least β_w \cdot |S| vertices in V\backslash S that are adjacent in G to exactly one vertex in S' . The main question we ask is the following: to what extent are ordinary expanders also good wireless expanders? We answer this question in a nearly tight manner. On the positive side, we show that any (α, β)-expander with maximum degree Δ and β\geq 1/Δ$ is also a $(α_w, β_w)$ wireless expander with α_w \ge α$ and β_w = Ømega(β / łog (2 \cdot \min\Δ / β, Δ \cdot β\ ))$. Thus the wireless expansion can be smaller than the ordinary expansion by at most a factor that is logarithmic in \min\Δ / β, Δ \cdot β\, which, in turn, depends on the average degree rather than the maximum degree of the graph. In particular, for low arboricity graphs (such as planar graphs), the wireless expansion matches the ordinary expansion up to a constant factor. We complement this positive result by presenting an explicit construction of a "bad'' (α, β) -expander for which the wireless expansion is β_w = O(β / łog (2 \cdot \min\Δ / β, Δ \cdot β\ ) . We also analyze the theoretical properties of wireless expanders and their connection to unique neighbor expanders, and then demonstrate their applicability: Our results (both the positive and the negative) yield improved bounds for the spokesmen election problem that was introduced in the seminal paper of Chlamtac and Weinstein from 1991 to devise efficient broadcasting for multihop radio networks. Our negative result yields a significantly simpler proof than that from the seminal paper of Kushilevitz and Mansour from 1998 for a lower bound on the broadcast time in radio networks.

References

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Noga Alon, Amotz Bar-Noy, Nathan Linial, and David Peleg . 1991. A Lower Bound for Radio Broadcast. J. Comput. Syst. Sci. Vol. 43, 2 (1991), 290--298.
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Noga Alon and Michael R. Capalbo . 2002. Explicit Unique-Neighbor Expanders. In Proc. 43rd FOCS. 73--82.
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Noga Alon, Mohsen Ghaffari, Bernhard Haeupler, and Majid Khabbazian . 2014. Broadcast throughput in radio networks: routing vs. network coding Proceedings of the twenty-fifth annual ACM-SIAM symposium on Discrete algorithms. SIAM, 1831--1843.
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Noga Alon and Joel Spencer . 1992. The Probabilistic Method. John Wiley.
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Shirel Attali, Merav Parter, David Peleg, and Shay Solomon . 2018. Wireless Expanders. CoRR Vol. abs/1802.07177 (2018).
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Reuven Bar-Yehuda, Oded Goldreich, and Alon Itai . 1987. On the Time-Complexity of Broadcast in Radio Networks: An Exponential Gap Between Determinism and Randomization. In Proceedings of the Sixth Annual ACM Symposium on Principles of Distributed Computing, Vancouver, British Columbia, Canada, August 10--12, 1987. 98--108.
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Oren Becker . 2016. Symmetric unique neighbor expanders and good LDPC codes. Discrete Applied Mathematics Vol. 211 (2016), 211--216.
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Imrich Chlamtac . 1991. The wave expansion approach to broadcasting in multihop radio networks. IEEE Transactions on Communications Vol. 39, 3 (1991), 426--433.
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Imrich Chlamtac and Shay Kutten . 1985. On broadcasting in radio networks--problem analysis and protocol design. IEEE Transactions on Communications Vol. 33, 12 (1985), 1240--1246.
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Artur Czumaj and Wojciech Rytter . 2006. Broadcasting algorithms in radio networks with unknown topology. J. Algorithms Vol. 60, 2 (2006), 115--143.
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Shlomo Hoory, Nathan Linial, and Avi Wigderson . 2006. Expander graphs and their applications. Bull. Amer. Math. Soc. Vol. 43, 4 (2006), 439--561.
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Eyal Kushilevitz and Yishay Mansour . 1998. An Ømega (D log(N/D)) lower bound for broadcast in radio networks. SIAM journal on Computing Vol. 27, 3 (1998), 702--712.
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  • (2024)A Spectral Gap-Based Topology Control Algorithm for Wireless Backhaul NetworksFuture Internet10.3390/fi1602004316:2(43)Online publication date: 26-Jan-2024

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cover image ACM Conferences
SPAA '18: Proceedings of the 30th on Symposium on Parallelism in Algorithms and Architectures
July 2018
437 pages
ISBN:9781450357999
DOI:10.1145/3210377
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Publication History

Published: 11 July 2018

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Author Tags

  1. expander
  2. radio broadcast
  3. radio network
  4. unique neighbor expander
  5. wireless network

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  • Research-article

Funding Sources

  • United States ? Israel Binational Science Foundation (BSF)
  • United States National Science Foundation (NSF)
  • The IBM Herman Goldstine Postdoctoral Fellowship.

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SPAA '18
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SPAA '18 Paper Acceptance Rate 36 of 120 submissions, 30%;
Overall Acceptance Rate 447 of 1,461 submissions, 31%

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SPAA '25
37th ACM Symposium on Parallelism in Algorithms and Architectures
July 28 - August 1, 2025
Portland , OR , USA

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  • (2024)A Spectral Gap-Based Topology Control Algorithm for Wireless Backhaul NetworksFuture Internet10.3390/fi1602004316:2(43)Online publication date: 26-Jan-2024

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