Abstract
A random geometric graph, \(G(n,r)\), is formed by choosing n points independently and uniformly at random in a unit square; two points are connected by a straight-line edge if they are at Euclidean distance at most r. For a given constant k, we show that \(n^{\frac{-k}{2k-2}}\) is a distance threshold function for \(G(n,r)\) to have a connected subgraph on k points. Based on that, we show that \(n^{-2/3}\) is a distance threshold function for \(G(n,r)\) to be plane, and \(n^{-5/8}\) is a distance threshold function for \(G(n,r)\) to be planar.
Research supported by NSERC.
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References
Alon, N., Spencer, J.H.: The Probabilistic Method, 3rd edn. Wiley, New York (2007)
Appel, M.J.B., Russo, R.P.: The connectivity of a graph on uniform points on \([0,1]^d\). Stat. Prob. Lett. 60(4), 351–357 (2002)
Balister, P., Sarkar, A., Bollobás, B.: Percolation, connectivity, coverage and colouring of random geometric graphs. In: Bollobás, B., Kozma, R., Miklós, D. (eds.) Handbook of Large-Scale Random Networks, pp. 117–142. Springer, Heidelberg (2008)
Bollobás, B.: Random Graphs. Cambridge University Press, Cambridge (2001)
Bollobás, B., Thomason, A.: Threshold functions. Combinatorica 7(1), 35–38 (1987)
Bourgain, J., Kalai, G.: Threshold intervals under group symmetries. Convex Geom. Anal. MSRI Publ. 34, 59–63 (1998)
Bradonjić, M., Perkins, W.: On sharp thresholds in random geometric graphs. In: Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques, APPROX/RANDOM, pp. 500–514 (2014)
Erdös, P., Rényi, A.: On the evolution of random graphs. Publ. Math. Inst. Hungar. Acad. Sci. 5, 17–61 (1960)
Friedgut, E., Kalai, G.: Every monotone graph property has a sharp threshold. Proc. Am. Math. Soc. 124(10), 2993–3002 (1996)
Gilbert, E.: Random graphs. Ann. Math. Stat. 30(4), 1141–1144 (1959)
Gilbert, E.: Random plane networks. J. Soc. Ind. Appl. Math. 9(4), 533–543 (1961)
Godehardt, E., Jaworski, J.: On the connectivity of a random interval graph. Random Struct. Algorithms 9(1–2), 137–161 (1996)
Goel, A., Rai, S., Krishnamachari, B.: Sharp thresholds for monotone properties in random geometric graphs. In: Proceedings of STOC, pp. 580–586. ACM (2004)
Gupta, P., Kumar, P.R.: Critical power for asymptotic connectivity in wireless networks. In: McEneaney, W.M., George Yin, G., Zhang, Q. (eds.) Stochastic Analysis, Control, Optimization and Applications, pp. 547–566. Springer, New York (1998)
Hall, P.: On the coverage of \( k \)-dimensional space by \( k \)-dimensional spheres. Ann. Prob. 13(3), 991–1002 (1985)
Janson, S.: Random coverings in several dimensions. Acta Mathematica 156(1), 83–118 (1986)
Krishnamachari, B., Wicker, S.B., Béjar, R., Pearlman, M.: Critical density thresholds in distributed wireless networks. In: Bhargava, V.K., Vincent Poor, H., Tarokh, V., Yoon, S. (eds.) Communications, Information and Network Security, vol. 712, pp. 279–296. Springer, USA (2002)
Mccolm, G.L.: Threshold functions for random graphs on a line segment. Comb. Prob. Comput. 13, 373–387 (2001)
Panchapakesan, P., Manjunath, D.: On the transmission range in dense ad hoc radio networks. In: Proceedings of IEEE Signal Processing Communication (SPCOM) (2001)
Penrose, M.D.: The longest edge of the random minimal spanning tree. Ann. Appl. Prob. 7(2), 340–361 (1997)
Penrose, M.D.: On \(k\)-connectivity for a geometric random graph. Random Struct. Algorithms 15(2), 145–164 (1999)
Penrose, M.D.: Random geometric graphs, vol. 5. Oxford University Press, Oxford (2003)
Spencer, J.H.: Ten Lectures on the Probabilistic Method, vol. 52. SIAM, Philadelphia (1987)
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Biniaz, A., Kranakis, E., Maheshwari, A., Smid, M. (2015). Plane and Planarity Thresholds for Random Geometric Graphs. In: Bose, P., Gąsieniec, L., Römer, K., Wattenhofer, R. (eds) Algorithms for Sensor Systems. ALGOSENSORS 2015. Lecture Notes in Computer Science(), vol 9536. Springer, Cham. https://doi.org/10.1007/978-3-319-28472-9_1
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