Experimental Analysis of Practically Efficient Algorithms for Bounded-Hop Accumulation in Ad-Hoc Wireless Networks

  • Authors:
  • Andrea E. F. Clementi;Miriam Di Ianni;Angelo Monti;Gianluca Rossi;Riccardo Silvestri

  • Affiliations:
  • Università degli Studi di Roma "Tor Vergata";Università degli Studi di Roma "Tor Vergata";Università degli Studi di Roma "La Sapienza";Università degli Studi di Roma "Tor Vergata";Università degli Studi di Roma "La Sapienza"

  • Venue:
  • IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 12 - Volume 13
  • Year:
  • 2005

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Abstract

The paper studies the problem of computing a minimal energy-cost range assignment in an ad-hoc wireless network which allows a set S of stations located in the 2-dimensional Euclidean space to perform accumulation (all-to-one) operations towards some root station b in at most h hops (2-Dim Min h-Accumulation Range Assignment problem). We experimentally investigate the behavior of fast and easy-to-implement heuristics for the 2-Dim Min h-Accumulation Range Assignment problem on instances obtained by choosing at random n points in a square of side length L. We compare the performance of an easy-to-implement, very fast heuristic with those of three simple heuristics based on classical greedy algorithms (Prim's and Kruskal's ones) defined for the Minimum Spanning Tree problem. The comparison is carried out over thousands of random instances in several different situations depending on: the distribution of the stations in the plane, their density, the energy cost function.