Recyclable Connected Dominating Set for Large Scale Dynamic Wireless Networks

Many people studied the Minimum Connected Dominating Set (MCDS) problem to introduce Virtual Backbone (VB) to wireless networks. However, many existing algorithms assume a static wireless network, and when its topology is changed, compute a new CDS all over again. Since wireless networks are highly dynamic due to many reasons, their approaches can be inefficient in practice. Motivated by this observation, we propose Recyclable CDS Algorithm (RCDSA), an efficient VB maintenance algorithm which can handle the activeness of wireless networks. The RCDSA is built on an approximation algorithm CDS-BD-C1 by Kim et. al. [1]. When a node is added to or deleted from current graph, RCDSA recycles current CDS to get a new one. We prove RCDSA's performance ratio is equal to CDS-BD-C1's. In simulation, we compare RCDSA with CDS-BD-C1. Our results show that the average size of CDS by RCDSA is similar with that by CDS-BD-C1 but RCDSA is at least three times faster than CDS-BD-C1 due to its simplicity. Furthermore, at any case, a new CDS by RCDSA highly resembles to its old version than the one by CDS-BD-C1, which means that using RCDSA, a wireless network labors less to maintain its VB when its topology is dynamically changing.

[1]  Donghyun Kim,et al.  Constructing Minimum Connected Dominating Sets with Bounded Diameters in Wireless Networks , 2009, IEEE Transactions on Parallel and Distributed Systems.

[2]  Michael Segal,et al.  A simple improved distributed algorithm for minimum CDS in unit disk graphs , 2005, WiMob'2005), IEEE International Conference on Wireless And Mobile Computing, Networking And Communications, 2005..

[3]  A. Ephremides,et al.  A design concept for reliable mobile radio networks with frequency hopping signaling , 1987, Proceedings of the IEEE.

[4]  Ding-Zhu Du,et al.  Connected Domination in Multihop Ad Hoc Wireless Networks , 2002, JCIS.

[5]  Weili Wu,et al.  Minimum connected dominating sets and maximal independent sets in unit disk graphs , 2006, Theor. Comput. Sci..

[6]  Samir Khuller,et al.  Approximation Algorithms for Connected Dominating Sets , 1996, Algorithmica.

[7]  Weili Wu,et al.  A greedy approximation for minimum connected dominating sets , 2004, Theor. Comput. Sci..