Title :
On the complexity and distributed construction of energy-efficient broadcast trees in wireless ad hoc networks
Author :
Ahluwalia, Ashwinder S. ; Modiano, Eytan H.
Author_Institution :
Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
This paper addresses the energy-efficient broadcasting problem in ad hoc wireless networks. First, we show that finding the minimum-energy broadcast tree is NP-complete. We then develop a distributed clustering algorithm that computes energy-efficient broadcast trees in polynomial time. Our distributed algorithm computes all N possible broadcast trees simultaneously, while requiring O(N2) messages to be exchanged between nodes. We compare our algorithm´s performance to the best-known centralized algorithm, and show that it constructs trees consuming, on average, only 18% more energy. We also consider the possibility of having multiple source nodes that can be used to broadcast the message and adapt our algorithm to compute energy-efficient broadcast trees with multiple source nodes. We observe a reduction in the amount of energy needed to form the broadcast tree that is linear in the number of source nodes.
Keywords :
ad hoc networks; communication complexity; distributed algorithms; multicast communication; polynomials; statistical analysis; NP-complete; best-known centralized algorithm; distributed clustering algorithm; energy-efficient broadcast trees; minimum-energy broadcast tree; polynomial time; wireless ad hoc networks; Ad hoc networks; Broadcasting; Clustering algorithms; Cost function; Distributed computing; Energy efficiency; Intelligent networks; Mobile ad hoc networks; Transmitters; Wireless networks; Broadcast; complexity; energy efficiency; wireless networks;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2005.853824