Title :
Network coding with periodic recomputation for minimum energy multicasting in mobile ad-hoc networks
Author :
Kim, Sukwon ; Ho, Tracey ; Effros, Michelle
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA
Abstract :
We consider the problem of minimum-energy multicast using network coding in mobile ad hoc networks (MANETs). The optimal solution can be obtained by solving a linear program every time slot, but it leads to high computational complexity. In this paper, we consider a low-complexity approach, network coding with periodic recomputation, which recomputes an approximate solution at fixed time intervals, and uses this solution during each time interval. As the network topology changes slowly, we derive a theoretical bound on the performance gap between our suboptimal solution and the optimal solution. For complexity analysis, we assume that interior-point method is used to solve a linear program at the first time slot of each interval. Moreover, we can use the suboptimal solution in the preceding interval as a good initial solution of the linear program at each fixed interval. Based on this interior-point method with a warm start strategy, we obtain a bound on complexity. Finally, we consider an example network scenario and minimize the complexity subject to the condition that our solution achieves a given optimality gap.
Keywords :
ad hoc networks; channel coding; communication complexity; linear programming; mobile radio; multicast communication; network topology; computational complexity; energy multicasting; mobile ad-hoc networks; network coding; network topology; periodic recomputation; Ad hoc networks; Cost function; Energy consumption; Energy efficiency; Mobile ad hoc networks; Mobile communication; Network coding; Network topology; Peer to peer computing; Wireless networks;
Conference_Titel :
Communication, Control, and Computing, 2008 46th Annual Allerton Conference on
Conference_Location :
Urbana-Champaign, IL
Print_ISBN :
978-1-4244-2925-7
Electronic_ISBN :
978-1-4244-2926-4
DOI :
10.1109/ALLERTON.2008.4797549