Title :
A Biologically Inspired Energy-Aware Routing Algorithm for Communications in Cyberworlds
Author :
Liu, Zhenyu ; Gao, Wen ; Kwiatkowska, Marta
Author_Institution :
Inst. of Digital Media, Peking Univ., Shenzhen
Abstract :
This paper presents a new version of swarm-intelligence inspired ad hoc routing algorithm for communications in Cyberworlds, based on evolutionary cooperation in a biological swarm. We use the principle of swarm intelligence to reinforce good quality routes with only local communication. The data traffic is influenced at each node, and the communicating nodes observe this influence to update their tables. By locally monitoring the network transmission queue length and other MAC layer information, this algorithm can forward data traffic through paths that avoid network congestion areas. In order to conserve energy, this algorithm intelligently power off the network interfaces of the nodes that are either not currently involved in any communications or in the area where congestion occurs. We also include an evaluation methodology to simulate ad hoc networks, and the simulation results show that this novel routing algorithm performs well for a variety of network conditions.
Keywords :
ad hoc networks; mobile radio; telecommunication network routing; telecommunication traffic; wireless LAN; Cyberworld communications; IEEE 802.11; ad hoc routing algorithm; biologically inspired energy-aware routing algorithm; data traffic; evolutionary cooperation; mobile ad hoc networks; swarm-intelligence; Ad hoc networks; Batteries; Mobile ad hoc networks; Network interfaces; Network topology; Particle swarm optimization; Routing; Telecommunication traffic; Traffic control; Turning; MANETs; energy-awareness; routing; swarm intelligence;
Conference_Titel :
Cyberworlds, 2008 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-0-7695-3381-0
DOI :
10.1109/CW.2008.108