Title :
ACRP: Ant-Colony-based Routing Protocol for DTMNs
Author :
Zhang, Pengxiu ; Wang, Haiquan ; Xia, Chunhe ; Lv, Liangshuang ; Liu, Xiaodong
Author_Institution :
Beijing Key Lab. of Network Technol., Beihang Univ., Beijing, China
Abstract :
Delay Tolerant Mobile Networks (DTMNs) focus on scenarios where most of the time contemporaneous end-to-end paths between source and destination do not exist, and mobility should be explored for message delivery. Ant colony optimization is based on reinforcement learning and is adaptive. In this paper, we propose ACRP: an Ant-Colony-based Routing Protocol for DTMNs. In the protocol, the forward ants and backward ants establish the pheromone trail; the data ants make forwarding decision according to the probability function composing both the pheromone and the heuristic information. We present simulation results measuring the performance of ACRP and compare it with other well-known routing protocols.
Keywords :
learning (artificial intelligence); mobile communication; optimisation; routing protocols; ACRP; DTMN; ant colony optimization; ant-colony-based routing protocol; backward ants; delay tolerant mobile networks; forward ants; forwarding decision; message delivery; pheromone trail; reinforcement learning; Ad hoc networks; Internet; Mobile computing; DTMNs; DTNs; ant-colony-based routing; delay tolerant networks; routing;
Conference_Titel :
Educational and Information Technology (ICEIT), 2010 International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-8033-3
Electronic_ISBN :
978-1-4244-8035-7
DOI :
10.1109/ICEIT.2010.5607571