DocumentCode
2642059
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
Volume
2
fYear
2010
fDate
17-19 Sept. 2010
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICEIT.2010.5607571
Filename
5607571
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