TY - JOUR
T1 - Bee colony optimization algorithm for routing and wavelength assignment based on directional guidance in satellite optical networks
AU - Yang, Mai
AU - Zhang, Qi
AU - Yao, Haipeng
AU - Gao, Ran
AU - Xin, Xiangjun
AU - Tian, Feng
AU - Feng, Weiying
AU - Chen, Dong
AU - Wang, Fu
AU - Tian, Qinghua
AU - Qian, Jinxi
N1 - Publisher Copyright:
© 2013 China Institute of Communications.
PY - 2023/7/1
Y1 - 2023/7/1
N2 - With the development of satellite communication, in order to solve the problems of shortage of on-board resources and refinement of delay requirements to improve the communication performance of satellite optical networks, this paper proposes a bee colony optimization algorithm for routing and wavelength assignment based on directional guidance (D-BCO-RWA) in satellite optical networks. In D-BCO-RWA, directional guidance based on relative position and link load is defined, and then the link cost function in the path search stage is established based on the directional guidance factor. Finally, feasible solutions are expanded in the global optimization stage. The wavelength utilization, communication success probability, blocking rate, communication hops and convergence characteristic are simulated. The results show that the performance of the proposed algorithm is improved compared with existing algorithms.
AB - With the development of satellite communication, in order to solve the problems of shortage of on-board resources and refinement of delay requirements to improve the communication performance of satellite optical networks, this paper proposes a bee colony optimization algorithm for routing and wavelength assignment based on directional guidance (D-BCO-RWA) in satellite optical networks. In D-BCO-RWA, directional guidance based on relative position and link load is defined, and then the link cost function in the path search stage is established based on the directional guidance factor. Finally, feasible solutions are expanded in the global optimization stage. The wavelength utilization, communication success probability, blocking rate, communication hops and convergence characteristic are simulated. The results show that the performance of the proposed algorithm is improved compared with existing algorithms.
KW - bee colony optimization algorithm
KW - directional guidance
KW - feasible solution extension
KW - routing and wavelength assignment
KW - satellite optical networks
UR - http://www.scopus.com/inward/record.url?scp=85166764282&partnerID=8YFLogxK
U2 - 10.23919/JCC.fa.2022-0804.202307
DO - 10.23919/JCC.fa.2022-0804.202307
M3 - Article
AN - SCOPUS:85166764282
SN - 1673-5447
VL - 20
SP - 89
EP - 107
JO - China Communications
JF - China Communications
IS - 7
ER -