RT Conference Proceedings
T1 A bi-objective harmony search approach for deploying cost-effective multi-hop communications over large-area wildfires
A1 Bilbao, Miren Nekane
A1 Del Ser, Javier
A1 Salcedo-Sanz, Sancho
A1 Gil-López, Sergio
A1 Portilla-Figueras, José Antonio
A2 Klett, Fanny
A2 Abraham, Ajith
A2 Herrero, Álvaro
A2 Baruque, Bruno
A2 de Carvalho, André C.P.L.F.
A2 Quintián, Héctor
A2 Corchado, Emilio
A2 Quintián, Héctor
A2 de la Puerta, José Gaviria
A2 Ferreira, Iván García
A2 Bringas, Pablo García
AB Global phenomena such as the climate warming and the consequently growing scales of wildfires motivate the need for computationally efficient tools and frameworks for assisting brigade commanders in their coordination and management duties. However, the current worldwide economical situation usually imposes severe budgetary constraints that ultimately impact on the inventory of available firefighting resources and support equipment. In this context this manuscript presents a novel meta-heuristically empowered scheme which determines the position and model of a number of wireless communication relays to be deployed over a large-scale wildfire area under a Pareto-optimal strategy: to balance between coverage and cost of the deployment. The system model also allows for multi-hop links among the brigades operating on the area. Specifically, Harmony Search heuristics are utilized to iteratively refine the position and models of the relays. Simulation results over synthetic scenarios are discussed, from which future research lines stem towards formulations of increased realism including the allocation of radio channels and orography-aware coverage areas.
PB Springer Verlag
SN 9783319079943
SN 2194-5357
YR 2014
FD 2014
LK https://hdl.handle.net/11556/1716
UL https://hdl.handle.net/11556/1716
LA eng
NO Bilbao , M N , Del Ser , J , Salcedo-Sanz , S , Gil-López , S & Portilla-Figueras , J A 2014 , A bi-objective harmony search approach for deploying cost-effective multi-hop communications over large-area wildfires . in F Klett , A Abraham , Á Herrero , B Baruque , A C P L F de Carvalho , H Quintián , E Corchado , H Quintián , J G de la Puerta , I G Ferreira & P G Bringas (eds) , International Joint Conference SOCO 2014 - CISIS 2014 - ICEUTE 2014, Proceedings . Advances in Intelligent Systems and Computing , vol. 299 , Springer Verlag , pp. 93-103 , International Joint Conference on 9th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2014 with 7th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2014 and 5th International Conference on EUropean Transnational Education, ICEUTE 2014 , Bilbao , Spain , 25/06/14 . https://doi.org/10.1007/978-3-319-07995-0_10
NO conference
NO Publisher Copyright: © Springer International Publishing Switzerland 2014.
DS TECNALIA Publications
RD 28 jul 2024