eprintid: 43576 rev_number: 12 eprint_status: archive userid: 1903 dir: disk0/00/04/35/76 datestamp: 2016-10-24 18:15:25 lastmod: 2022-11-30 09:00:00 status_changed: 2016-10-24 18:15:25 type: article metadata_visibility: show creators_name: Bordel Sánchez, Borja creators_name: Alcarria Garrido, Ramón Pablo creators_name: Sánchez de Rivera, Diego creators_name: Sánchez-Picot, Álvaro creators_id: b.bordel@alumnos.upm.es creators_id: ralcarria@dit.upm.es title: Predictive algorithms for mobility and device lifecycle management in Cyber- Physical Systems ispublished: pub subjects: telecomunicaciones keywords: Cyber-Physical Systems, Mobility management, Device lifecycle, Predictive models, CPS simulation, Interpolation algorithms abstract: Cyber-Physical Systems (CPS) are often composed of a great number of mobile, wireless networked devices. In order to guarantee the system performing, management policies focused on becoming transparent to high-level applications, the changes in the hardware platform have to be implemented. However, traditional reactive methodologies and basic proposed predictive solutions are not valid either due to the extremely dynamical behavior of CPS or because the high number of involved devices prevents fulfill the timing requirements. Therefore, in this paper, we present an advance predictive solution for managing the mobility and device lifecycle, being able to meet all requirements of CPS. The solution is based on an infinite loop, which calculates, in each iteration, a sequence of future system states using a CPS simulator and interpolation algorithms. Furthermore, an experimental validation is provided in order to determine the performing of the proposed solution. date: 2016 date_type: published publisher: Springer official_url: https://doi.org/10.1186/s13638-016-0731-0 id_number: 10.1186/s13638-016-0731-0 full_text_status: public publication: EURASIP Journal on Wireless Communications and Networking number: 228 pagerange: 1-13 institution: Telecomunicacion department: Ingenieria_Sistemas refereed: TRUE issn: 1687-1499 rights: by-nc-nd comprojects_type: MINECO comprojects_type: CM comprojects_code: TEC2015-68284-R comprojects_code: S2013/ICE-3019 comprojects_acronym: SEMOLA comprojects_acronym: MOSI-AGIL comprojects_leader: Universidad Politécnica de Madrid comprojects_title: Tecnologías de análisis de sentimientos y emociones para agentes sociales empáticos en inteligencia ambiental comprojects_title: Modelado social de inteligencia ambiental aplicado a grandes instalaciones citation: Bordel Sánchez, Borja and Alcarria Garrido, Ramón Pablo and Sánchez de Rivera, Diego and Sánchez-Picot, Álvaro (2016). Predictive algorithms for mobility and device lifecycle management in Cyber- Physical Systems. "EURASIP Journal on Wireless Communications and Networking" (n. 228); pp. 1-13. ISSN 1687-1499. https://doi.org/10.1186/s13638-016-0731-0 . document_url: https://oa.upm.es/43576/1/INVE_MEM_2016_234837.pdf