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Multi-band spectrum selection framework based on partial observations

Perez-Romero, J, Raschella, A, Sallent, O and Umbert, A (2013) Multi-band spectrum selection framework based on partial observations. In: 2013 IEEE 14th International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM 2013 . (2013 IEEE 14th International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM), 4-7 June 2013, Madrid, Spain).

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Abstract

The demand for higher data rates, capacity and better Quality of Service (QoS) is constantly growing; therefore, there is a pressing need for efficient use of wireless network resources. In this context, the application of Cognitive Radio (CR) principle has emerged as a solution to the problem of spectrum scarcity. In this respect, this paper presents an algorithm that enables multi-band spectrum selection for wireless applications under interference variations in the available spectrum blocks. The algorithm is formulated as a Partially Observable Markov Decision Process (POMDP) targeting the maximization of a reward function that captures how suitable each allocated spectrum block is for the data transmission in each radio link depending on the application bit rate requirements. © 2013 IEEE.

Item Type: Conference or Workshop Item (Paper)
Additional Information: © 2013 IEEE.
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Computer Science
Publisher: IEEE
Date Deposited: 18 Oct 2019 10:30
Last Modified: 18 Oct 2019 10:30
DOI or Identification number: 10.1109/WoWMoM.2013.6583418
URI: http://researchonline.ljmu.ac.uk/id/eprint/11602

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