Title :
Dynamic Spectrum Allocation in Wireless Cognitive Sensor Networks: Improving Fairness and Energy Efficiency
Author :
Byun, Sang-Seon ; Balasingham, Ilangko ; Liang, Xuedong
Author_Institution :
Norwegian Univ. of Sci. & Technol., Trondheim
Abstract :
This paper considers the centralized spectrum allocations in resource-constrained wireless sensor networks with the following goals: (1) allocate spectrum as fairly as possible, (2) utilize spectrum resource maximally, (3) reflect the priority among sensor data, and (4) reduce spectrum handoff. The problem is formulated into a multi-objective problem, where we propose a new approach to solve it using modified game theory (MGT). In addition, cooperative game theory is adopted to obtain approximated solutions for MGT in reasonable time. The results obtained from numerical experiments show that the proposed algorithm allocates spectrum bands fairly with well observing each sensor´s priority and nearly minimal spectrum handoffs.
Keywords :
cognitive radio; game theory; spread spectrum communication; wireless sensor networks; centralized spectrum allocations; cooperative game theory; dynamic spectrum allocation; energy efficiency; modified game theory; spectrum handoff reduction; spectrum resource utilization; wireless cognitive sensor networks; Cognitive radio; Energy consumption; Energy efficiency; Frequency; Game theory; Hospitals; Medical services; Patient monitoring; Resource management; Wireless sensor networks;
Conference_Titel :
Vehicular Technology Conference, 2008. VTC 2008-Fall. IEEE 68th
Conference_Location :
Calgary, BC
Print_ISBN :
978-1-4244-1721-6
Electronic_ISBN :
1090-3038
DOI :
10.1109/VETECF.2008.299