Title :
Cognitive radio: brain-empowered wireless communications
Author_Institution :
Adaptive Syst. Lab., McMaster Univ., Hamilton, Ont., Canada
Abstract :
Cognitive radio is viewed as a novel approach for improving the utilization of a precious natural resource: the radio electromagnetic spectrum. The cognitive radio, built on a software-defined radio, is defined as an intelligent wireless communication system that is aware of its environment and uses the methodology of understanding-by-building to learn from the environment and adapt to statistical variations in the input stimuli, with two primary objectives in mind: · highly reliable communication whenever and wherever needed; · efficient utilization of the radio spectrum. Following the discussion of interference temperature as a new metric for the quantification and management of interference, the paper addresses three fundamental cognitive tasks. 1) Radio-scene analysis. 2) Channel-state estimation and predictive modeling. 3) Transmit-power control and dynamic spectrum management. This work also discusses the emergent behavior of cognitive radio.
Keywords :
channel estimation; cognitive systems; learning (artificial intelligence); power control; radio spectrum management; software radio; stochastic games; brain-empowered wireless communication; channel-state estimation; cognitive radio; interference temperature; machine learning; predictive modeling; radio electromagnetic spectrum; radio-scene analysis; software-defined radio; stochastic games; transmit-power control; understanding-by-building; Channel estimation; Cognitive radio; Electromagnetic spectrum; Intelligent systems; Interference; Predictive models; Radio control; Radio spectrum management; Temperature control; Wireless communication;
Journal_Title :
Selected Areas in Communications, IEEE Journal on
DOI :
10.1109/JSAC.2004.839380