Title :
Model-free stochastic learning in adaptive wireless networks
Author :
Chandramouli, R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Stevens Inst. of Technol., Hoboken, NJ
fDate :
April 30 2007-May 2 2007
Abstract :
Three applications in wireless networks where model-free stochastic learning is applicable, are discussed. The learning based optimization problems are formulated and simulation results are presented. Some open issues are also discussed.
Keywords :
learning (artificial intelligence); optimisation; radio networks; telecommunication computing; adaptive wireless networks; learning based optimization problems; model-free stochastic learning; Adaptive systems; Bandwidth; Delay effects; Feedback; Interference; Radio transmitters; Stochastic processes; Throughput; Video compression; Wireless networks;
Conference_Titel :
Sarnoff Symposium, 2007 IEEE
Conference_Location :
Nassau Inn, Princeton, NJ
Print_ISBN :
978-1-4244-2483-2
DOI :
10.1109/SARNOF.2007.4567362
