R Priyadarshi, RR Kumar, Z Ying - Multimedia Tools and Applications, 2024 - Springer
In order to meet the growing needs for wireless communication in dynamic and diverse circumstances, Cognitive Radio Networks (CRNs) have evolved as a transformational …
M Chiang - … and Trends® in Communications and Information …, 2005 - nowpublishers.com
Geometric Programming (GP) is a class of nonlinear optimization with many useful theoretical and computational properties. Over the last few years, GP has been used to solve …
A Ephremides, B Hajek - IEEE Transactions on Information …, 1998 - ieeexplore.ieee.org
Information theory has not yet had a direct impact on networking, although there are similarities in concepts and methodologies that have consistently attracted the attention of …
N Bambos - IEEE Personal Communications, 1998 - ieeexplore.ieee.org
Transmitter power control can be used to concurrently achieve several key objectives in wireless networking, including minimizing power consumption and prolonging the battery …
S Ghez, S Verdú, SC Schwartz - IEEE Transactions on …, 1989 - ieeexplore.ieee.org
A decentralized control algorithm is sought that maximizes the stability region of the infinite- user slotted multipacket channel and is easily implementable. To this end, the perfect state …
Neural Networks: Computational Models and Applications covers a wealth of important theoretical and practical issues in neural networks, including the learning algorithms of feed …
Markov decision processes (MDPs), also called stochastic dynamic programming, were first studied in the 1960s. MDPs can be used to model and solve dynamic decision-making …
J Razavilar, KJR Liu, SI Marcus - IEEE Transactions on …, 2002 - ieeexplore.ieee.org
We consider the downlink rate control problem in a wireless channel. A dynamic programming optimization method is introduced to obtain the optimal bit-rate/delay control …
E Altman - Handbook of Markov Decision Processes: Methods …, 2002 - Springer
We present in this chapter a survey on applications of MDPs to communication networks. We survey both the different application areas in communication networks as well as the …