NDLI: Optimal policies based on QoS for adaptive communication system with Markov Decision Process

Content Provider	IEEE Xplore Digital Library
Author	Yongxiang Wu Shengbo Hu
Copyright Year	2008
Description	Author affiliation: Inst. of Intell. Inf., Guizhou Normal Univ., Guiyang (Yongxiang Wu; Shengbo Hu)
Abstract	Modern communications, especially mobile communications, face unpredictable environments. Adaptation to unpredictable environments is necessary for modern communications. The communication systems self-tuning to track changes in the environments are called the adaptive communication systems. The systems can be viewed as a special kind of feedback control systems with the elements of sensor, decision-element or controller, and actuator. This paper focuses on the decision-element. The decision-element uses optimal policies based on QoS with Markov decision process, which seek to satisfy a set of system QoS. The simulation results show that communication system adaptation can be guided by decision rules based on QoS found by the methods of Markov decision processes, when there are multiple controlled features, and multiple system measures used to drive the decisions.
Starting Page	114
Ending Page	119
File Size	265689
Page Count	6
File Format	PDF
ISBN	9781424425846
DOI	10.1109/IWASID.2008.4688369
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-08-20
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Actuators Wireless LAN Adaptive systems Communication system control Mobile communication Control systems Optimal Policies Sensor systems Feedback control QoS Bandwidth Cost function Markov Decision Process Adaptation
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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