MANAGEMENT OF WIRELESS COMMUNICATION SYSTEMS USING ARTIFICIAL INTELLIGENCE-BASED SOFTWARE DEFINED RADIO

Abstract

Management of wireless communication systems has been investigated thoroughly with novel methods, which led to the development of mainly software based methods rather than hardware. SoftwareDefined Radio (SDR) is a common method for developing and implementing wireless communication protocols. In the proposed artificial intelligence based SDR system, wireless nodes are made self-organized in distributed form by using only local information. The proposed software based method can be used to control the channel frequency, bandwidth, and modulation format. The advantages of the software based system are explained. The general performance of the system is improved in terms of connectivity which belong to the SDR capabilities supported by wireless nodes, as well as a controlled mobility function. The requirements for the restricted connectivity by using SDR are made more stringent with regard to the maximum coverage.