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"Effective Resource Allocation Technique to Improve QoS in 5G Wireless " by Ramkumar Jayaraman, Baskar Manickam et al.

A 5G wireless network requires an efficient approach to effectively manage and segment the resource. A Centralized Radio Access Network (CRAN) is used to handle complex distributed networks. Specific to network infrastructure, multicast communication is considered in the performance of data storage and information-based network connectivity. This paper proposes a modified Resource Allocation (RA) scheme for effectively handling the RA problem using a learning-based Resource Segmentation (RS) technique. It uses a modified Random Forest Algorithm (RFA) with Signal Interference and Noise Ratio (SINR) and position coordinates to obtain the position coordinates of end-users. Further, it predicts Modulation and Coding Schemes (MCS) for establishing a connection between the end-user device and the Remote Radio Head (RRH). The proposed algorithm depends on the accuracy of positional coordinates for the correctness of the input parameters, such as SINR, based on the position and orientation of ....

Radio Access Network , Centralized Radio Access Network , Resource Allocation , Resource Segmentation , Random Forest Algorithm , Signal Interference , Noise Ratio , Coding Schemes , Remote Radio Head , Base Band Unit , Centralized Radio Access Network , Channel State Information , Odulation And Coding Schemes , Quality Of Service , Resource Allocation ,

GDS harnesses machine learning to control feedback spam

GDS harnesses machine learning to control feedback spam
ukauthority.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from ukauthority.com Daily Mail and Mail on Sunday newspapers.

United Kingdom , Felix Reilly , Government Digital Service , Machine Learning Canvas , Random Forest Algorithm , Data Version Control ,

Omani team uses GIS to map road accident hotspots

A research project has developed means to map road accident hot spots using GPS. This will help traffic police officials and motorists to reduce risks of mishaps.The. ....

Sultanate Of Oman , Abdullah Al Maniri , Amira Al Aamri , Ministry Of Higher Education , Data Academy , Dr Graeme Hornby University Of Southampton , Prof Li Chun Zhang University Of Southampton , Prof Sabus Padmadas University Of Southampton , National Research Award , National Research , Muscat Governorate , Higher Education , Kernel Density Estimation , Network Based Nearest Neighbour Distance , Network Basedk Function , Random Forest Algorithm , Spatiotemporal Hot Zone , Sultan Qaboos , Muscat Expressway , Prof Sabus Padmadas , Prof Li Chun Zhang , Spatial Statistics Journal , National Research Awards ,