Modified Random Forest Approach for Resource Allocation in 5G Network
نویسندگان
چکیده
منابع مشابه
Modified Random Forest Approach for Resource Allocation in 5G Network
According to annual visual network index (VNI) report by the year 2020, 4G will reach its maturity and incremental approach will not meet demand. Only way is to switch to newer generation of mobile technology called as 5G. Resource allocation is critical problem that impact 5G Network operation critically. Timely and accurate assessment of underutilized bandwidth to primary user is necessary in...
متن کاملRandom Forest Resource Allocation for 5G Systems: Performance and Robustness Study
Next generation cellular networks will have to leverage a further cell densification to accomplish the ambitious goals with respect to aggregate multi-user sum rates. It is well known that this requires much more coordination among the transmission points in the system to balance interference with terminal performance. Traditionally, this has been limited by the coordination capabilities in the...
متن کاملDistributed Resource Allocation in 5G Cellular Networks
The fifth generation (5G) cellular networks are expected to provide wide variety of high rate (i.e., 300 Mbps and 60 Mbps in downlink and uplink, respectively, in 95 percent of locations and time [1]) multimedia services. The 5G communication platform is seen as a global unified standard with seamless connectivity among existing standards, e.g., High Speed Packet Access (HSPA), Long Term Evolut...
متن کاملPolicy Model for Sharing Network Slices in 5G Core Network
As mobile data traffic increases, and the number of services provided by the mobile network increases, service load flows as well, which requires changing in the principles, models, and strategies for media transmission streams serving to guarantee the given nature of giving a wide scope of services in Flexible and cost-effective. Right now, the fundamental question remains what number of netwo...
متن کاملJoint Resource Allocation Algorithms for Uplink in 5g and Lte Network
Recently, femtocell-based 5G is the hottest radio access technology, that meet the exponentially increased user-operator demand to enhance: indoor coverage, network capacity and quality of service and decrease latency. Intelligent allocation of the resources and interference management issues are the substantial challenges in such context. In this journal, we propose a joint power and channel a...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Advanced Computer Science and Applications
سال: 2016
ISSN: 2156-5570,2158-107X
DOI: 10.14569/ijacsa.2016.071152