PROJECT TITLE :

Dynamic IQ data compression using wireless resource allocation for mobile front-haul with TDM-PON [invited]

ABSTRACT:

The time-division multiplexed-passive optical network (TDM-PON) architecture will efficiently accommodate densely deployed small cells in a centralized radio access network (C-RAN)-primarily based future radio access (FRA). C-RAN is a sort of mobile front-haul network, that connects multiple remote radio heads to a baseband unit pool by optical links. The desired optical bandwidth within the mobile front-haul of FRA is terribly large, so it's necessary to efficiently use the optical bandwidth by using in-part and quadrature-part (IQ) data compression techniques. This paper proposes an IQ information compression technique that dynamically reduces the desired optical bandwidth primarily based on wireless resource allocation, and provides TDM-PON with statistical multiplexing gain. Simulation results showed the achievable compression ratio of the proposed IQ knowledge compression technique. The feasibility of our technique was confirmed by experiments. The reduction in the common TDM-PON bandwidth was 50percent when there have been sixty mobile terminals, all of that needed zero.18 Mbps bandwidth.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE : Unsupervised Spectral Feature Selection with Dynamic Hyper-graph Learning ABSTRACT: In order to produce interpretable and discriminative results from unsupervised spectral feature selection (USFS) methods, an embedding
PROJECT TITLE : GloDyNE: Global Topology Preserving Dynamic Network Embedding ABSTRACT: Due to the time-evolving nature of many real-world networks, learning low-dimensional topological representations of networks in dynamic environments
PROJECT TITLE : Fully Dynamic kk-Center Clustering With Improved Memory Efficiency ABSTRACT: Any machine learning library worth its salt will include both static and dynamic clustering algorithms as core components. The sliding
PROJECT TITLE : Exploring Temporal Information for Dynamic Network Embedding ABSTRACT: The task of analyzing complex networks is a challenging one that is attracting an increasing amount of attention. One way to make the analysis
PROJECT TITLE : MAGNETIC: Multi-Agent Machine Learning-Based Approach for Energy Efficient Dynamic Consolidation in Data Centers ABSTRACT: Two of the most significant challenges for effective resource management in large-scale

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry