LTE Self Organizing Network Projects

LTE Self Organizing Network Projects

LTE Self Organizing Network Projects build free access for the users with demands that are not the same one at a time. So far, the self-organizing network is SON that can plan, configure, manage, and heal if any issues occur. Of course, they are in-built properties in SON. Then the LTE as long-term evolution is one of the key features on SON that gives support for any type of radio access network (RAN) as UMTS, 3GPP, Wi-Fi, and more. 

Do you need to know the procedure of SON?

   Surely the network nodes in SON present three cyclic processes as plan, deploy and operate. By following the three-step process, it guarantees the quality of experience that is to say as QoE. In that case, it permits for email, video, location, and other data transfer.  

Three Main Structures of SON

  • Distributed SON 
    • Elements in use: eNodeB  
    • Advantages: Receive information from the whole network
  • Centralized SON
    • Elements in use: Management devices 
    • Advantages: Fast adaptation for current network 
  • Hybrid SON 
    • Elements in use: Either use on any above types  
    • Advantages: Flexible reply in a shortened time

   In LTE SON, the idea of optimizing that allows us to save energy, balance load, reduce interference, and so on. Similarly, the heal function detects and recovers from cell outage. Even it can solve the software and hardware faults by using this function. All the functions are in detail on LTE Self Organizing Network Projects.  

Features of Long Term Evolution-SON

  • Self-configuration i.e., updation of software 
  • Automatic prediction of the neighbor relationship 
  • Management of cell identity 
  • Optimization of random access 
  • Mobility robustness optimization 
  • Reduction of drive tests 
Implementing LTE self organizing projects in neural network machine learning

   Today, the growth of traffic on microcell, macrocell, picocell, and femtocell is a heterogeneous network with many numbers RAN also solved by SON. In the long run, the coverage and optimization of the capacity are the two main areas in LTE SON. Now get to know the benefits of using LTE SON.      

What are the five main goodness due to SON functionalities?

  • Minimization in cost 
  • CAPEX and OPEX minimization 
  • A better experience in multi-user access
  • Reduce inter-cell interference (Macro-Macro, Macro-Pico, etc.)
  • High performance of the network 

   At this time, the LTE SON functions are valid on peer-to-peer networks i.e., P2P. Even though the nodes are not fixed at a point, the topology of LTE SON is such as centralized Peer to peer network projects, fully distributed P2P, and semi-distributed P2P.

Top trending topics on LTE Self Organizing Network Projects 

  • Mobility prediction on multi-RATs
  • Internetworking and adaptive antenna design 
  • Shortest path routing 
  • Network intrusion and anomaly detection
  • Clustering or cell partitioning 
  • Fault diagnosis 
  • Handover optimization 
  • And many more

   Above all, the LTE SON uses massive MIMO to serve any number of users. Day by day, the LTE SON improve with the wide range of real time applications. Hereby to test, a set of clustering is below.     

Clustering methods on LTE SON

  • K-means and Fuzzy C-means
  • GMM
  • Hierarchical clustering 
  • CLARA and so on 

   With this attention, the blockchain technology also introduces into LTE SON for the purpose of security. By and large, this area is evolving today, and hence it will be the future in LTE SON. Besides this, the LTE SON also provides support for other methods too. 

LTE SON Adapts with the following 

  • Decision-making algorithms
  • Hybrid deep with reinforcement learning
  • Machine learning 
  • Bio and nature-inspired algorithm 

   During this time, we say that we have a full focus on LTE SON. Still, the network research topics are not a limit within this. Whenever you need help with your work, you can come one step forward to us. First, we give you a gist of topics from your area. Then second, you need to select one from it. At last, we begin to work on the topic of your choice.

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Technology Ph.D MS M.Tech
NS2 75 117 95
NS3 98 119 206
OMNET++ 103 95 87
OPNET 36 64 89
QULANET 30 76 60
MININET 71 62 74
MATLAB 96 185 180
LTESIM 38 32 16
COOJA SIMULATOR 35 67 28
CONTIKI OS 42 36 29
GNS3 35 89 14
NETSIM 35 11 21
EVE-NG 4 8 9
TRANS 9 5 4
PEERSIM 8 8 12
GLOMOSIM 6 10 6
RTOOL 13 15 8
KATHARA SHADOW 9 8 9
VNX and VNUML 8 7 8
WISTAR 9 9 8
CNET 6 8 4
ESCAPE 8 7 9
NETMIRAGE 7 11 7
BOSON NETSIM 6 8 9
VIRL 9 9 8
CISCO PACKET TRACER 7 7 10
SWAN 9 19 5
JAVASIM 40 68 69
SSFNET 7 9 8
TOSSIM 5 7 4
PSIM 7 8 6
PETRI NET 4 6 4
ONESIM 5 10 5
OPTISYSTEM 32 64 24
DIVERT 4 9 8
TINY OS 19 27 17
TRANS 7 8 6
OPENPANA 8 9 9
SECURE CRT 7 8 7
EXTENDSIM 6 7 5
CONSELF 7 19 6
ARENA 5 12 9
VENSIM 8 10 7
MARIONNET 5 7 9
NETKIT 6 8 7
GEOIP 9 17 8
REAL 7 5 5
NEST 5 10 9
PTOLEMY 7 8 4

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