Network Research Projects

Network Research Projects deals with designing and analysing a network on different aspects. A network defines as a ‘construction of a wired or wireless link between hardware devices to share data using network resources.’ In fact, the network is the backbone for communication. 

What does a Network Do?

   At first, a network consists of a number of hardware devices as smartphone, switch, and so on. It employs software to access on internet and etc. In any case, the device has its own OSI model with which it works. For instance, the smartphone will give a request for video access to the switch. Then the switch or gateway will forward the request to the respected server. At last, the mobile user receives a video. 

   It is not that the request will only be of video; it can be any type of traffic as a text file, browsing, and so on. On account of the research, the network and the traffic type depend on. Now we give you the common sets on network research projects.  

Broad Technical Research Areas in Network 

For Wired Network 

• Feature: Fixed Topology 
• Base: Ethernet cable
• Issues 
• Failure in cables and network entities
• Higher installation time and cost
• Absence of signals beyond link 
• Process in Focus
• Provisioning of service 
• Intermittent fault localization and recovery 

For Wireless Network   

• Feature: Infrastructure less 
• Base: Vacuum with RF
• Issues 
• Policies for data forwarding 
• Lack of connectivity 
• Fading of Signals, Diffraction, Scattering
• Different types of traffic and mobility management 
• Process in Focus
• Network nodes deployments
• Data gathering, forwarding, and also routing
• Resource management and allocation 
• And many more 

For Optical Network 

• Feature: Predefined infrastructure 
• Base: Optical fiber with a light pulse
• Issues 
• Mobility support 
• High cost and faults in channel, node, and link
• Scalability and requires high bandwidth
• Process in Focus
• Network Coding 
• Opportunistic Routing 
• Spectrum allocation and traffic management 
• And many more

   In a network, the communication starts only when we employ technology. Henceforth all the network devices have one or more transceiver antenna for the purpose of sending and receive data from others. For the most part, using antennas, the beamforming performs as per the wireless communication standard. So far, only one antenna is in use, but as growth, it allows MIMO, massive MIMO, MU-MIMO, and so on. By this time, there are many high data rate solutions as below.     

List of communication in a Network 

• LTE-A, LTE-Pro, LTE-M, and also LTE-U
• 5G and also 6G
• WiFi and LiFi 
• mmWave 
• UWB and also IR-UWB
• DSRC 

Top-Ranked Research Networks 

• Mobile, Vehicle, and Flying ad hoc network
• Sensor, LoRaWAN, and also UWSN
• Cellular, CRN, and so on 
• Wireless body area network 
• Named data network 
• And many more 

   As we say above, the antenna plays a vital role in network research. To this end, it is important to realize that the commons challenges of QoS, QoE, delay, data rate, and so on must solve in any type of network. Some of the best research topics for PhD projects in network security and methods that solve the issues are below for you.

What’s more on Network Research Projects? 

• DeepCog and DeepSlicing in 5G networks 
• Heterogeneous resource allocation with dynamic traffic condition
• Virtualized RAN automatic resource access
• 3D clustering in Wireless Camera sensor networks
• Harvesting energy for sensors using renewable energy 
• Multi-objective based routing and also cluster head selection
• Detection of attack and isolation in WSN, MANET, VANET, and so on
• 3D Localization and Trajectory monitoring in UAV 

5 Advance Deep Learning Methods for Networks Research

• Deep Dueling Neural Networks
• Deep reinforcement learning 
• GAN powered deep distributional RL
• Hybrid CNN
• A deep mapping learning algorithm 

   Above all, research can also study ML, AI, RL, and many more. On the whole, research must solve one serious issue in a network, and its results show the impact. We can show the results of the research in real-time or in simulation. If you want to get it in simulation, then NS-3, OMNeT++, OPNET, and MATLAB are the best.

   In sum, we give network research support on hardware as well as software i.e., on both simulators and emulators. All of a sudden, you need not pick your topic. Take your own time and prefer one. Since research is a success only while the topic stands new in the field, for any of your research help, you can join with us.

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