Heterogeneous Networks Project Ideas

Heterogeneous Network (HetNet) is a network that incorporates several different network designs and operating systems. For instance: the component level of HetNet is composed of Token Ring LANs linked with a Fiber Distributed Data Interface (FDDI) and Ethernet. This page reveals the new Top-demanding Heterogeneous Networks Project Ideas with the recent interesting research areas!!!

Top 5 Interesting Heterogeneous Networks Project Ideas

In order to design and model the HetNets, it is important to be aware of different insights present in the network to create an effective system. For that, we have governed the following aspects that are essential for design, 

HetNets Design and Deployments  

  • From the Perspective of Demand 
    • Target Data Rates
    • Location-based Traffic
    • Volumes of Traffic
  • From the Perspective of Supply 
    • Coverage of Macro-Cellular
    • Radio Network Infrastructure
    • End-to-End Site Accessibility
    • Integrated Macro-Cellular and Spectrum
    • Wireless Mobile Backhaul Transmission

In comparison with homogeneous networks, HetNets are complicated to handle since they change. Most networks are heterogeneous because they evolve over a certain time period. In specific, the enlargement of spectrum efficiency, bandwidth, and traffic balancing also plays a major role in satisfying the requirements of wideband bandwidth in upcoming indoor/outdoor scenarios.

How does a heterogeneous network work?

In general, HetNets is a mixture of access node types and technologies where the types refer to the macrocells and small cells. At the same time, MIMO techniques are used to ease and limit interference in HetNets. By the by, this technique has exclusive issues for upcoming indoor and outdoor large-scale HetNets.  

How to improve the performance of HetNets? 

For instance, the small cell inter-cell interference is very complex in multi-antennas. Beyond this, there are many research problems still not solved. It may range from inadequate understanding of essential HetNet network capacity to the requirement of the RAN planning and optimization (P&O) tool.

To be honest, our technical resource teams have long-lasting experience in handling and framing innovative Heterogeneous Networks Project Ideas. For our handhold scholars, we give the entire research service from top to bottom. For your information, we have given in detail the following points,

Important Research Milestones

  • Selection of Research Topic
  • Identification of Problem
  • Formulating of Appropriate Problem-Solving Solutions
  • Review of Relevant Literature study
  • The computing of Comparative analysis and Mathematical Models
  • Execution of Research work
    • Dataset Collection / Tool Selection
    • Getting Accurate outcomes
  • Writing the Paper based on Required Standard Format
  • Paper Publication in Conference and Reputed Journals (Scopus or SCI or Annexure I)
  • Proof Reading, Plagiarism Checking and Revising
  • Thesis or Dissertation Writing

Just to let you know, our development team has shared one sample project which explains how the problem of the study was solved through effective solutions. To the end, we also listed the performance parameters that we have used for the performance evaluation of this system. 

Best Heterogeneous Network Project

Project Title: 5G Multi-RAT Video Transmissions using Dynamic Path Selection in User Preference-based Adaptive Rate Control

Environment: 5G Multiple Radio Access Technology Network

Network Entities: 5G wireless devices, 5G base station, LTE access point, wifi access points, and WiMAX access point 

Proposed Work

In this system, we sort out the problems of the existing system video transmission in the 5G multi-RAT network. In this cross-layer, we have used the RTP protocol for video transmission. Now, let’s see the four processes involved in the project. 

Optimal Access Point Selection

  • Emperor Penguin Optimization (EPO) – Select optimal access point for each user
  • Parameter: Received Signal Strength Indicator (RSSI), Signal to Interference Noise Ratio (SINR), and Data Rate 

Adaptive Video Encoding

  • H.265 Encoding algorithm – Encode video packets
  • Deep Reinforcement algorithm – Adaptive control of bit rate
    • Network Parameters: bandwidth, bit error rate, throughput, attenuation, and Signal to Noise Ratio (SNR)
    • User Parameters: high quality/low quality and processing speed of user device
  • Multi-Objective Optimization algorithm – Select optimal QP parameter for each packet
    • Parameters: distortion, previous QP value, and CSI
  • Improve the video quality 

Dynamic Path Selection 

  • Deng based Type 2 Fuzzy algorithm (Deng-T2F) algorithm – Select path(s) between source and destination
    • Parameters:buffer size, link stability, and number of hops
    • If packet size is above threshold –select multiple paths
    • If packet size below threshold –select a single path 

Adaptive Buffer Management 

  • Dynamic Round Robin algorithm – maintains the queues of interactive, demand video, and real-time
  • Priorities the Packets
  • Parameters:deadline, packet size, layer information, and arrival time
  • Monitor and Schedule the packets
  • Parameters:average packet size and queue length
  • Minimize the packet loss and waiting time

The performance of the proposed work is measured through the following performance metrics,

  • Delay (ms) versus the number of devices
  • Packet Drop Rate (%) versus the number of devices
  • Throughput (Mbps) versus the number of devices
  • MoS versus number of device
  • PSNR (db) versus the number of devices
  • Goodput (Mbps) versus the number of devices

In addition, we have enumerated several thought-provoking Heterogeneous Networks Project Ideas. All these titles are unique and interesting and they also ensure a significant contribution to the research society.

Heterogeneous Networks Project Titles 

  • An effective method for Federating Tactical Edge Networks based on Techniques towards Develop Connectivity, Security, and Network Efficiency in THNs
  • A novel Heterogeneous network selection optimization algorithm based on the Markov decision model
  • An innovative mechanism for Heterogeneous Networks Topology Optimization Based on Simulated Annealing Algorithm practice
  • The fresh function of Convergence Communication over Heterogeneous Mesh Network (HMNs) for Disaster and Underserved Areas
  • An effective methodology for Direct Target Tracking via Distributed Gaussian Particle Filtering intended for Heterogeneous Networks
  • The new-fangled process for Weighted Meta-Graph Based Graph Convolutional Networks for Representation Learning in HNs
  • A novel study for Heterogeneous Graph Embedding Structure intend Location-Based Social Network Analysis in Smart Cities
  • The fresh mechanism for Distributed Q-Learning Aided Heterogeneous Network Association aimed at Energy-Efficient IIoT
  • An inventive process for SDN-based heterogeneous network architecture with Multi-Controllers
  • Inventive New Data Fusion Strategy Based on Extreme Learning Machine Optimized via Bat Algorithm for Mobile Heterogeneous WSNs
  • A new mechanism for Software-Defined Networking-Enabled Heterogeneous Wireless Networks and Applications Convergence practice
  • An effectual Approach of Bounded Synchronization of Heterogeneous Complex Dynamical Networks
  • The new-fangled mechanism for AI-Assisted Network-Slicing Based on Next-Generation WNs
  • An innovative method for Energy-Efficient Cooperative Routing Scheme intended for Heterogeneous Wireless Sensor Networks (HWSNs)
  • The novel mechanism used for Efficient VH in Heterogeneous Low-Power Wide-Area Networks
  • The fresh function for Adaptive Dynamic Projected Embedding on Heterogeneous Information Networks
  • An effectual function for QoS-Aware Virtualization Resource Management Mechanism in 5G Backhaul Heterogeneous Networks
  • A novel method for Cell-Edge User Offloading via Flying UAV in Non-Uniform Heterogeneous Cellular Networks (HCNs)
  • An effective process of Deep Reinforcement Learning-Based on Mobility-Aware Robust Proactive Resource Allocation in HNs
  • 5G Multi-RAT Video Transmission using Dynamic Path Selection in User Preference-based Adaptive Rate Control

On the whole, if you require latest heterogeneous networks project ideas, then you can band together with us. We will help you to reach your research destination within your stipulated time.



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