Distributed Resource Allocation in Device to Devise Five G
Device-to-Device communication in cellular networks is the literal direct communication between two mobile users without traversing the Base Station or core network. Specifically Our project revolves around the concept of Distributed Resource Allocation which inculcates assignment of resources
2025-06-28 16:32:10 - Adil Khan
Distributed Resource Allocation in Device to Devise Five G
Project Area of Specialization Information & Communication TechnologyProject SummaryDevice-to-Device communication in cellular networks is the literal direct communication between two mobile users without traversing the Base Station or core network. Specifically Our project revolves around the concept of Distributed Resource Allocation which inculcates assignment of resources in run-time and independent resource distribution among the presumed nodes in the smartest technical manner possible. A set of numerous heuristic algorithms have already been and are in the process of designing to Re-use resources efficiently whilst significantly Downsizing Communication Nuisances such as Interference ( e.g Co-channel interference, Adjacent channel interference).
In parallel with the pretension of our own algorithm, the attained results are being benchmarked with the statistics and algorithms of previous similar projects.
A categorical approach has been adopted by us to Refer to renowned and well-cited Published research papers in an extensive manner, this too, for the purpose of divisive and independent benchmarking for different domains of the project Mainly Algorithm composition, Network Simulation and most importantly Hardware Simulation using DSP-Kits as the main Tool.
Project ObjectivesThe Core Objectives of our project are as follows:
-Development of a concise Algorithm to improve Spectral efficiency whilst reducing Interference
-Multiple trials of benchmarking of the proposed algorithm's results with previous similar algorithms.
-Publication of a Research paper also containing the utilization methods of the hardware tools.
Project Implementation MethodThe implemention process has been divided as follows:
1) Research and extensive study of similar hardware based Resource allocation technique Research Papers.
2) Composition of Algorithms on MATLAB alongwith numerous benchmarking techniques.
3) Simulation of the proposed algorithm on a Network Simulator.
4) Parallel Implementation and integration of the proposed algorithms on CYCLONE 2 starter development board.
Benefits of the ProjectThe advantages of D2D communications go beyond spectral efficiency; they can potentially improve throughput, energy efficiency, delay, and fairness.
Whether D2D communications are developed with or without the network infrastructure in mind, it allows more devices to be connected with boosted data rate and reduced latency. D2D may be one of the essential technologies to support 5G wireless network challenges in many industries.
If judged from the aspect of how this project would supplement a better set of communication techniques, We can consider the common example of frequently natural disasters strike anomalously and globally. If we consider an instance where an earthquake strikes a populated city with hundreds of Centralized Base-Stations, the earthquake would probably disrupt numerous prioritized communication channels. However if the set of techniques which we are collectively owing to implement are adopted on such a mass scale then disruption in wireless communication would remain uniterrupted in all sorts of unprecedented scenarios.
Technical Details of Final DeliverableFirst we will develop distance based algorithm and will simulate it on matlab and will record the results to compare it with previous researches result.
Now the second step is to design the code on simulink before going towards hardware to check that our design is working properly or not.
Then after that will interface simulink with cyclone-2(which is basically a Dsp-kit)
We will show our desired results on dsp-kit so that our results are not limited to software only but can be implemented on hardware to be use by telecom companies later on.
So for this purpose we need dspkit cyclone 2 for our final year project
Thats how we can increase the worth of our project as we can launch it as a product in market and people can use it to fulfil their needs.
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 50000 | |||
| Cyclone II (FPGA Starter development Board) | Equipment | 1 | 50000 | 50000 |