Assessfy Capstone Lab Advanced 6 milestones 100 marks

Simulation and Analysis of 5G NR Beamforming Techniques for Dense Urban Small Cells

Branch: Electronics & Telecommunication Type: Industry-applied final-year Major Project Standard: Mumbai University Rev-2019 'C' Scheme (Major Project I + II) Group: up to 4 students Assessment: 6 review-based milestones (100 marks)

Real-world project · AICTE-aligned · AI-graded · Audit-ready certificate

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Milestones
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Available mentors
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Enrolled students
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Core skills
About this project

Objective: To design, simulate, and analyze 5G NR beamforming algorithms for enhancing signal quality and coverage in dense urban cell deployments.

Urban India faces escalating wireless data demand in cities like Mumbai, Delhi, and Bengaluru, leading to network congestion and poor user experience, especially in high-rise, high-density environments where traditional macro-cell architectures struggle with interference and coverage gaps.

This project proposes the simulation and performance evaluation of 5G NR beamforming techniques for small cell deployments in dense urban scenarios. Students will use industry-standard simulation tools to model urban propagation environments, implement multiple beamforming algorithms (e.g., digital, hybrid, and analog), and analyze their impact on SINR, throughput, and coverage.

The project deliverables include: simulation models for urban small cells, implementation of at least two beamforming algorithms using 5G NR standards (3GPP Rel. 15+), comparative performance analysis, and a working demonstration on MATLAB/Simulink or an open-source 5G simulator such as srsRAN. The project will also provide a cost and feasibility assessment for real-world deployment.

The outcome will guide telecom operators and infrastructure providers in optimizing 5G urban deployments, enabling improved network reliability, user experience, and efficient spectrum utilization, thus supporting India's digital growth ambitions and Smart City initiatives.

Milestones
1. Synopsis & Problem Definition (Stage-I Review-1)
10 marks 25d
Submit a synopsis outlining the 5G NR beamforming problem in urban India, reviewed for relevance and clarity by the faculty panel.
2. Literature / Market Survey & Requirement Analysis (Stage-I Review-2)
10 marks 30d
Conduct and present a survey of current 5G urban deployments, beamforming techniques, and user requirements, reviewed by internal guide.
3. System Design, Methodology & Cost Analysis (Stage-I close)
20 marks 35d
Deliver detailed system architecture, simulation methodology, algorithm selection, and initial cost analysis, evaluated in a design review meeting.
4. Implementation / Fabrication of Working Model (Stage-II Review-1)
25 marks 40d
Implement simulation models and beamforming algorithms, with demonstration of initial results to internal review committee.
5. Testing, Results & Validation (Stage-II Review-2)
20 marks 35d
Perform rigorous testing and comparative performance analysis, submit results and validation report for faculty evaluation.
6. Report, Paper & Demonstration / Oral Defense (Stage-II final Oral & Practical)
15 marks 30d
Submit comprehensive project report, research paper, and demonstrate the working simulation with Q&A before external examiner panel.
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Upcoming sessions
SessionWindowEnrolled
Simulation and Analysis of 5G NR Beamforming Techniques f... 11 Jun 2026 to 10 Jun 2028 0
Skills you'll learn
CapstoneFinal-year projectMajor projectElectronics & TelecommunicationWireless communication system simulation and modeling5G NR protocol and beamforming algorithm designMATLAB/Simulink or open-source 5G simulator implementationPerformance testing and quantitative analysis (SINRcoveragethroughput)Technical documentation and research paper writingCost and feasibility analysis in telecom scenariosTeam-based project management and collaboration
Tools used
MATLAB/Simulink with 5G ToolboxsrsRAN or OpenAirInterface (open-source 5G NR simulators)3GPP 38.300 NR standard documentationPython/NumPy for data analysisTypical Indian urban channel models (e.g.ITU-R M.2135)Microsoft Visio or Draw.io for system design diagramsLaTeX or MS Word for report and paper writing
Prerequisites
Digital CommunicationWireless CommunicationAntennas and Wave PropagationSignal Processing
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