Programme Content
Supervised and unsupervised learning
Neural networks and deep learning
Reinforcement learning for network optimisation
ML for signal processing and noise reduction
AI-driven network traffic prediction and anomaly detection
Application of ML in 5G and IoT systems
Learning Outcomes
Understand supervised and unsupervised learning, deep learning, and reinforcement learning.
Apply machine learning for signal processing, noise reduction, and network traffic prediction.
Implement AI-driven anomaly detection in communication systems.
Explore ML applications in 5G/6G and IoT networks for performance optimization
Cellular network evolution (4G, 5G, and 6G)
Channel modeling and estimation
Modulation and coding schemes
Interference management techniques, IoT/M2M communication protocols
Spectrum efficiency and resource allocation
Learning Outcomes
Explain cellular network evolution (4G, 5G, 6G) and their technical advancements. Understand channel modeling, modulation, coding, and spectrum efficiency in wireless networks.
Develop interference management techniques for IoT/M2M communication.
Analyse resource allocation strategies for optimising wireless communications
Quantum entanglement and teleportation in communication
Quantum key distribution (QKD) protocols
Quantum repeaters and networking nodes
Integration of Quantum systems with classical networks Applications of Quantum communication in secure networks
Learning Outcomes
Understand the principles of quantum entanglement and quantum key distribution (QKD).
Analyse the role of quantum repeaters and quantum networking nodes in secure communication.
Explore hybrid classical-quantum networking models for data security.
Study real-world applications of quantum communication in secure networks.
Quantum entanglement and teleportation in communication
Quantum key distribution (QKD) protocols
Quantum repeaters and networking nodes
Integration of Quantum systems with classical networks
Applications of Quantum communication in secure networks
Learning Outcomes
Learners will understand key concepts of quantum communication, including entanglement, teleportation, and Quantum Key Distribution (QKD) protocols for secure data transmission. They will explore the role of quantum repeaters and networking nodes in enhancing communication efficiency and analyse the integration of quantum systems with classical networks.
Introduction to Space-Time Diversity
MIMO Channel
MIMO Information Theory
Error Probability analysis
Transmit Diversity and space time coding
Linear STBC design
Differential coding for MIMO
Precoding
Multiuser MIMO
Massive MIMO
Recent advancement in MIMO
Learning Outcomes
Understand the fundamentals of MIMO systems, spatial multiplexing, and diversity gain.
Implement MIMO systems for improved spectral efficiency and network reliability.
Develop real-time signal processing techniques for 5G/6G networks.
Test and analyse advanced beamforming techniques in wireless communication.
Key 5G technologies
5G numerology
5G frame structure
Physical downlink shared channel(PDSCH)
Physical Downlink Control Channel(PDCCH)
Tansmit chain
Demoulation reference signal(DM-RS)
Sounding Reference Signal(SRS)
MIMO in 5G
Learning Outcomes
Gain expertise in Software-Defined Radios (SDRs) and their applications.
Explore Massive MIMO for mmWave and sub-6GHz bands for 5G/6G networks.
Analyse energy-efficient and green communication strategies in wireless networks.
Implement advanced beamforming algorithms for better network performance.
Advanced quantum error correction codes
Post-quantum cryptographic algorithms
Hybrid classical-quantum communication systems
Fault-tolerant quantum network designs
Quantum-enhanced protocols for secure data transmission
Learning Outcomes
Understand advanced quantum error correction codes and post-quantum cryptography.
Explore hybrid classical-quantum communication systems for secure data transmission.
Design fault-tolerant quantum network architectures for real-world applications.
Implement quantum-enhanced security protocols for future communication systems.
Practical project work on quantum communication, network security, or advanced wireless systems
Hands-on experimentation with quantum key distribution (QKD), hybrid classical-quantum systems, and testing of new communication protocols.
Learning Outcomes
Apply theoretical concepts to practical projects in quantum communication, network security, or advanced wireless systems.
Gain hands-on experience with Quantum Key Distribution (QKD), hybrid classical-quantum systems, and the testing of new communication protocols.
Enhance problem-solving skills, research capabilities, and technical proficiency in cutting-edge communication technologies.
Online PG Diplomas are the academic programme of IIT Delhi, and there is no campus placement or assistance provided from IIT Delhi in these programmes.
The evaluation of minor projects is subject to the faculty's discretion, based on academic guidelines and instructional objectives. Assessment criteria may vary depending on the nature of the project and its alignment with the course framework.
