MWN Lab, IIT Kanpur

MWN Lab, IIT Kanpur Welcome to the Multimedia Wireless Networks (MWN) Lab at IIT Kanpur.

Faculty and student members of MWN are involved in carrying out research on cutting edge technologies for Next Gen Wireless Networks, with a special emphasis on 5G. The aim of the lab is to develop robust techniques and transceiver architectures for reliable signal transmission and reception in mobile cellular and WiFi systems. The projects being carried out are focused on solving high impact challenging issues related to signal coding, communication and processing, and developing solutions that can be rapidly prototyped for baseband ASIC implementation in mobile wireless devices.

๐‚๐จ๐ง๐ ๐ซ๐š๐ญ๐ฎ๐ฅ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐ญ๐จ ๐ƒ๐ซ. ๐’๐ฎ๐ซ๐š๐ฃ ๐’๐ซ๐ข๐ฏ๐š๐ฌ๐ญ๐š๐ฏ๐š! ๐Ÿ‘๐๐ซ๐จ๐Ÿ. ๐’๐ฎ๐ซ๐š๐ฃ ๐’๐ซ๐ข๐ฏ๐š๐ฌ๐ญ๐š๐ฏ๐š, ๐„๐‚๐„ ๐ƒ๐ž๐ฉ๐š๐ซ๐ญ๐ฆ๐ž๐ง๐ญ, ๐ˆ๐ˆ๐“ ๐‰๐จ๐๐ก๐ฉ๐ฎ๐ซ & ๐š๐ฅ๐ฎ๐ฆ๐ง๐ฎ๐ฌ ๐จ๐Ÿ ๐ญ๐ก๐ž ๐Œ๐ฎ๐ฅ๐ญ๐ข๐ฆ๐ž๐๐ข...
08/08/2026

๐‚๐จ๐ง๐ ๐ซ๐š๐ญ๐ฎ๐ฅ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐ญ๐จ ๐ƒ๐ซ. ๐’๐ฎ๐ซ๐š๐ฃ ๐’๐ซ๐ข๐ฏ๐š๐ฌ๐ญ๐š๐ฏ๐š! ๐Ÿ‘

๐๐ซ๐จ๐Ÿ. ๐’๐ฎ๐ซ๐š๐ฃ ๐’๐ซ๐ข๐ฏ๐š๐ฌ๐ญ๐š๐ฏ๐š, ๐„๐‚๐„ ๐ƒ๐ž๐ฉ๐š๐ซ๐ญ๐ฆ๐ž๐ง๐ญ, ๐ˆ๐ˆ๐“ ๐‰๐จ๐๐ก๐ฉ๐ฎ๐ซ & ๐š๐ฅ๐ฎ๐ฆ๐ง๐ฎ๐ฌ ๐จ๐Ÿ ๐ญ๐ก๐ž ๐Œ๐ฎ๐ฅ๐ญ๐ข๐ฆ๐ž๐๐ข๐š ๐–๐ข๐ซ๐ž๐ฅ๐ž๐ฌ๐ฌ ๐๐ž๐ญ๐ฐ๐จ๐ซ๐ค๐ฌ (๐Œ๐–๐) ๐†๐ซ๐จ๐ฎ๐ฉ ๐š๐ญ ๐ˆ๐ง๐๐ข๐š๐ง ๐ˆ๐ง๐ฌ๐ญ๐ข๐ญ๐ฎ๐ญ๐ž ๐จ๐Ÿ ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ฒ, ๐Š๐š๐ง๐ฉ๐ฎ๐ซ (๐ˆ๐ˆ๐“๐Š), has been selected for the prestigious ๐๐š๐ญ๐ข๐จ๐ง๐š๐ฅ ๐€๐œ๐š๐๐ž๐ฆ๐ฒ ๐จ๐Ÿ ๐’๐œ๐ข๐ž๐ง๐œ๐ž๐ฌ, ๐ˆ๐ง๐๐ข๐š (๐๐€๐’๐ˆ) ๐Œ๐ž๐ฆ๐›๐ž๐ซ๐ฌ๐ก๐ข๐ฉ ๐Ÿ๐ŸŽ๐Ÿ๐Ÿ”. For his outstanding and impactful research contributions.

We extend our ๐ก๐ž๐š๐ซ๐ญ๐Ÿ๐ž๐ฅ๐ญ ๐œ๐จ๐ง๐ ๐ซ๐š๐ญ๐ฎ๐ฅ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐ญ๐จ ๐ƒ๐ซ. ๐’๐ซ๐ข๐ฏ๐š๐ฌ๐ญ๐š๐ฏ๐š and wish him continued success in his research, academic pursuits, and future endeavours.

๐ŸŽ‰ ๐๐ฎ๐›๐ฅ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐‡๐ข๐ ๐ก๐ฅ๐ข๐ ๐ก๐ญ | ๐ˆ๐„๐„๐„ ๐“๐ซ๐š๐ง๐ฌ๐š๐œ๐ญ๐ข๐จ๐ง๐ฌ ๐จ๐ง ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ We are pleased to share that our paper,"๐’๐ฉ๐š๐ซ๐ฌ๐ž ๐‚๐ก๐š๐ง๐ง๐ž๐ฅ ๐„๐ฌ๐ญ...
08/08/2026

๐ŸŽ‰ ๐๐ฎ๐›๐ฅ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐‡๐ข๐ ๐ก๐ฅ๐ข๐ ๐ก๐ญ | ๐ˆ๐„๐„๐„ ๐“๐ซ๐š๐ง๐ฌ๐š๐œ๐ญ๐ข๐จ๐ง๐ฌ ๐จ๐ง ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ

We are pleased to share that our paper,"๐’๐ฉ๐š๐ซ๐ฌ๐ž ๐‚๐ก๐š๐ง๐ง๐ž๐ฅ ๐„๐ฌ๐ญ๐ข๐ฆ๐š๐ญ๐ข๐จ๐ง ๐Ÿ๐จ๐ซ ๐Œ๐ˆ๐Œ๐Ž ๐Ž๐“๐…๐’/๐Ž๐“๐’๐Œ ๐’๐ฒ๐ฌ๐ญ๐ž๐ฆ๐ฌ ๐”๐ฌ๐ข๐ง๐  ๐…๐ข๐ง๐ข๐ญ๐ž-๐‘๐ž๐ฌ๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง ๐€๐ƒ๐‚๐ฌ" ๐›๐ฒ ๐€๐ง๐š๐ง๐ ๐Œ๐ž๐ก๐ซ๐จ๐ญ๐ซ๐š, ๐’๐ฎ๐ซ๐š๐ฃ ๐’๐ซ๐ข๐ฏ๐š๐ฌ๐ญ๐š๐ฏ๐š, ๐’๐ก๐š๐ง๐ฆ๐ฎ๐ ๐ก๐š๐ง๐š๐๐ก๐š ๐‘๐ž๐๐๐ฒ, ๐€๐๐ข๐ญ๐ฒ๐š ๐Š. ๐‰๐š๐ ๐š๐ง๐ง๐š๐ญ๐ก๐š๐ฆ, ๐š๐ง๐ ๐‹๐š๐ฃ๐จ๐ฌ ๐‡๐š๐ง๐ณ๐จ ๐ก๐š๐ฌ ๐›๐ž๐ž๐ง ๐ฉ๐ฎ๐›๐ฅ๐ข๐ฌ๐ก๐ž๐ ๐ข๐ง ๐ญ๐ก๐ž ๐ˆ๐„๐„๐„ ๐“๐ซ๐š๐ง๐ฌ๐š๐œ๐ญ๐ข๐จ๐ง๐ฌ ๐จ๐ง ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ, Vol. 73, No. 6, June 2025.
DOI: 10.1109/TCOMM.2024.3502682

๐‘๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก ๐‡๐ข๐ ๐ก๐ฅ๐ข๐ ๐ก๐ญ๐ฌ
As next-generation wireless systems move towards higher bandwidths and larger antenna arrays, the power consumption and hardware cost of high-resolution ADCs have become significant challenges. This work addresses these issues by developing sparse channel estimation techniques for MIMO OTFS and MIMO OTSM systems operating with finite-resolution ADCs.

๐“๐ก๐ž ๐ฉ๐š๐ฉ๐ž๐ซ ๐ข๐ง๐ญ๐ซ๐จ๐๐ฎ๐œ๐ž๐ฌ:
Sparse CSI estimation for MIMO-OTFS/OTSM with low-resolution ADCs.
Novel VBL-based channel estimation and quantization-aware MMSE detection.
Improved performance with reduced hardware complexity and energy consumption for future 6G wireless systems.

๐ˆ๐„๐„๐„ ๐•๐ž๐ก๐ข๐œ๐ฎ๐ฅ๐š๐ซ ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ฒ ๐’๐จ๐œ๐ข๐ž๐ญ๐ฒ ๐’๐ญ๐ฎ๐๐ž๐ง๐ญ ๐’๐œ๐ก๐จ๐ฅ๐š๐ซ๐ฌ๐ก๐ข๐ฉ ๐€๐ฐ๐š๐ซ๐ ๐Ÿ๐ŸŽ๐Ÿ๐Ÿ”!We are delighted to announce that ๐Œ๐ฌ. ๐€๐›๐ก๐ข๐ฌ๐ก๐š ๐†๐š๐ซ๐ , PhD...
08/08/2026

๐ˆ๐„๐„๐„ ๐•๐ž๐ก๐ข๐œ๐ฎ๐ฅ๐š๐ซ ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ฒ ๐’๐จ๐œ๐ข๐ž๐ญ๐ฒ ๐’๐ญ๐ฎ๐๐ž๐ง๐ญ ๐’๐œ๐ก๐จ๐ฅ๐š๐ซ๐ฌ๐ก๐ข๐ฉ ๐€๐ฐ๐š๐ซ๐ ๐Ÿ๐ŸŽ๐Ÿ๐Ÿ”!

We are delighted to announce that ๐Œ๐ฌ. ๐€๐›๐ก๐ข๐ฌ๐ก๐š ๐†๐š๐ซ๐ , PhD scholar, working under the supervision of Prof Aditya K. Jagannatham, has been granted the ๐ˆ๐„๐„๐„ ๐•๐“๐’ ๐ฌ๐ญ๐ฎ๐๐ž๐ง๐ญ ๐ฌ๐œ๐ก๐จ๐ฅ๐š๐ซ๐ฌ๐ก๐ข๐ฉ for the year 2026.

๐–๐ž ๐œ๐จ๐ง๐ ๐ซ๐š๐ญ๐ฎ๐ฅ๐š๐ญ๐ž ๐ก๐ž๐ซ ๐จ๐ง ๐ญ๐ก๐ข๐ฌ ๐ฐ๐ž๐ฅ๐ฅ-๐๐ž๐ฌ๐ž๐ซ๐ฏ๐ž๐ ๐š๐œ๐ก๐ข๐ž๐ฏ๐ž๐ฆ๐ž๐ง๐ญ!

๐Ÿš€ Shaping the Future of 6G Wireless Communications ๐Ÿ“กExcited to showcase the work happening at the Multimedia Wireless Ne...
08/08/2026

๐Ÿš€ Shaping the Future of 6G Wireless Communications ๐Ÿ“ก

Excited to showcase the work happening at the Multimedia Wireless Networks (MWN) Laboratory, Department of Electrical Engineering, IIT Kanpur!

From Massive MIMO and THz/mmWave systems to Intelligent Reflecting Surfaces (RIS), Integrated Sensing & Communications (ISAC), and AI-driven wireless networks โ€” we're pushing the boundaries of what 6G can deliver. ๐ŸŒ

๐Ÿ”ฌ Research Areas: 5G/6G Networks | Massive MIMO | THz Comms | mmWave | OTFS Modulation | RIS | ISAC | AI for Wireless | Bayesian Signal Processing | ML for Communications

๐Ÿ† World-class research | High-impact IEEE publications | Industry-sponsored projects | Graduate research opportunities

Join us in building the next generation of wireless networks. Research. Learn. Innovate.

๐Ÿ”— www.iitk.ac.in/mwn/

Transform your career! Learn 5G and 6G with PYTHON Projects!https://www.iitk.ac.in/mwn/IITK6G/index.htmlIIT KANPUR Certi...
30/07/2026

Transform your career! Learn 5G and 6G with PYTHON Projects!
https://www.iitk.ac.in/mwn/IITK6G/index.html
IIT KANPUR Certificate Program on PYTHON + MATLAB/ OCTAVE-Based Simulation and Design of 5G/ 6G Wireless Technologies
2nd September to 30th September 2026

Are you ready for 5G and 6G? Transform your career!
Welcome to the IIT KANPUR Certificate Program on PYTHON + MATLAB/ OCTAVE-Based Simulation and Design of 5G/ 6G Wireless Technologies. With 5G systems being rapidly deployed around the globe, there is accelerated development of Beyond 5G (B5G) and 6G wireless technologies that break the barriers of 5G. This is a unique 5 week cutting edge project based training school that will feature exhaustive lecture modules and several PYTHON/ MATLAB projects/ case-studies on the latest MIMO, Massive MIMO, mmWave MIMO, NOMA technologies for 5G/B5G and OTFS (Orthogonal Time Frequency Space), IRS (Intelligent reflecting surface) for 6G. OTFS is a cutting-edge 2D modulation technique that operates in the Delay-Doppler domain, while IRS is another novel technology that enables dynamically altering the radio propagation environment to achieve a phenomenal boost in the capacities. This certification program will feature exhaustive tutorial style lecture modules and several intensive supervised PYTHON/ MATLAB/ OCTAVE programming modules so that participants are able to gain practical hands-on experience of working on state-of-the-art 5G/ 6G projects. The pioneering technologies that will be covered in this program are

โ€ข Module 1: Massive MIMO
โ€ข Module 2: mmWave MIMO
โ€ข Module 3: NOMA
โ€ข Module 4: OTFS
โ€ข Module 5: IRS
โ€ข Module 6: Terahertz

All the modules will be held on evenings for convenience of participants. The program also includes several Distinguished Lectures by industry leaders! No prior knowledge of PYTHON/ MATLAB/ OCTAVE is required. The school includes introduction to programming in PYTHON/ MATLAB/ OCTAVE, along with TA supervised coding sessions for 5G/ 6G projects.

Register Now:
https://www.iitk.ac.in/mwn/IITK6G/registration.html

Filling fast!! Do not miss the registration deadline!

Last date for Regular registration: 17th, August 2026
Last date for Spot registration: 1st, September 2026

For queries, contact us
e-mail: [email protected]
Ms. Parul Srivastava: +91-7054568434
https://www.iitk.ac.in/mwn/IITK6G/contact.html

๐…๐จ๐ซ ๐ญ๐ก๐ž ๐ฅ๐š๐ญ๐ž๐ฌ๐ญ ๐ง๐ž๐ฐ๐ฌ, ๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก ๐š๐ง๐ ๐ข๐ง๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ข๐จ๐ง, ๐Ÿ๐จ๐ฅ๐ฅ๐จ๐ฐ ๐ฎ๐ฌ ๐จ๐ง ๐จ๐ฎ๐ซ ๐ฌ๐จ๐œ๐ข๐š๐ฅ ๐ฌ๐ข๐ญ๐ž๐ฌ!
https://www.linkedin.com/in/aditya-k-jagannatham-7236231ba/
https://www.youtube.com/channel/UCsLVXHQPZvhr3nzx7fhduoQ
https://www.facebook.com/MWN-Lab-IIT-Kanpur-104278678077422/
https://www.instagram.com/mwn.lab.iitk/
https://twitter.com/LabMwn

Regards,
Team IIT Kanpur Certification Programs
On behalf of
Prof. Aditya K. Jagannatham
Professor
IIT Kanpur

๐‹๐š๐ฌ๐ญ ๐Ÿ๐ž๐ฐ ๐๐š๐ฒ๐ฌ ๐ญ๐จ ๐‰๐จ๐ข๐ง ๐จ๐ฎ๐ซ ๐๐๐“๐„๐‹ ๐Œ๐Ž๐Ž๐‚ ๐€๐ฉ๐ฉ๐ฅ๐ข๐ž๐ ๐‹๐ข๐ง๐ž๐š๐ซ ๐€๐ฅ๐ ๐ž๐›๐ซ๐š ๐Ÿ๐จ๐ซ ๐’๐ข๐ ๐ง๐š๐ฅ ๐๐ซ๐จ๐œ๐ž๐ฌ๐ฌ๐ข๐ง๐ , ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ ๐š๐ง๐ ๐Œ๐š๐œ๐ก๐ข๐ง๐ž ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐ ๐“๐จ...
24/07/2026

๐‹๐š๐ฌ๐ญ ๐Ÿ๐ž๐ฐ ๐๐š๐ฒ๐ฌ ๐ญ๐จ ๐‰๐จ๐ข๐ง ๐จ๐ฎ๐ซ ๐๐๐“๐„๐‹ ๐Œ๐Ž๐Ž๐‚ ๐€๐ฉ๐ฉ๐ฅ๐ข๐ž๐ ๐‹๐ข๐ง๐ž๐š๐ซ ๐€๐ฅ๐ ๐ž๐›๐ซ๐š ๐Ÿ๐จ๐ซ ๐’๐ข๐ ๐ง๐š๐ฅ ๐๐ซ๐จ๐œ๐ž๐ฌ๐ฌ๐ข๐ง๐ , ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ ๐š๐ง๐ ๐Œ๐š๐œ๐ก๐ข๐ง๐ž ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐ 

๐“๐จ ๐ฃ๐จ๐ข๐ง ๐ฏ๐ข๐ฌ๐ข๐ญ: https://onlinecourses.nptel.ac.in/e-learning/preview/noc26_ee157

This course aims to introduce students to all the basic and advanced concepts in Linear Algebra with a strong focus on applications. Linear Algebra is one of the fundamental tools that has applications in diverse fields such as Machine Learning, Data Analytics, Signal Processing, Wireless Communication, Operations Research, Control and Finance.

The various topics and applications that will be covered in different areas are as follows:

๐–๐ข๐ซ๐ž๐ฅ๐ž๐ฌ๐ฌ: MIMO/ OFDM systems, Beamforming, Channel Estimation
๐Œ๐š๐œ๐ก๐ข๐ง๐ž ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐ : Regression, Clustering, EM Algorithm, Perceptron, SVM/ Kernel SVM, Principal Component Analysis (PCA), Face recognition
๐’๐ข๐ ๐ง๐š๐ฅ ๐๐ซ๐จ๐œ๐ž๐ฌ๐ฌ๐ข๐ง๐ : Signal Estimation, Regularization, Compressive Sensing, Image Compression, Robotics and Dynamical systems
๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ: Recommender systems, Data completion, Data prediction, forecasting, Optimal Estimation, Financial models
๐Ž๐ฉ๐ž๐ซ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐‘๐ž๐ฌ๐š๐ซ๐œ๐ก: Markov chains, inventory management, supply chain management
๐Œ๐ข๐ฌ๐œ๐ž๐ฅ๐ฅ๐š๐ง๐ž๐จ๐ฎ๐ฌ ๐€๐ฉ๐ฉ๐ฅ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ: Electrical circuits, Graph models and social networks, Traffic flow management

The course is suitable for all UG/PG students and practicing engineers/ scientists/ managers from the diverse fields mentioned above and interested in learning about the novel cutting edge applications of linear algebra in various fields such as Machine Learning, Data Analytics, Signal Processing, Wireless Communication.

๐ˆ๐๐“๐„๐๐ƒ๐„๐ƒ ๐€๐”๐ƒ๐ˆ๐„๐๐‚๐„ :
Students in Electrical Engineering, Electronics and Communication
Engineering, Mathematics, Economics, Computer Science
Practicing engineers -Technical and Non-technical managers of Telecomm companies
Students preparing for Competitive Exams with focus on Wireless Communication, Signal Processing, Machine Learning
Students pursuing projects or research in Machine Learning, Data Analytics and Signal Processing/ Communication

๐ˆ๐๐ƒ๐”๐’๐“๐‘๐ˆ๐„๐’ ๐’๐”๐๐๐Ž๐‘๐“: Qualcomm, Intel, Samsung, Google and other technology companies

By Prof. Aditya K. Jagannatham
Professor
EE Department
IIT Kanpur
๐…๐จ๐ซ ๐ฆ๐จ๐ซ๐ž ๐ข๐ง๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ข๐จ๐ง ๐ฏ๐ข๐ฌ๐ข๐ญ: https://home.iitk.ac.in/~adityaj/

๐‹๐š๐ฌ๐ญ ๐Ÿ๐ž๐ฐ ๐๐š๐ฒ๐ฌ ๐ญ๐จ ๐‰๐จ๐ข๐ง ๐จ๐ฎ๐ซ ๐๐๐“๐„๐‹ ๐Œ๐Ž๐Ž๐‚ ๐๐ซ๐ข๐ง๐œ๐ข๐ฉ๐ฅ๐ž๐ฌ ๐จ๐Ÿ ๐Œ๐จ๐๐ž๐ซ๐ง ๐‚๐ƒ๐Œ๐€/ ๐Œ๐ˆ๐Œ๐Ž/ ๐Ž๐…๐ƒ๐Œ ๐–๐ข๐ซ๐ž๐ฅ๐ž๐ฌ๐ฌ ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ!To join visit: https:...
22/07/2026

๐‹๐š๐ฌ๐ญ ๐Ÿ๐ž๐ฐ ๐๐š๐ฒ๐ฌ ๐ญ๐จ ๐‰๐จ๐ข๐ง ๐จ๐ฎ๐ซ ๐๐๐“๐„๐‹ ๐Œ๐Ž๐Ž๐‚ ๐๐ซ๐ข๐ง๐œ๐ข๐ฉ๐ฅ๐ž๐ฌ ๐จ๐Ÿ ๐Œ๐จ๐๐ž๐ซ๐ง ๐‚๐ƒ๐Œ๐€/ ๐Œ๐ˆ๐Œ๐Ž/ ๐Ž๐…๐ƒ๐Œ ๐–๐ข๐ซ๐ž๐ฅ๐ž๐ฌ๐ฌ ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ!
To join visit: https://onlinecourses.nptel.ac.in/e-learning/preview/noc26_ee115

The field of wireless communications has witnessed revolutionary technology developments in the last decade. While previously there existed only 2G GSM based communication systems which supported a data rate of around 10 Kbps, several radical wireless technologies have been developed in the last 10 years to enable broadband wireless access with rates in excess of 100 Mbps. These have subsequently led to the development of 3G and 4G wireless technologies such as HSDPA (High Speed Downlink Packet Access), LTE (Long Term Evolution) and WiMAX (Worldwide Interoperability for Microwave Access). This has been made possible through breakthrough wireless technologies such as Code Division for Multiple Access (CDMA), Orthogonal Frequency Division Multiplexing (OFDM), Multiple Input Multiple Output (MIMO).These techniques form the basis of understanding the world of 3G/4G wireless communication systems. This course will present an elaborate introduction to the principles and performance of these fundamental 3G/ 4G wireless technologies.

๐ˆ๐๐“๐„๐๐ƒ๐„๐ƒ ๐€๐”๐ƒ๐ˆ๐„๐๐‚๐„: The intended audience is students, practicing engineers, technical and non-technical managers of telecom companies, students preparing for competitive exams with communication engineering subject

๐๐‘๐„-๐‘๐„๐๐”๐ˆ๐’๐ˆ๐“๐„๐’: Basic knowledge of - Probability, random variables, Digital modulation, BPSK, QPSK etc

๐ˆ๐๐ƒ๐”๐’๐“๐‘๐˜ ๐’๐”๐๐๐Ž๐‘๐“: Most companies in the wireless communications area should find this useful. Examples are Qualcomm, Broadcom, Intel etc.

By Prof. Aditya K. Jagannatham
Professor
EE Department
IIT Kanpur
For more information visit: https://home.iitk.ac.in/~adityaj/

Transform your career! Learn 5G and 6G with PYTHON Projects!https://www.iitk.ac.in/mwn/IITK6G/index.htmlIIT KANPUR Certi...
16/07/2026

Transform your career! Learn 5G and 6G with PYTHON Projects!
https://www.iitk.ac.in/mwn/IITK6G/index.html
IIT KANPUR Certificate Program on PYTHON + MATLAB/ OCTAVE-Based Simulation and Design of 5G/ 6G Wireless Technologies
2nd September to 30th September 2026

Are you ready for 5G and 6G? Transform your career!
Welcome to the IIT KANPUR Certificate Program on PYTHON + MATLAB/ OCTAVE-Based Simulation and Design of 5G/ 6G Wireless Technologies. With 5G systems being rapidly deployed around the globe, there is accelerated development of Beyond 5G (B5G) and 6G wireless technologies that break the barriers of 5G. This is a unique 5 week cutting edge project based training school that will feature exhaustive lecture modules and several PYTHON/ MATLAB projects/ case-studies on the latest MIMO, Massive MIMO, mmWave MIMO, NOMA technologies for 5G/B5G and OTFS (Orthogonal Time Frequency Space), IRS (Intelligent reflecting surface) for 6G. OTFS is a cutting-edge 2D modulation technique that operates in the Delay-Doppler domain, while IRS is another novel technology that enables dynamically altering the radio propagation environment to achieve a phenomenal boost in the capacities. This certification program will feature exhaustive tutorial style lecture modules and several intensive supervised PYTHON/ MATLAB/ OCTAVE programming modules so that participants are able to gain practical hands-on experience of working on state-of-the-art 5G/ 6G projects. The pioneering technologies that will be covered in this program are

โ€ข Module 1: Massive MIMO
โ€ข Module 2: mmWave MIMO
โ€ข Module 3: NOMA
โ€ข Module 4: OTFS
โ€ข Module 5: IRS
โ€ข Module 6: Terahertz

All the modules will be held on evenings for convenience of participants. The program also includes several Distinguished Lectures by industry leaders! No prior knowledge of PYTHON/ MATLAB/ OCTAVE is required. The school includes introduction to programming in PYTHON/ MATLAB/ OCTAVE, along with TA supervised coding sessions for 5G/ 6G projects.

Register Now:
https://www.iitk.ac.in/mwn/IITK6G/registration.html

Filling fast!! Do not miss the registration deadline!
Last date for Early bird registration: 27th July 2026
Last date for Regular registration: 17th August 2026

For queries, contact us
e-mail: [email protected]
Ms. Parul Srivastava: +91-7054568434
https://www.iitk.ac.in/mwn/IITK6G/contact.html
๐…๐จ๐ซ ๐ญ๐ก๐ž ๐ฅ๐š๐ญ๐ž๐ฌ๐ญ ๐ง๐ž๐ฐ๐ฌ, ๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก ๐š๐ง๐ ๐ข๐ง๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ข๐จ๐ง, ๐Ÿ๐จ๐ฅ๐ฅ๐จ๐ฐ ๐ฎ๐ฌ ๐จ๐ง ๐จ๐ฎ๐ซ ๐ฌ๐จ๐œ๐ข๐š๐ฅ ๐ฌ๐ข๐ญ๐ž๐ฌ!
https://www.linkedin.com/in/aditya-k-jagannatham-7236231ba/
https://www.youtube.com/channel/UCsLVXHQPZvhr3nzx7fhduoQ
https://www.facebook.com/MWN-Lab-IIT-Kanpur-104278678077422/
https://www.instagram.com/mwn.lab.iitk/
https://twitter.com/LabMwn

Regards,
Team IIT Kanpur Certification Programs
On behalf of
Prof. Aditya K. Jagannatham
Professor
IIT Kanpur

๐“๐ซ๐š๐ง๐ฌ๐Ÿ๐จ๐ซ๐ฆ ๐ฒ๐จ๐ฎ๐ซ ๐œ๐š๐ซ๐ž๐ž๐ซ! ๐‹๐ž๐š๐ซ๐ง ๐Ÿ“๐† ๐š๐ง๐ ๐Ÿ”๐† ๐ฐ๐ข๐ญ๐ก ๐๐˜๐“๐‡๐Ž๐ ๐๐ซ๐จ๐ฃ๐ž๐œ๐ญ๐ฌ!https://www.iitk.ac.in/mwn/IITK6G/index.htmlIIT KANPUR Certi...
03/07/2026

๐“๐ซ๐š๐ง๐ฌ๐Ÿ๐จ๐ซ๐ฆ ๐ฒ๐จ๐ฎ๐ซ ๐œ๐š๐ซ๐ž๐ž๐ซ! ๐‹๐ž๐š๐ซ๐ง ๐Ÿ“๐† ๐š๐ง๐ ๐Ÿ”๐† ๐ฐ๐ข๐ญ๐ก ๐๐˜๐“๐‡๐Ž๐ ๐๐ซ๐จ๐ฃ๐ž๐œ๐ญ๐ฌ!
https://www.iitk.ac.in/mwn/IITK6G/index.html
IIT KANPUR Certificate Program on PYTHON + MATLAB/ OCTAVE-Based Simulation and Design of 5G/ 6G Wireless Technologies
2nd September to 30th September 2026

๐€๐ซ๐ž ๐ฒ๐จ๐ฎ ๐ซ๐ž๐š๐๐ฒ ๐Ÿ๐จ๐ซ ๐Ÿ“๐† ๐š๐ง๐ ๐Ÿ”๐†? ๐“๐ซ๐š๐ง๐ฌ๐Ÿ๐จ๐ซ๐ฆ ๐ฒ๐จ๐ฎ๐ซ ๐œ๐š๐ซ๐ž๐ž๐ซ!

Welcome to the ๐ˆ๐ˆ๐“ ๐Š๐€๐๐๐”๐‘ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ž ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ ๐จ๐ง ๐๐˜๐“๐‡๐Ž๐ + ๐Œ๐€๐“๐‹๐€๐/ ๐Ž๐‚๐“๐€๐•๐„-๐๐š๐ฌ๐ž๐ ๐’๐ข๐ฆ๐ฎ๐ฅ๐š๐ญ๐ข๐จ๐ง ๐š๐ง๐ ๐ƒ๐ž๐ฌ๐ข๐ ๐ง ๐จ๐Ÿ ๐Ÿ“๐†/ ๐Ÿ”๐† ๐–๐ข๐ซ๐ž๐ฅ๐ž๐ฌ๐ฌ ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ. With 5G systems being rapidly deployed around the globe, there is accelerated development of Beyond 5G (B5G) and 6G wireless technologies that break the barriers of 5G. This is a unique 5 week cutting edge project based training school that will feature exhaustive lecture modules and several PYTHON/ MATLAB projects/ case-studies on the latest MIMO, Massive MIMO, mmWave MIMO, NOMA technologies for 5G/B5G and OTFS (Orthogonal Time Frequency Space), IRS (Intelligent reflecting surface) for 6G. OTFS is a cutting-edge ๐Ÿ๐ƒ ๐ฆ๐จ๐๐ฎ๐ฅ๐š๐ญ๐ข๐จ๐ง ๐ญ๐ž๐œ๐ก๐ง๐ข๐ช๐ฎ๐ž that operates in the ๐ƒ๐ž๐ฅ๐š๐ฒ-๐ƒ๐จ๐ฉ๐ฉ๐ฅ๐ž๐ซ domain, while IRS is another novel technology that enables dynamically altering the radio propagation environment to achieve a phenomenal boost in the capacities. This certification program will feature exhaustive tutorial style lecture modules and several intensive supervised PYTHON/ MATLAB/ OCTAVE programming modules so that participants are able to gain practical hands-on experience of working on state-of-the-art 5G/ 6G projects. The pioneering technologies that will be covered in this program are

ยท Module 1: Massive MIMO

ยท Module 2: mmWave MIMO

ยท Module 3: NOMA

ยท Module 4: OTFS

ยท Module 5: IRS

ยท Module 6: Terahertz

All the modules will be held on evenings for convenience of participants. The program also includes several Distinguished Lectures by industry leaders! No prior knowledge of PYTHON/ MATLAB/ OCTAVE is required. The school includes introduction to programming in PYTHON/ MATLAB/ OCTAVE, along with TA supervised coding sessions for 5G/ 6G projects.

๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐๐จ๐ฐ:

https://www.iitk.ac.in/mwn/IITK6G/registration.html

Filling fast!! Do not miss the registration deadline!

Last date for Flash registration: 12th, July, 2026

Last date for Early bird registration: 27th, July, 2026

๐…๐จ๐ซ ๐ช๐ฎ๐ž๐ซ๐ข๐ž๐ฌ, ๐œ๐จ๐ง๐ญ๐š๐œ๐ญ ๐ฎ๐ฌ

e-mail: [email protected]

Ms. Parul Srivastava: +91-7054568434

https://www.iitk.ac.in/mwn/IITK6G/contact.html

๐…๐จ๐ซ ๐ญ๐ก๐ž ๐ฅ๐š๐ญ๐ž๐ฌ๐ญ ๐ง๐ž๐ฐ๐ฌ, ๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก ๐š๐ง๐ ๐ข๐ง๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ข๐จ๐ง, ๐Ÿ๐จ๐ฅ๐ฅ๐จ๐ฐ ๐ฎ๐ฌ ๐จ๐ง ๐จ๐ฎ๐ซ ๐ฌ๐จ๐œ๐ข๐š๐ฅ ๐ฌ๐ข๐ญ๐ž๐ฌ!

https://www.linkedin.com/in/aditya-k-jagannatham-7236231ba/

https://www.youtube.com/channel/UCsLVXHQPZvhr3nzx7fhduoQ

https://www.facebook.com/MWN-Lab-IIT-Kanpur-104278678077422/

https://www.instagram.com/mwn.lab.iitk/

https://twitter.com/LabMwn

Regards,

Team IIT Kanpur Certification Programs

On behalf of

Prof. Aditya K. Jagannatham

Professor

IIT Kanpur

๐— ๐—ฒ๐—ฒ๐˜ ๐—ข๐˜‚๐—ฟ ๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€!IIT KANPUR Certificate Program on PYTHON + MATLAB/ OCTAVE-Based Simulation and Design of 5G/ 6G Wirele...
23/06/2026

๐— ๐—ฒ๐—ฒ๐˜ ๐—ข๐˜‚๐—ฟ ๐—ฆ๐—ฝ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ๐˜€!
IIT KANPUR Certificate Program on PYTHON + MATLAB/ OCTAVE-Based Simulation and Design of 5G/ 6G Wireless Technologies: 2nd September to 30th September 2026
https://www.iitk.ac.in/mwn/IITK6G/speaker.html

๐“๐ซ๐š๐ง๐ฌ๐Ÿ๐จ๐ซ๐ฆ ๐ฒ๐จ๐ฎ๐ซ ๐œ๐š๐ซ๐ž๐ž๐ซ! ๐‹๐ž๐š๐ซ๐ง ๐Ÿ“๐† ๐š๐ง๐ ๐Ÿ”๐† ๐ฐ๐ข๐ญ๐ก ๐๐˜๐“๐‡๐Ž๐ ๐๐ซ๐จ๐ฃ๐ž๐œ๐ญ๐ฌ!
https://www.iitk.ac.in/mwn/IITK6G/index.html
๐“๐ก๐ข๐ฌ ๐ฌ๐œ๐ก๐จ๐จ๐ฅ ๐ฐ๐ข๐ฅ๐ฅ ๐›๐ž ๐œ๐จ๐ง๐๐ฎ๐œ๐ญ๐ž๐ ๐จ๐ง๐ฅ๐ข๐ง๐ž ๐ฏ๐ข๐š ๐™๐จ๐จ๐ฆ

๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐๐จ๐ฐ:
https://www.iitk.ac.in/mwn/IITK6G/registration.html

๐ƒ๐จ ๐ง๐จ๐ญ ๐ฆ๐ข๐ฌ๐ฌ ๐ญ๐ก๐ž ๐ซ๐ž๐ ๐ข๐ฌ๐ญ๐ซ๐š๐ญ๐ข๐จ๐ง ๐๐ž๐š๐๐ฅ๐ข๐ง๐ž๐ฌ!
Last date for Golden registration: 30th, June, 2026
Last date for Flash registration: 12th, July, 2026
Last date for Early bird registration: 27th, July, 2026
Last date for Regular registration: 17th, August, 2026
Last date for Spot registration: 1st, September, 2026

๐…๐จ๐ซ ๐ช๐ฎ๐ž๐ซ๐ข๐ž๐ฌ, ๐œ๐จ๐ง๐ญ๐š๐œ๐ญ ๐ฎ๐ฌ
e-mail: [email protected]
Ms. Parul Srivastava: +91-7054568434
https://www.iitk.ac.in/mwn/IITK6G/contact.html

๐…๐จ๐ซ ๐ญ๐ก๐ž ๐ฅ๐š๐ญ๐ž๐ฌ๐ญ ๐ง๐ž๐ฐ๐ฌ, ๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก ๐š๐ง๐ ๐ข๐ง๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ข๐จ๐ง, ๐Ÿ๐จ๐ฅ๐ฅ๐จ๐ฐ ๐ฎ๐ฌ ๐จ๐ง ๐จ๐ฎ๐ซ ๐ฌ๐จ๐œ๐ข๐š๐ฅ ๐ฌ๐ข๐ญ๐ž๐ฌ!
https://www.linkedin.com/in/aditya-k-jagannatham-7236231ba/
https://www.youtube.com/channel/UCsLVXHQPZvhr3nzx7fhduoQ
https://www.facebook.com/MWN-Lab-IIT-Kanpur-104278678077422/
https://www.instagram.com/mwn.lab.iitk/
https://twitter.com/LabMwn

Regards,
Team IIT Kanpur Certification Programs
On behalf of
Prof. Aditya K. Jagannatham
Professor
IIT Kanpur

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208016

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