Category Archives: Education

Teaching the Principles of Massive MIMO

In January this year, the IEEE Signal Processing Magazine contained an article by Erik G. Larsson, Danyo Danev, Mikael Olofsson, and Simon Sörman on “Teaching the Principles of Massive MIMO: Exploring reciprocity-based multiuser MIMO beamforming using acoustic waves“. It describes an exciting approach to teach the basics of Massive MIMO communication by implementing the system acoustically, using loudspeaker elements instead of antennas. The fifth-year engineering students at Linköping University have performed such implementations in 2014, 2015, and 2016, in the form of a conceive-design-implement-operate (CDIO) project.

The article details the teaching principles and experiences that the teachers and students had from the 2015 edition of the CDIO-project. This was also described in a previous blog post. In the following video, the students describe and demonstrate the end-result of the 2016 edition of the project. The acoustic testbed is now truly massive, since 64 loudspeakers were used.

Summer School on Signal Processing for 5G

If you want to learn about signal processing foundations for Massive MIMO and mmWave communications, you should attend the

2017 Joint IEEE SPS and EURASIP Summer School on Signal Processing for 5G

Signal processing is at the core of the emerging fifth generation (5G) cellular communication systems, which will bring revolutionary changes to the physical layer. Unlike other 5G events, the objective of this summer school is to teach the main physical-layer techniques for 5G from a signal-processing perspective. The lectures will provide a background on the 5G wireless communication concepts and their formulation from a signal processing perspective. Emphasis will be placed on showing specifically how cutting-edge signal processing techniques can and will be applied to 5G. Keynote speeches by leading researchers from Ericsson, Huawei, China Mobile, and Volvo complement the technical lectures.

The summer school covers the following specific topics:

  • Massive MIMO communication in TDD and FDD
  • mmWave communications and compressed sensing
  • mmWave positioning
  • Wireless access for massive machine-type communications

The school takes place in Gothenburg, Sweden, from May 29th to June 1st, in the week after ICC in Paris.

This event belongs to the successful series of IEEE SPS and EURASIP Seasonal Schools in Signal Processing. The 2017 edition is jointly organized by Chalmers University of Technology, Linköping University, The University of Texas at Austin, Aalborg University and the University of Vigo.

Registration is now open. A limited number of student travel grants will be available.

For more information and detailed program, see: http://www.sp-for-5g.com/

Teaching a Course on Massive MIMO?

Our Cambridge book, Fundamentals of Massive MIMO, ships now from all major retailers.

Problem set: We have developed an extensive set of problems to go with the book. This problem set can be downloaded from the Cambridge resource page, www.cambridge.org/Marzetta, or from this direct link.

The difficulty level of the problem varies widely, rendering the material suitable for instruction at all levels. The problem set is very much a living document and may be extended or improved in the future. Many, though not all, of the problems have been tested on my students when I taught the subject last year. We appreciate, as always, comments or suggestions on the material.

A detailed solution manual is available to instructors who adopt the book.

 


 

List of errata: There is also a list of errata to the book – available via this direct link, or from the Cambridge resource page.

Have no fear of perfection — you’ll never reach it. — Salvador Dali

Are There Any Massive MIMO Books?

9781107175570_200x_fundamentals-of-massive-mimoI regularly get the question “are there any Massive MIMO books?”. So far my answer has always been “no”, but now I can finally give a positive answer.

My colleagues Erik G. Larsson and Hien Quoc Ngo have written a book entitled “Fundamentals of Massive MIMO” together with Thomas L. Marzetta and Hong Yang at Bell Labs, Nokia. The book is published this October/November by Cambridge University Press.

I have read the book and I think it serves as an excellent introduction to the topic. The text is suitable for graduate students, practicing engineers, professors, and doctoral students who would like to learn the basic Massive MIMO concept, results and properties. It also provides a clean introduction to the theoretical tools that are suitable for analyzing the Massive MIMO performance.

I personally intend to use this book as course material for a Master level course on Multiple-antenna communications next year. I recommend other teachers to also consider this possibility!

A preview of the book can be found on Google Books:

Update: Since November 2017, there is another book: “Massive MIMO Networks: Spectral, Energy, and Hardware Efficiency“.