Instructor
Srikrishna Bhashyam
Office: NAC 343
Phone: 2257 4439
Class Timings
A Slot (Mon: 8-8.50 am, Tue: 12-12.50 pm, Thu: 11-11.50 am, Fri: 10-10.50 am)
Evaluation
Quiz I : 20% (Sep 9, 2019)
Project & Assignments : 30%
Final Exam : 50% (Nov 15, 2019)
Course content Preliminaries: Review of Gaussian random variables and vectors, Complex Gaussian random vectors, Detection in Gaussian noise, Probability of error, union bound, some definitions and results from Information theory
Capacity of the vector Gaussian or MIMO channel, Ergodic Capacity of multi-antenna Gaussian channels with Rayleigh fading, Outage capacity of multi-antenna Gaussian channels with fading
Spatial multiplexing: V-BLAST
Space-time codes: Design criteria, Alamouti code, Orthogonal designs, Quasi-orthogonal space-time codes, Diversity-multiplexing gain trade-off
MISO capacity with Per-Antenna Power Constraint
MIMO capacity with feedback: Long-term and short-term power constraints, delay-limited capacity
Multiuser MIMO capacity: Multiple access
Hybrid Precoding for point-to-point mmWave MIMO
MIMO Broadcast: Dirty Paper Coding, Linear Precoding
Lecture Notes
2019 Lecture Notes
Course Notes (2012 version)
Part 1
Part 2
Reference Papers, Book Chapters
[1] Telatar, E. (1999) Capacity of multi-antenna Gaussian channels. European Transactions on Telecommunications, 10(6) pp. 585-596.
[2] G. J. Foschini, Layered space-time architecture for wireless communication
in a fading environment when using multi-element antennas, Bell Labs Technical
Journal, 1(2), 1996, 41-59.
[3] G. J. Foschini and M. J. Gans, On limits of wireless communication in a fading environment when using multiple antennas, Wireless Personal Communications,
6(3), 1998, 311-335.
[4] P. W. Wolniansky, G. J. Foschini, G. D. Golden and R. A. Valenzuela,
V-BLAST: an architecture for realizing very high data rates over the
rich-scattering wireless channel, Proceedings of the URSI International
Symposium on Signals, Systems, and Electronics Conference, New York, 1998,
pp. 295-300.
[5] Golden, G.D.; Foschini, C.J.; Valenzuela, R.A.; Wolniansky, P.W.; , "Detection algorithm and initial laboratory results using V-BLAST space-time communication architecture," Electronics Letters , vol.35, no.1, pp.14-16, 7 Jan 1999.
[6] Tarokh, V.; Seshadri, N.; Calderbank, A.R.; , "Space-time codes for high data rate wireless communication: performance criterion and code construction," Information Theory, IEEE Transactions on , vol.44, no.2, pp.744-765, Mar 1998
[7] Alamouti, S.M.; , "A simple transmit diversity technique for wireless communications ," Selected Areas in Communications, IEEE Journal on , vol.16, no.8, pp.1451-1458, Oct 1998.
[8] Tarokh, V.; Jafarkhani, H.; Calderbank, A.R.; , "Space-time block codes from orthogonal designs," Information Theory, IEEE Transactions on , vol.45, no.5, pp.1456-1467, Jul 1999.
[9] Jafarkhani, H.; , "A quasi-orthogonal space-time block code," Communications, IEEE Transactions on , vol.49, no.1, pp.1-4, Jan 2001.
[10] Lizhong Zheng; Tse, D.N.C.; , "Diversity and multiplexing: a fundamental tradeoff in multiple-antenna channels," Information Theory, IEEE Transactions on , vol.49, no.5, pp. 1073- 1096, May 2003.
[11] Mai Vu; , "MISO Capacity with Per-Antenna Power Constraint," Communications, IEEE Transactions on , vol.59, no.5, pp.1268-1274, May 2011
[12] Biglieri, E.; Caire, G.; Taricco, G.; , "Limiting performance of block-fading channels with multiple antennas," Information Theory, IEEE Transactions on , vol.47, no.4, pp.1273-1289, May 2001.
[14] Wei Yu; Wonjong Rhee; Boyd, S.; Cioffi, J.M.; , "Iterative water-filling for Gaussian vector multiple-access channels," Information Theory, IEEE Transactions on , vol.50, no.1, pp. 145- 152, Jan. 2004.
[15] Wonjong Rhee; Cioffi, J.M.; , "On the capacity of multiuser wireless channels with multiple antennas," Information Theory, IEEE Transactions on , vol.49, no.10, pp. 2580- 2595, Oct. 2003.
[16] O. E. Ayach, S. Rajagopal, S. Abu-Surra, Z. Pi and R. W. Heath, "Spatially Sparse Precoding in Millimeter Wave MIMO Systems," in IEEE Transactions on Wireless Communications, vol. 13, no. 3, pp. 1499-1513, March 2014.
[17] G. Caire and S. Shamai, "On the achievable throughput of a multiantenna Gaussian broadcast channel," in IEEE Transactions on Information Theory, vol. 49, no. 7, pp. 1691-1706, July 2003.
[18] A. D. Dabbagh and D. J. Love, "Precoding for Multiple Antenna Gaussian Broadcast Channels With Successive Zero-Forcing," in IEEE Transactions on Signal Processing, vol. 55, no. 7, pp. 3837-3850, July 2007.
References
[1] D. Tse, P. Viswanath, "Fundamentals of Wireless Communication," Cambridge
University Press, 2005.
[2] H. Jafarkhani, "Space-Time Coding: Theory and Practice," Cambridge University Press, 2005.
[3] E. Biglieri, R. Calderbank, A. Constantinides, A. Goldsmith, A. Paulraj, H. V. Poor, "MIMO Wireless Communications," Cambridge University Press, 2007.
[4] H. Huang, C. B. Papadias, S. Venkatesan, "MIMO Communication for Cellular Networks," Springer, 2012.
[5] A. Goldsmith, "Wireless Communications," Cambridge University Press, 2005.
[6] J. Choi, "Optimal Combining and Detection: Statistical Signal Processing for Communications," Cambridge University Press, 2010.
[7] L. Sanguinetti and H. Vincent Poor, 'Fundamentals of Multi-User MIMO Communications', Chapter 6 in New Directions in Wireless Communications Research, Springer 2009.
Papers for Projects
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