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E2-242: Multiuser Detection (Jan-Apr)
Course Content
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Direct-sequence spread spectrum (DS-SS), spreading sequences and their
correlation functions, error probability of DS-SS in AWGN channels,
near-far effect in DS-CDMA.
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Multiuser Detection – MF detector, decorrelating detector, MMSE detector.
Successive interference canceller, parallel interference canceller (PIC),
linear PlC. Performance analysis of multiuser detectors and interference
cancellers. Multicarrier DS-CDMA.
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Low-complexity multiuser detectors for large-scale MIMO systems. Channel
hardening in large-scale MIMO systems. Multiuser/MIMO detection using
likelihood ascent search (LAS) and tabu search, belief propagation,
probabilistic data association, local search, meta-heuristics, and Markov
chain Monte carlo techniques. Spatial modulation and detection in multiuser
MIMO systems. OTFS modulation for high-mobility communications. MIMO-OTFS
and multiuser OTFS.
Text Books / Reference Material
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Sergio Verdu, Multiuser Detection, Cambridge University Press, 1998.
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A. Chockalingam and B. Sundar Rajan, Large MIMO Systems, Cambridge University Press, 2014.
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Andrew J. Viterbi, CDMA Systems: Principles of Spread
Spectrum Communication, Addison Wesley, 1995.
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Henk Wymeersch, Iterative Receiver Design, Cambridge University Press, 2007.
- Reasearch papers in journals and conferences.
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