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Seit SoSe 2020

English

Advanced Wireless Communications

6

Caire, Giuseppe

Benotet

Portfolioprüfung

English

Zugehörigkeit


Fakultät IV

Institut für Telekommunikationssysteme

34331600 FG Theoretische Grundlagen der Kommunikationstechnik

Keine Angabe

Kontakt


HFT 6

Jungnickel, Volker

caire@tu-berlin.de

Lernergebnisse

This module introduces students into advanced topics in wireless communication systems, aiming to empower them to contribute to research projects during their upcoming master thesis. The Module covers several enhancements towards 6G in the physical and MAC layers which need support from the network and higher layers. It provides a fundamental introduction into multiple-input multiple-output and adaptive transmission for multiple mobile devices and the increasingly sophisticated coordination of base stations and access points in cellular systems and WiFi. Finally, presentations by project leaders will be offered who introduce the students into their recent research topics and inspire them to contribute to this research during their master thesis. Topics will change over time, and cover e.g. massive MIMO, distributed MIMO, fronthaul with flexible functional split, fiber-wireless integration, efficient use of new spectrum at millimeter, THz and optical frequencies (LiFi).

Lehrinhalte

1) Introduction: What 6G will be? 2) MIMO a. MIMO channels • Singular value decomposition (SVD) • Parallel transport of multiple data streams over random channels b. Capacity • Derivation from multivariate information theory • Normalization of the channel matrix c. Implementation • Channel estimation and how the transmitter can be informed about the channel • Using channel information at the receiver, at the transmitter and at both sides 3) Adaptive Transmission a. Benefits of adaptive vs. blind transmission b. Waterfilling and bit-loading c. Multiuser scheduling and fairness d. Virtual cells and user selection 4) Current research projects a. Massive MIMO b. Distributed MIMO c. Fiber-wireless integration d. Millimeter-wave and THz communication e. Optical wireless communication (LiFi) f. …

Modulbestandteile

Compulsory area

Die folgenden Veranstaltungen sind für das Modul obligatorisch:

LehrveranstaltungenArtNummerTurnusSpracheSWS ISIS VVZ
Advanced Wireless Communications IVL34331600 L 013SoSeen2
Advanced Wireless Communications IISEM34331600 L 014WiSeen2

Arbeitsaufwand und Leistungspunkte

Advanced Wireless Communications I (VL):

AufwandbeschreibungMultiplikatorStundenGesamt
Attendance15.02.0h30.0h
Preparation and reading of literature15.02.0h30.0h
Examination preparation1.030.0h30.0h
90.0h(~3 LP)

Advanced Wireless Communications II (SEM):

AufwandbeschreibungMultiplikatorStundenGesamt
Attendance15.02.0h30.0h
Preparation and reading of literature15.02.0h30.0h
Preparation of exam presentation1.030.0h30.0h
90.0h(~3 LP)
Der Aufwand des Moduls summiert sich zu 180.0 Stunden. Damit umfasst das Modul 6 Leistungspunkte.

Beschreibung der Lehr- und Lernformen

The module consists of conventional frontal teaching in class and towards the end in seminar talks given by experts from TU Berlin and Fraunhofer HHI, developing theoretical and mathematical concepts, discuss implementation concepts to reinforce comprehension of the theory and develop practical problem-solving skills.

Voraussetzungen für die Teilnahme / Prüfung

Wünschenswerte Voraussetzungen für die Teilnahme an den Lehrveranstaltungen:

Prerequisite for participation to courses are a mathematical background at the level of beginning MS students in Electrical Engineering (multivariate calculus, Fourier and Laplace Transforms, signals and systems, good knowledge of linear algebra and notions of matrix theory). The course is open to students enrolled in any MSc in EE, CS, Mathematics and Physics.

Verpflichtende Voraussetzungen für die Modulprüfungsanmeldung:

Dieses Modul hat keine Prüfungsvoraussetzungen.

Abschluss des Moduls

Benotung

Benotet

Prüfungsform

Portfolio examination

Art der Portfolioprüfung

100 Punkte insgesamt

Sprache(n)

English

Prüfungselemente

NamePunkteKategorieDauer/Umfang
(Deliverable assessment) Project presentation50mündlich30min
(Examination)50mündlich30min

Notenschlüssel

Notenschlüssel »Notenschlüssel 3: Fak IV (3)«

Gesamtpunktzahl1.01.31.72.02.32.73.03.33.74.0
100.0pt85.0pt80.0pt75.0pt70.0pt65.0pt60.0pt55.0pt50.0pt45.0pt40.0pt

Prüfungsbeschreibung (Abschluss des Moduls)

The final grade according to § 47 (2) AllgStuPO will be calculated according to Notenschlüssel 3 of Faculty IV.

Dauer des Moduls

Für Belegung und Abschluss des Moduls ist folgende Semesteranzahl veranschlagt:
2 Semester.

Dieses Modul kann in folgenden Semestern begonnen werden:
Winter- und Sommersemester.

Maximale teilnehmende Personen

Dieses Modul ist nicht auf eine Anzahl Studierender begrenzt.

Anmeldeformalitäten

Course teaching and organization (not module examination enrollment at Examination office/Prüfungsamt) is supported by an ISIS course. Registration details are provided at the beginning of the module.

Literaturhinweise, Skripte

Skript in Papierform

Verfügbarkeit:  nicht verfügbar

 

Skript in elektronischer Form

Verfügbarkeit:  verfügbar
Zusätzliche Informationen:

 

Literatur

Empfohlene Literatur
C. Eckart and G. Young, “A Principal Axis Transformation for Non-Hermitian Matrices,” Bull. Am. Math. Society, vol. 45, no. 2, pp. 118–121, 1939, http://projecteuclid.org/euclid.bams/1183501633.
G. Foschini and M. Gans, “On Limits of Wireless Communications in a Fading Environment when Using Multiple Antennas,” Wireless Personal Commun., vol. 6, pp. 311–335, 1998. Available: http://dx.doi.org/10.1023/A%3A1008889222784
E. Telatar, “Capacity of Multi-antenna Gaussian Channels,” Europ. Trans. Telecommunications, vol. 10, no. 6, pp. 585–595, 1999. Available:http://dx.doi.org/10.1002/ett.4460100604
S. Kullback, “Information Theory and Statistics”. Dover Publications, Inc. Mineola, New York, 1968.
B. Hochwald, T. Marzetta, V. Tarokh, “Multiple-Antenna Channel Hardening and its Implications for Rate Feedback and Scheduling,” IEEE Trans. Inf. Theory, vol. 50, no. 9, pp. 1893–1909, Sept. 2004.
B. Steiner and P. Jung, “Optimum and Suboptimum Channel Estimation for the Uplink of CDMA Mobile Radio Systems with Joint Detection,” Europ. Trans. Telecom., vol. 5, no. 1, pp. 39–50, 1994. Available: http://dx.doi.org/10.1002/ett.4460050110
M. Costa, “Writing on Dirty Paper,” IEEE Trans. Inf. Theory, vol. 29, no. 3, pp. 439 – 441, 1983.
A. Goldsmith and P. Varaiya, “Capacity of fading channels with channel side information,” IEEE Trans. Inform. Theory, vol. 43, pp. 1896–1992, Nov. 1997.
D. Hughes-Hartoggs „Ensemble modem structure for imperfect transmission media,“ US Patent No. 4,731,816
P. S. Chow, J. M. Cioffi J. A. C. Bingham, "A practical discrete multitone transceiver loading algorithm for data transmission over spectrally shaped channels," in IEEE Transactions on Communications, vol. 43, no. 2/3/4, pp. 773-775, 1995.
R. F. H. Fischer and J. B. Huber, "A new loading algorithm for discrete multitoned transmission," Proceedings of GLOBECOM'96. 1996 IEEE Global Telecommunications Conference, London, UK, 1996, pp. 724-728 vol.1.
B. S. Krongold, K. Ramchandran and D. L. Jones, "Computationally efficient optimal power allocation algorithms for multicarrier communication systems," in IEEE Transactions on Communications, vol. 48, no. 1, pp. 23-27, Jan. 2000.
R. Knopp and P. A. Humblet, "Information capacity and power control in single-cell multiuser communications," Proceedings IEEE International Conference on Communications ICC '95, Seattle, WA, USA, 1995, pp. 331-335 vol.1.
T. Bonald "A score-based opportunistic scheduler for fading mobile radio channels" Proc. Eur. Wireless Conf. 2004.
H. Boche and E. A. Jorswieck, "Multiple antenna multiple user channels: optimisation in low SNR," 2004 IEEE Wireless Communications and Networking Conference (IEEE Cat. No.04TH8733), Atlanta, GA, USA, 2004, pp. 513-518 Vol.1.
F. Boccardi, H. Huang and M. Trivellato, "Multiuser eigenmode transmission for mimo broadcast channels with limited feedback," 2007 IEEE 8th Workshop on Signal Processing Advances in Wireless Communications, Helsinki, 2007, pp. 1-5.
V. Jungnickel et al. “Interference-Aware Scheduling in the Multiuser MIMO-OFDM Downlink,” IEEE Communications Magazine, vol. 47, no. 6, pp. 56 –66, June 2009.
M. K. Karakayali et al., “Network coordination for spectrally efficient communications in cellular systems,” IEEE Wireless Communications, vol. 13, no. 4, pp. 56-61, 2006
T. L. Marzetta, "Massive MIMO: An Introduction," Bell Labs Technical Journal, vol. 20, pp. 11-22, 2015.
V. Jungnickel et al., "The role of small cells, coordinated multipoint, and massive MIMO in 5G," IEEE Communications Magazine, vol.52, no.5, pp.44,51, May 2014.
G. Chang and L. Cheng, "Fiber-wireless integration for future mobile communications," 2017 IEEE Radio and Wireless Symposium (RWS), Phoenix, AZ, 2017, pp. 16-18.
A. Adhikary et al., "Joint Spatial Division and Multiplexing for mm-Wave Channels," in IEEE Journal on Selected Areas in Communications, vol. 32, no. 6, pp. 1239-1255, June 2014.
T. Kürner,, S. Priebe, J Infrared Milli Terahz Waves (2014) 35: 53. https://doi.org/10.1007/s10762-013-0014-3
L. Grobe et al., "High-speed visible light communication systems," in IEEE Communications Magazine, vol. 51, no. 12, pp. 60-66, December 2013.

Zugeordnete Studiengänge


Diese Modulversion wird in folgenden Studiengängen verwendet:

Studiengang / StuPOStuPOsVerwendungenErste VerwendungLetzte Verwendung
Computer Engineering (M. Sc.)144SoSe 2020SoSe 2025
Computer Science (Informatik) (M. Sc.)122SoSe 2020SoSe 2025
Elektrotechnik (M. Sc.)133SoSe 2020SoSe 2025
Information Systems Management (Wirtschaftsinformatik) (M. Sc.)111SoSe 2020SoSe 2025
Wirtschaftsingenieurwesen (M. Sc.)124SoSe 2020SoSe 2025

Studierende anderer Studiengänge können dieses Modul ohne Kapazitätsprüfung belegen.

Sonstiges

This module can be completed in two consecutive semesters (SS and following WS). It is recommended to attend the courses in the described manner, but it is also possible to follow the content in the reverse order.