Inhalt des Dokuments
M. Frey, I. Bjelakovic and S. Stanczak (2020).
Over-The-Air Computation in Correlated Channels [1]. Submitted to
IEEE Transactions on Signal Processing. arXiv:2007.02648
M. Frey, I. Bjelakovic and S. Stanczak (2020).
Towards Secure Over-The-Air Computation [2]. Submitted to IEEE
Transactions on Information Forensics and Security.
arXiv:2001.03174
Books
S. Stanczak and M. Wiczanowski and H. Boche
(2009). Fundamentals of Resource Allocation in Wireless Networks [3].
volume 3 of Foundations in Signal Processing, Communications and
Networking. Springer, Berlin, 2009. Springer, Berlin.
S. Stanczak and M. Wiczanowski and H. Boche
(2006). Resource Allocation in Wireless Networks - Theory and
Algorithms [4]. Lecture Notes in Computer Science (LNCS 4000).
Springer, Berlin, 2006. Springer, Berlin.
Book Chapters
D. A. Awan, R.L.G. Cavalcante, M. Yukawa and S.
Stanczak (2020). Adaptive Learning for Symbol Detection [5].
Machine Learning for Future Wireless Communications. Wiley
& IEEE Press, 15.
S. Maghsudi and S. Stanczak (2015).
Communications in Interference-Limited Networks [6]. chapter
Distributed Channel Selection for Underlay Device-to-Device
Communications: A Game- Theoretical Learning Framework. Springer
International Publishing, 2015. Springer International
Publishing.
M. Goldenbaum and S. Stanczak and H. Boche
(2015). Communications in Interference-Limited Networks [7].
chapter Interference-Aware Analog Computation over the Wireless
Channel: Fundamentals and Strategies. Springer International
Publishing, 2015. Springer International Publishing.
R. L. G. Cavalcante and S. Stanczak and I. Yamada
(2014). Cooperative Cognitive Radios with Diffusion Networks [8].
chapter Cognitive Radio and Sharing Unlicensed Spectrum in the book
Mechanisms and Games for Dynamic Spectrum Allocation, pages 262{303.
Cambridge University Press, UK, 2014, 262–303.
I. Bjelakovic and H. Boche and J. Sommerfeld
(2013). Capacity Results for Arbitrarily Varying Wiretap Channels [9].
In: Aydinian H., Cicalese F., Deppe C. (eds) Information Theory,
Combinatorics, and Search Theory. Lecture Notes in Computer Science,
vol 7777. Springer, Berlin, Heidelberg
I. Bjelakovic and H. Boche and G. Janen and J.
Notzel (2013). Arbitrarily Varying and Compound Classical-Quantum
Channels and a Note on Quantum Zero-Error Capacities [10]. In:
Aydinian H., Cicalese F., Deppe C. (eds) Information Theory,
Combinatorics, and Search Theory. Lecture Notes in Computer Science,
vol. 7777. Springer, Berlin, Heidelberg
S. Stanczak and H. Boche (2005). Towards a better
understanding of the QoS tradeoff in multiuser multiple antenna
systems [11]. Smart Antennas–State-of-the-Art. Hindawi
Publishing Corporation, 521-543.
Journal Publications
You are at
page:1 | 2 [12]
next >> [13]
M. A. Gutierrez-Estevez, M. Kasparick and S.
Stanczak (2021). Online Learning of Any-to-Any Path Loss Maps [14].
IEEE Communications Letters (accepted)
A. Pfadler, C. Ballesteros, J. Romeu and L. Jofre
(2020). Hybrid Massive MIMO for Urban V2I: Sub-6 GHz vs mmWave
Performance Assessment [15]. IEEE Transactions on Vehicular
Technology, 27 May 2020, pp. 4652-4662.
D. A. Awan, Renato L.G. Cavalcante and Slawomir
Stanczak (2020). Robust Cell-Load Learning with a Small Sample Set
[16]. IEEE Transactions on Signal Processing (TSP),
68:270-283.
R. Hernangómez, A. Santra, S. Stanczak (2020). A
Study on Feature Processing Schemes for Deep-Learning-Based Human
Activity Classification Using Frequency-Modulated Continuous-Wave
Radar [17]. IET Radar, Sonar & Navigation, Volume 14, Issue
7, July 2020, 10 pp.
Cheng-Xiang Wang, Marco Di Renzo, Slawomir
Stanczak, Sen Wang, Erik G. Larsson (2020). Artificial Intelligence
Enabled Wireless Networking for 5G and Beyond: Recent Advances and
Future Challenges [18]. IEEE Wireless Communications Magazine,
February 2020/Intelligent Radio: When Artificial Intelligence Meets
Radio Network
Tanmoy Bag, Sharva Garg, Diego Fernando Preciado
Rojas and Andreas Mitschele-Thiel (2020). Machine Learning based
Recommender Systems to achieve Self-Coordination between SON Functions
[19]. IEEE Transactions on Network and Service Management, Sept.
2020
F. Molinari, N. Agrawal, S. Stanczak and J.
Raisch (2020). Max-Consensus Over Fading Wireless Channels [20].
IEEE Transactions on Control of Network Systems, Dec. 2020
R. L.G. Cavalcante, Q. Liao and S. Stanczak
(2019). Connections between spectral properties of asymptotic mappings
and solutions to wireless network problems [21]. IEEE
Transactions on Signal Processing, Feb. 2019
V. Stojkoski, Z. Utkovski, L. Basnarkov and L.
Kocarev (2019). Cooperation dynamics in the networked geometric
Brownian motion [22]. Physical Review E 99, 062312, 28 June
2019
V. Stojkoski, Z. Utkovski, E. Andre and L.
Kocarev (2019). The role of multiplex network structure in cooperation
through generalized reciprocity [23]. Physica A: Statistical
Mechanics and its Applications 531:121805, June 2019
L. Basnarkov, V. Stojkoski, Z. Utkovski and L.
Kocarev (2019). Lead-lag relationships in foreign exchange markets
[24]. Physica A: Statistical Mechanics and its Applications
539:122986, Sept. 2019
B.-S. Shin and M. Yukawa and R. L. G. Cavalcante
and A. Dekorsy (2018). Distributed Adaptive Learning with Multiple
Kernels in Diffusion Networks [25]. IEEE Transactions on Signal
Processing, 5505-5519.
S. Limmer and S. Stanczak (2018). A Neural
Architecture for Bayesian Compressive Sensing over the Simplex via
Laplace Techniques [26]. IEEE Trans. on Signal Processing,
66(22):6002-6015, Nov. 2018.
C. Bockelmann, N. Pratas, G. Wunder, S. Saur, M.
Navorro, D. Gregoratti, G. Vivier, E. de Carvalho, Y. Ji, C.
Stefanovic, P. Popovski, Q. Wang, M. Schellmann, E. Kosmatos, P.
Demestichas, M. Raceala-Motoc, P. Jung, S. Stanczak and A. Dekorsy
(2018). Towards Massive Connectivity Support for Scalable mMTC
Communications in 5G networks [27]. IEEE Access (Volume: 6),
pages 28969 - 28992, May 16, 2018
J. Schreck and P. Jung and S. Stanczak (2018).
Compressive Rate Estimation with Applications to Device-to-Device
Communications [28]. IEEE Transactions on Wireless
Communications
W. Samek and S. Stanczak and T. Wiegand (2017).
The Convergence of Machine Learning and Communications [29]. ITU
Journal: ICT Discoveries, Special Issue No. 1
R.L.G. Cavalcante and M. Kasparick and S.
Stanczak (2017). Max-Min Utility Optimization in Load Coupled
Interference Networks [30]. IEEE Transactions on Wireless
Communications, vol. 16, no. 2, pp. 705-716, Feb. 2017
Qi Liao and R. L. G. Cavalcante (2017). Improving
Resource Efficiency with Partial Resource Muting for Future Wireless
Networks [31]. Proc. IEEE International Conference on Wireless
and Mobile Computing, Networking and Communications (WiMob), Oct.
2017
J. Mohammadi and S. Limmer and S. Stanczak
(2016). A Decentralized Eigenvalue Computation Method for Spectrum
Sensing Based on Average Consensus [32]. Frequenz, July
2016
R.L.G. Cavalcante and S. Stanczak and J. Zhang
and H. Zhuang (2016). Low complexity iterative algorithms for power
estimation in ultra-dense load coupled networks [33]. IEEE Trans.
Signal Processing, vol. 64, no. 22, pp. 6058-6070, Nov. 2016
R.L.G. Cavalcante and Y. Shen and S. Stanczak
(2016). Elementary Properties of Positive Concave Mappings With
Applications to Network Planning and Optimization [34]. IEEE
Trans. Signal Processing, vol. 64, no. 7, pp. 1774-1783, April
2016
E. Pollakis and R.L.G. Cavalcante and S. Stanczak
(2016). Traffic Demand-Aware Topology Control for Enhanced
Energy-Efficiency of Cellular Networks [35]. EURASIP Journal on
Wireless Communications and Networks, vol. 2016, no. 1, pp. 1-17, Feb.
2016
T. Wirth, K.-J. Friederichs, R. Halfmann, T.
Haustein, B. Holfeld, M. Mehlhose, J. Pilz and D. Wieruch (2016).
Real-time demonstration of optimized spectrum usage with LSA carrier
aggregation [36]. Frequenz, Journal of RF-Engineering and
Telecommunications, vol. 70, no. 7, pp. 301-308, July 2016, doi:
10.1515/freq-2015-0215
G. Cao and P. Jung and S. Stanczak and F. Yu
(2016). Data Aggregation and Recovery in Wireless Sensor Networks
Using Compressed Sensing [37]. International Journal of Sensor
Networks (IJSNet), 209-219.
S. Maghsudi and S. Stanczak (2015). Joint Channel
Selection and Power Control in Infrastructureless Wireless Networks: A
Multiplayer Multiarmed Bandit Framework [38]. IEEE Trans. Veh.
Technol., 4565-4578.
M. Kasparick and R. L. G. Cavalcante and S.
Valentin and S. Stanczak and M. Yukawa (2015). Kernel-Based Adaptive
Online Reconstruction of Coverage Maps With Side Information [39].
IEEE Transactions on Vehicular Technology, vol. 65, no. 7, pp.
5461-5473, July 2016 (also available at
http://arxiv.org/abs/1404.0979)
S. Maghsudi and S. Stanczak (2015). Hybrid
Centralized-Distributed Resource Allocation for Device-to-Device
Communication Underlaying Cellular Networks [40]. IEEE Trans.
Veh. Technol., 2481-2495.
M. Goldenbaum and H. Boche and S. Stanczak
(2015). Nomographic Functions: Efficient Computation in Clustered
Gaussian Sensor Networks [41]. IEEE Trans. Wireless Commun.,
2093–2105.
S. Maghsudi and S. Stanczak (2015). Channel
Selection for Network-Assisted D2D Communication via No-Regret Bandit
Learning With Calibrated Forecasting [42]. IEEE Transactions on
Wireless Communications, 1309-1322.
F. Penna and S. Stanczak (2015). Decentralized
Eigenvalue Algorithms for Distributed Signal Detection in Cognitive
Networks [43]. IEEE Transactions on Signal Processing,
63(2):427-440, Jan. 2015
R. Cavalcante and S. Stanczak and M. Schubert and
A. Eisenblätter and U. Türke (2014). Toward Energy-Efficient 5G
Wireless Communications Technologies [44]. IEEE Signal Processing
Magazine, vol. 31, no. 6, pp. 24-34, Nov. 2014
M. Goldenbaum and S. Stanczak (2014). On the
Channel Estimation Effort for Analog Computation Over Wireless
Multiple-Access Channels [45]. IEEE Wireless Communications
Letters, 261-264.
G. Cao and P. Jung and S. Stanczak (2014). Low
Cost Error Correction for Multi-hop Data Aggregation Using Compressed
Sensing [46]. IEICE Trans. on Information and System
A. Giovanidis and Q. Liao and S. Stanczak (2014).
Measurement-Adaptive Cellular Random Access Protocols [47].
Wireless Networks. Springer Verlag (Germany), 1495-1514.
M. Goldenbaum and H. Boche and S. Stanczak
(2013). Harnessing Interference for Analog Function Computation in
Wireless Sensor Networks [48]. IEEE Transactions on Signal
Processing, 4893–4906.
M. Goldenbaum and S. Stanczak (2013). Robust
Analog Function Computation via Wireless Sensor Multiple-Access
Channels [49]. IEEE Transactions on Communications,
3863-3877.
M. Vasirani, R. Kota, R. L. G. Cavalcante, S.
Ossowski and N. R. Jennings (2013). An Agent-Based Approach to Virtual
Power Plants of Wind Power Generators and Electric Vehicles [50].
IEEE Transactions on Smart Grid , vol. 4, no. 3, pp. 1314-1322,
Sept. 2013
M. Zheng and P. Pawelczak and S. Stanczak and H.
Yu (2013). Planning of Cellular Networks Enhanced by Energy Harvesting
[51]. IEEE Communications Letters, 1092–1095.
R.L.G. Cavalcante and S. Stanczak (2013). A
Distributed Subgradient Method for Dynamic Convex Optimization
Problems under Noisy Information Exchange [52]. IEEE Journal of
Selected Topics in Signal Processing, vol. 7, no. 2, pp. 243-256,
April 2013
R. Ahlswede and I. Bjelakovic and H. Boche and J.
Nötzel (2013). Quantum Capacity under adversarial quantum noise:
arbitrarily varying quantum channels [53]. Communications in
Mathematical Physics, Volume 317, Issue 1, pp 103–156,
https://doi.org/10.1007/s00220-012-1613-x
I. Bjelakovic and H. Boche and J. Sommerfeld
(2013). Secrecy results for compound wiretap channels [54].
Problems of Information Transmission, Volume 49, Issue 1, pp
73–98, https://doi.org/10.1134/S0032946013010079
I. Bjelakovic and H. Boche and G. Janssen (2013).
Universal quantum state merging [55]. Journal of Mathematical
Physics, Vol. 54, 032204, https://doi.org/10.1063/1.4795243
I. Koutsopoulos and S. Stanczak (2012). The
Impact of Transmit Rate Control on Energy-efficient Estimation in
Wireless Sensor Networks [56]. IEEE Trans. Wireless Commun.,
3261–3271.
R. L. G. Cavalcante, A. Rogers, N. R. Jennings
and I. Yamada (2011). Distributed Asymptotic Minimization of Sequences
of Convex Functions by a Broadcast Adaptive Subgradient Method [57].
IEEE Journal of Selected Topics in Signal Processing, vol. 5, no.
4, pp. 739-753, Aug. 2011
A. Giovanidis and S. Stanczak (2011). Stability
and Distributed Power Control in MANETs with Per Hop Retransmissions
[58]. IEEE Transactions on Communications, 1632 -1643.
M. Wiese and H. Boche and I. Bjelakovic and V.
Jungnickel (2011). The Compound Multiple Access Channel with Partially
Cooperating Encoders [59]. IEEE Trans. Inf. Theory, Vol. 57. No.
5, pp 3045-3066, Special Issue on Interference Networks
S. Stanczak and M. Kaliszan and N. Bambos (2010).
A Characterization of Max-Min SIR-Balanced Power Allocation with
Applications [60]. Wireless Networks (Springer),
2335–2347.
S. Stanczak and A. Feistel and M. Wiczanowski and
H. Boche (2010). Utility-based Power Control with QoS Support [61].
Wireless Networks (Springer), 1691–1705.
A. Feistel and S. Stanczak and D. Tomecki (2010).
Joint Utility-Based Power Control and Receive Beamforming in
Decentralized Wireless Networks [62]. EURASIP Journal on Wireless
Communications and Networking.
R. L. G. Cavalcante and B. Mulgrew (2010).
Adaptive filter algorithms for accelerated discrete-time consensus
[63]. IEEE Trans. Signal Processing, vol. 58, no. 3, pp.
1049-1058, March 2010
You are at
page:1 | 2 [64]
next >> [65]
Conference, Symposium, and
Workshop Papers
Hybrid data and model driven algorithms for angular
power spectrum estimation
Citation key |
Cava2020Globecom |
Author |
R. L.G.
Cavalcante and S. Stanczak |
Year |
2020 |
Location |
Taipei,
Taiwan |
Journal |
IEEE
GLOBECOM 2020, December 7 - 11, in Taipei, Taiwan |
Editor |
IEEE
GLOBECOM 2020 |
Organization |
IEEE |
Abstract |
We
propose two algorithms that use both models and datasets to estimate
angular power spectra from channel covariance matrices in massive MIMO
systems. The first algorithm is an iterative fixed-point method that
solves a hierarchical problem. It uses model knowledge to narrow down
candidate angular power spectra to a set that is consistent with a
measured covariance matrix. Then, from this set, the algorithm selects
the angular power spectrum with minimum distance to its expected value
with respect to a Hilbertian metric learned from data. The second
algorithm solves an alternative optimization problem with a single
application of a solver for nonnegative least squares programs. By
fusing information obtained from datasets and models, both algorithms
can outperform existing approaches based on models, and they are also
robust against environmental changes and small datasets. |
Download Bibtex entry
[66]
Back [67]
This
site uses Matomo [68] for anonymized web analytics. More information
and opt-out options under data protection.
------ Links: ------
[1]
https://www.netit.tu-berlin.de/menue/publications/?
tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A847075
&tx_sibibtex_pi1%5BshowUid%5D=10483980&cHash=8f
39848a20e51b47a62af8a99781545f
[2]
https://www.netit.tu-berlin.de/menue/publications/?
tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A847075
&tx_sibibtex_pi1%5BshowUid%5D=10483981&cHash=cf
1884e87693a4cd2b09e61a2c18bd41
[3]
https://www.netit.tu-berlin.de/menue/publications/?
tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A665618
&tx_sibibtex_pi1%5BshowUid%5D=1528325&cHash=703
1eb39add425927cb1b3eacef4ece9
[4]
https://www.netit.tu-berlin.de/menue/publications/?
tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A665618
&tx_sibibtex_pi1%5BshowUid%5D=1528419&cHash=58d
be666d1205aa8d770389fb18340f6
[5]
https://www.netit.tu-berlin.de/menue/publications/?
tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A666544
&tx_sibibtex_pi1%5BshowUid%5D=2446585&cHash=ea5
5ca15768ee6751be007bebd337c96
[6]
https://www.netit.tu-berlin.de/menue/publications/?
tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A666544
&tx_sibibtex_pi1%5BshowUid%5D=1528248&cHash=129
7f131cacc5618aa234d70f46d4e5c
[7]
https://www.netit.tu-berlin.de/menue/publications/?
tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A666544
&tx_sibibtex_pi1%5BshowUid%5D=1528249&cHash=42c
013d912a9b7c8469f61b660fa8cff
[8]
https://www.netit.tu-berlin.de/menue/publications/?
tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A666544
&tx_sibibtex_pi1%5BshowUid%5D=1528296&cHash=c7c
8168ad944cf18bf996b1411d4fe88
[9]
https://www.netit.tu-berlin.de/menue/publications/?
tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A666544
&tx_sibibtex_pi1%5BshowUid%5D=1537067&cHash=4d1
ad778547f7a9adcbbd725b4457d0f
[10]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
4&tx_sibibtex_pi1%5BshowUid%5D=1537068&cHash=54
fb84f24a3e2b67fce936fa9b12237e
[11]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
4&tx_sibibtex_pi1%5BshowUid%5D=1528424&cHash=15
d9476fddff4baed98ae3002c2ecd13
[12]
https://www.netit.tu-berlin.de/menue/publications/
?showp=2&tx_sibibtex_pi1%5Bsort%5D=year%3A1&cHa
sh=08c47a8975d83449a8b7d2b8b27529b7
[13]
https://www.netit.tu-berlin.de/menue/publications/
?showp=2&tx_sibibtex_pi1%5Bsort%5D=year%3A1&cHa
sh=08c47a8975d83449a8b7d2b8b27529b7
[14]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=10547336&cHash=3
3be80b8494f52e099e728ad52bd71c8
[15]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=10178599&cHash=9
56a47c1136baa40a8bc0f53470cddc8
[16]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1788136&cHash=a2
861a41caff8da2727f21af5557241b
[17]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=9396534&cHash=b3
014a37137634b881890f31c5c3dcd9
[18]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=5581136&cHash=26
fdc4c8d4ecbbbbd64dca659717324e
[19]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=10494049&cHash=6
f2152194a32315f156727423d756a4b
[20]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=10522822&cHash=8
7cf24869edfd77679f1b3542de19a11
[21]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=2278258&cHash=9b
f256fa31b8fcfe94835bc58fb7177b
[22]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=5217162&cHash=af
95c768045ffb398d7885c292564b92
[23]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=5217163&cHash=dc
30e0a3dc7995cb794c6d83f17e6de0
[24]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=5217164&cHash=1d
2993e0f01706289762409eb63d42f9
[25]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=4661480&cHash=71
0f13abf7ad795a5e974da6698341df
[26]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528196&cHash=f9
5a02dae5caec709662439fa865ec14
[27]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528434&cHash=6d
11ea46bb037d786df4754d2acac96b
[28]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1771267&cHash=9f
8ac35e57ed924fff182f6c4833b5df
[29]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528188&cHash=7b
e3ff347c82e5c3c46ee8ef01d8ee3e
[30]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528205&cHash=6c
86587af3586d52a4832edb397dc7bd
[31]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1825142&cHash=74
d4622bc4666f1c79088767f6772714
[32]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528222&cHash=af
6cbc6144dba85b0e7f1837bc3220ed
[33]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528227&cHash=69
df37e3aad72593ca47b334ae17aef4
[34]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528250&cHash=49
cdcd1ec30094b6564b82606252b781
[35]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528278&cHash=05
b3d56abaa6e3ba815910da56c938d0
[36]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=4457896&cHash=5f
14afb3495058e65a32e4250005d595
[37]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528298&cHash=ce
b3bcde14bb4a3ad77350f4dbe55548
[38]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528333&cHash=63
e6c3bbd90e6700d4e0f1c07bdf954d
[39]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528228&cHash=36
55c622a2b8e7a422af475170a8651a
[40]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528433&cHash=9e
45d9b377f3311c790493b7877a9990
[41]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528225&cHash=fc
d85434cf15e50ecf49c544482bca25
[42]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528309&cHash=12
514dcf866e73a4bb541f5b39a00153
[43]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528300&cHash=94
8e8c578c59d8aaa3bd31cc6f510262
[44]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528422&cHash=e8
c1d04faef5d97924c2e425c6a03036
[45]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528370&cHash=07
777c17a1fd810d20b1eae6fb3e29ba
[46]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528342&cHash=dc
c091f38d10c0579596a8c207949e67
[47]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528346&cHash=e5
d1d9dbb9715a34c456d4bc705f2e75
[48]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528326&cHash=5b
2c6f517b5b8c7c9f3ae250c2dc71f6
[49]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528397&cHash=0e
97a53a7798cf0d105c621ce423fea3
[50]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1825130&cHash=d6
3d8c9f1e9b5b722d583e09c18212b7
[51]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528384&cHash=aa
f77113d0e8523181d9772cb74660e5
[52]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528257&cHash=e6
05daca479c67b3b301ce81134440e0
[53]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1549305&cHash=37
9f5579ff3293539d3cf3385208a1c9
[54]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1549306&cHash=48
dc626b284a031ef0f589ad6c310c57
[55]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1549307&cHash=0a
d8ee66a6b4ccadb69e563941662b86
[56]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528413&cHash=e9
9d258821c3dd078e08d25ca2c8fd17
[57]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1825131&cHash=ac
a159f5e6dfdbe72bcb5317da37ec0b
[58]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528406&cHash=6a
b9921f95e90d88ccfd0e2d31eef237
[59]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1549304&cHash=82
5478cb48c9f9d644a572350f1dd22c
[60]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528253&cHash=2f
3feef854ca80da739966687774a8b6
[61]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528431&cHash=4e
8a9f5af9e18a31350d67f0d9fc6d3c
[62]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1528338&cHash=c5
6d9e91a1016c3966c1717629378340
[63]
https://www.netit.tu-berlin.de/menue/publications/
?tx_sibibtex_pi1%5Bcontentelement%5D=tt_content%3A66654
5&tx_sibibtex_pi1%5BshowUid%5D=1825132&cHash=bb
338642b46ffc327d7af54f47411e97
[64]
https://www.netit.tu-berlin.de/menue/publications/
?showp=2&tx_sibibtex_pi1%5Bsort%5D=year%3A1&cHa
sh=08c47a8975d83449a8b7d2b8b27529b7
[65]
https://www.netit.tu-berlin.de/menue/publications/
?showp=2&tx_sibibtex_pi1%5Bsort%5D=year%3A1&cHa
sh=08c47a8975d83449a8b7d2b8b27529b7
[66]
https://www.netit.tu-berlin.de/menue/publications/
?no_cache=1&tx_sibibtex_pi1%5Bdownload_bibtex_uid%5
D=10152936&tx_sibibtex_pi1%5Bcontentelement%5D=tt_c
ontent%3A666547
[67]
https://www.netit.tu-berlin.de/menue/publications/
[68] https://matomo.org/