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Journal Papers

Primary User Behavior in Cellular Networks and Implications for Dynamic Spectrum Access
Citation key willkomm09primary_user_behavior
Author Willkomm, Daniel and Machiraju, Sridhar and Bolot, Jean and Wolisz, Adam
Pages 88–95
Year 2009
DOI 10.1109/MCOM.2009.4804392
Journal IEEE Communications Magazine
Volume 47
Number 3
Month March
Organization Primary User Behavior in Cellular Networks and Implications for Dynamic Spectrum Access
Abstract Dynamic Spectrum Access (DSA) approaches, which propose to opportunistically use underutilized portions of licensed wireless spectrum such as cellular bands, are increasingly being seen as a way to alleviate spectrum scarcity. However, before DSA approaches can be enabled, it is important that we understand the dynamics of spectrum usage in licensed bands. Our focus in this paper is the cellular band. Using a unique dataset collected inside a cellular network operator, we analyze the usage in cellular bands and discuss the implications of our results on enabling DSA in these bands. One of the key aspects of our dataset is its scale – it consists of data collected over three weeks at hundreds of base stations. We dissect this data along different dimensions to characterize if and when spectrum is available, develop models of primary usage and understand the implications of these results on DSA techniques such as sensing.
Bibtex Type of Publication JournalPapersAndBookChapters
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Book chapters


Wiethölter, S. and Emmelmann, M. "Modeling Handover from the Access Networks Perspective", in Modeling and Tools for Network Simulation, pp. 341–356, March, 2010.

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de Baynast, A., Bohge, M., Willkomm, D. and Gross, J. "Physical Layer Modeling", in Modeling and Tools for Network Simulation, pp. 135–172, March, 2010.

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Hernández, J. A., López, V., García Dorado, J. L., Nejabati, R., Overby, H., Rostami, A., Vlachos, K. and Zervas, G. "Optical burst switching", in Enabling Optical Internet with Advanced Network Technologies, pp. 87-130, 2009.

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Emmelmann, M., Rathke, B. and Wolisz, A. "Mobility Support for Wireless PAN, LAN and MAN", in Mobile WiMAX: Toward Broadband Wireless Metropolitan Area, 2007.

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Sgroi, M., Wolisz, A., Sangiovanni-Vincentelli, A. and Rabaey, J. M. "A Service-Based Universal Application Interface for Ad Hoc Wireless Sensor and Actuator Networks", in Ambient intelligence, 2005.

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Book chapters (incollection)

Happ, D., Karowski, N., Menzel, T., Handziski, V. and Wolisz, A. "Enabling Cloud-centric IoT with Publish/subscribe Systems", in Internet of Things: Challenges, Advances and Applications, pp. 195–212, January, 2018.

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Budzisz, Ł. and Wolisz, A. "Home and enterprise networks", in Green Communications: Priciples, Concepts and Practice, May, 2015.

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Zubow, A., Fischer, J., Redlich, J.-P., Scheuermann, B., Schiller, J., Günes, M., Nagel, K., Wagner, P., Scheidgen, M., Eveslage, I., Sombrutzki, R. and Juraschek, F. "From Earthquake Detection to Traffic Surveillance – About Information and Communication Infrastructures for Smart Cities", in System Analysis and Modeling: Theory and Practice, vol. 7744, pp. 121–141, 2013.

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Ergin, M. O., Baydere, S., Cayirci, E., Hacioglu, I., Ollero, A., Maza, I., Viguria, A., Bonnet, P. and Lijding, M. "Applications and Application Scenarios", in Cooperating Embedded Systems and Wireless Sensor Networks (ISTE), 2010.

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Woesner, H., Maier, M. and Wolisz, A. "Comparison of Single-Hop and Multihop AWG-Based WDM Networks", in Next Generation Optical Network Design and Modelling, pp. 51–65, 2003.

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Kubisch, M., Karl, H. and Wolisz, A. "Are Classes of Nodes with Different Power Amplifiers Good for Wireless Multi-hop Networks?", in Lecture Notes in Computer Science, vol. 2775, pp. 841 - 846, 2003.

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Wolisz, A. "Information Access is Fine, But Who is Going to Pay", in New Developments in Distributed Applications and Interoperable Systems, pp. 149–160, September, 2001.

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Wolisz, A. "Wireless Internet Architectures: Selected Issues", in Personal Wireless Communications, pp. 1–16, September, 2000. (Invited Paper)

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Woesner, H. "Primenet - A Concept for a WDM-based Fiber Backbone", in Optical Network Design and Modelling, pp. 98–106, April, 1998.

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Röhl, C., Woesner, H. and Wolisz, A. "A Short Look on Power Saving Mechanisms in the Wireless LAN Standard IEEE 802.11", in Advances in Wireless Communications, pp. 219–226, April, 1998.

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Ebert, J.-P., Holtkamp, R., Wolisz, A. and Ramel, L. "A Distributed Media Access Control for Wireless ATM Environments", in Advances in Wireless Communications, pp. 93–108, April, 1998.

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Willig, A. and Schieferdecker, I. "Specifying and Verifying the Steam Boiler Control System with Time Extended LOTOS", in The Steam Boiler Case Study Book, November, 1996.

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Schulzrinne, H., Smirnov, M., Roth, R. and Wolisz, A. "IP Multicasting over ATM: The Multicube Approach", in Global Information Infrastructure (GII) Evolution. Interworking Issues, pp. 181–190, October, 1996.

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Wolisz, A., Schläger, M., Weinmiller, J. and Woesner, H. "Wireless access to high speed networks", in High-Speed Networking for Multimedia Applications, pp. 361–381, June, 1996.

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