Skip to main content
Erschienen in: Telecommunication Systems 2/2016

01.10.2016

Adoption of dynamic spectrum access technologies: a system dynamics approach

verfasst von: Arturo Basaure, Varadharajan Sridhar, Heikki Hämmäinen

Erschienen in: Telecommunication Systems | Ausgabe 2/2016

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The introduction of dynamic spectrum access (DSA) technologies in mobile markets faces technical, economic and regulatory challenges. This paper defines industry openness and spectrum centralization as the two key factors that affect the adoption of DSA technologies. The adoption process is analyzed employing a comprehensive System Dynamics model that considers the network and substitution effects. Two possible scenarios, namely operator-centric and user-centric adoption of DSA technologies are explored in the model. The analysis indicates that operator-centric DSA technologies may be adopted in most countries where spectrum is centralized, while end-user centric DSA technologies may be adopted in countries with decentralized spectrum regime and in niche emerging services. The study highlights the role of standards-based design and concludes by citing case studies that show the practicality of this analysis and associated policy prescriptions.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Fußnoten
1
Operator providing wireless internet access in a local basis, such as described in [2].
 
2
This framework has been adopted by the US and the EU as a three tiered framework authorization [18].
 
3
For Bass model description and application, see [42].
 
4
Critical mass is the “minimum network size that can be sustained in equilibrium” [44].
 
5
According to [54], spectrum license is an entry barrier according to Bain’s definition, but not according to Stigler’s definition. Considering that currently spectrum licenses have reselling rights and spectrum regimes are becoming more flexible, this study follows Stigler’s definition. Therefore spectrum licenses is not part of industry openness, but it is considered in a separate variable (spectrum centralization). A similar situation happens with taxi licenses, as explained by Demsetz [55].
 
6
Quasi rent is a return of a firm, which is temporal in its nature due to e.g. temporal entry barriers. Appropriable quasi rent arise from a vertical integration or a transaction-specific investment.
 
7
Under network effect, the number of adopters increases the value of a new adopter, since there are more connected devices to interact. In DSA, compatibility issues are relevant at both device and network sides.
 
8
Low market concentration increases the probability of having spectrum transactions at retail level, since it provides the end-user buying power and increased service offer. If market concentration (and spectrum concentration) is higher, there will be less transactions at retail level (less switching possibilities for end-users), but operators instead may develop a wholesale market, through cooperative or market based mechanisms, if they see it beneficial. Note that under dominant position (i.e. monopoly), the probability of having transactions decreases at both levels.
 
9
The literature has identified an inverted U-relationship between competition and investment [81, 82], in which investment is low with too high and too little competition. This relation has been widely acknowledged by more recent authors, such as [83, 84].
 
10
This exercise models user-centric devices substituting operator-centric devices. However, it may be easily extrapolated to include other scenarios, such as an operator-centric DSA process substituting an older process without DSA.
 
11
This competition coefficient affects the speed of convergence in the simulation results. This coefficient is in line with the one utilized in similar simulation exercises for telecom service substitution [86, 87] and was adjusted to converge for all the simulated scenarios.
 
12
The value of a network can be described as \(N^{2}\) by Metcalfe’s law or as \(e^{N}\) by Reed’s law.
 
13
Sources: [96, 97] and [98].
 
Literatur
1.
Zurück zum Zitat Cisco. (2015). Cisco visual networking index: Global mobile data traffic forecast update, 2014–2019 Cisco. (2015). Cisco visual networking index: Global mobile data traffic forecast update, 2014–2019
2.
Zurück zum Zitat Markendahl, J., & Casey, T. R. (2012). Business opportunities using white space spectrum and cognitive radio for mobile broadband services. In 2012 7th IEEE international ICST conference on cognitive radio oriented wireless networks and communications (CROWNCOM) (pp. 129–134). Markendahl, J., & Casey, T. R. (2012). Business opportunities using white space spectrum and cognitive radio for mobile broadband services. In 2012 7th IEEE international ICST conference on cognitive radio oriented wireless networks and communications (CROWNCOM) (pp. 129–134).
3.
Zurück zum Zitat Mitola, J. (2000). Cognitive radio: An integrated agent architecture for software defined radio, Doctoral thesis, KTH. Scientific American. 294(3) (pp. 66–73). Mitola, J. (2000). Cognitive radio: An integrated agent architecture for software defined radio, Doctoral thesis, KTH. Scientific American. 294(3) (pp. 66–73).
4.
Zurück zum Zitat Howell, B., Meade, R., & O’Connor, S. (2010). Structural separation versus vertical integration: Lessons for telecommunications from electricity reforms. Telecommunications Policy, 34(2010), 392–403.CrossRef Howell, B., Meade, R., & O’Connor, S. (2010). Structural separation versus vertical integration: Lessons for telecommunications from electricity reforms. Telecommunications Policy, 34(2010), 392–403.CrossRef
5.
Zurück zum Zitat Kim, J., Kim, Y., Gaston, N., Lestage, R., Kim, Y., & Flacher, D. (2011). Access regulation and infrastructure investment in the mobile telecommunications industry. Telecommunications Policy, 35(2011), 907–919.CrossRef Kim, J., Kim, Y., Gaston, N., Lestage, R., Kim, Y., & Flacher, D. (2011). Access regulation and infrastructure investment in the mobile telecommunications industry. Telecommunications Policy, 35(2011), 907–919.CrossRef
6.
Zurück zum Zitat Li, Y., & Lyons, B. (2012). Market structure, regulation and the speed of mobile network penetration. International Journal of Industrial Organization, 30(2012), 697–707.CrossRef Li, Y., & Lyons, B. (2012). Market structure, regulation and the speed of mobile network penetration. International Journal of Industrial Organization, 30(2012), 697–707.CrossRef
7.
Zurück zum Zitat Freyens, B. P., & Yerokhin, O. (2011). Allocative versus technical spectrum efficiency. Telecommunications Policy, 35(4), 291–300.CrossRef Freyens, B. P., & Yerokhin, O. (2011). Allocative versus technical spectrum efficiency. Telecommunications Policy, 35(4), 291–300.CrossRef
8.
Zurück zum Zitat Crocioni, P., & Franzoni, L. A. (2011). Transmitters and receivers’ investments to avoid interference: Is there an optimal regime? Telecommunications Policy, 35(6), 568–578.CrossRef Crocioni, P., & Franzoni, L. A. (2011). Transmitters and receivers’ investments to avoid interference: Is there an optimal regime? Telecommunications Policy, 35(6), 568–578.CrossRef
9.
Zurück zum Zitat Caicedo, C. E. & Weiss, M. B. H. (2011). The viability of spectrum trading markets. IEEE Communications Magazine. Caicedo, C. E. & Weiss, M. B. H. (2011). The viability of spectrum trading markets. IEEE Communications Magazine.
10.
Zurück zum Zitat Ballon, P., & Delaere, S. (2009). Flexible spectrum and future business models for the mobile industry. Telematics and Informatics, 26(3), 249–258.CrossRef Ballon, P., & Delaere, S. (2009). Flexible spectrum and future business models for the mobile industry. Telematics and Informatics, 26(3), 249–258.CrossRef
11.
Zurück zum Zitat Basaure, A., Marianov, V., & Paredes, R. (2014). Implications of dynamic spectrum management for regulation. Telecommunications Policy, 39(7), 563–579.CrossRef Basaure, A., Marianov, V., & Paredes, R. (2014). Implications of dynamic spectrum management for regulation. Telecommunications Policy, 39(7), 563–579.CrossRef
12.
Zurück zum Zitat Rogers, E. M. (2010). Adoption of innovations. New York: Simon and Schuster. Rogers, E. M. (2010). Adoption of innovations. New York: Simon and Schuster.
13.
Zurück zum Zitat Damanpour, F. (1991). Organizational innovation: A meta-analysis of effects of determinants and moderators. Academy of Management Journal, 34(3), 555–590.CrossRef Damanpour, F. (1991). Organizational innovation: A meta-analysis of effects of determinants and moderators. Academy of Management Journal, 34(3), 555–590.CrossRef
14.
Zurück zum Zitat Electronic Communications Committee (ECC). (2009). Light licensing, license-exempt and commons, report 132. Electronic Communications Committee (ECC). (2009). Light licensing, license-exempt and commons, report 132.
15.
Zurück zum Zitat European Commission, EU COM (2012) 478. European economic and social committee, promoting the shared use of radio spectrum resources in the internal market, Brussels. European Commission, EU COM (2012) 478. European economic and social committee, promoting the shared use of radio spectrum resources in the internal market, Brussels.
16.
Zurück zum Zitat Holland, O., De Nardis, L., Nolan, K., Medeisis, A., Anker, P., Minervini, L.F., Velez, F., Matinmikko, M., Sydor, J. (2012). Pluralistic licensing. In IEEE international symposium on dynamic spectrum access networks. Holland, O., De Nardis, L., Nolan, K., Medeisis, A., Anker, P., Minervini, L.F., Velez, F., Matinmikko, M., Sydor, J. (2012). Pluralistic licensing. In IEEE international symposium on dynamic spectrum access networks.
17.
Zurück zum Zitat Zhao, Q., & Sadler, B. M. (2007). A survey of dynamic spectrum access. IEEE Signal Processing Magazine, 24(3), 79–89.CrossRef Zhao, Q., & Sadler, B. M. (2007). A survey of dynamic spectrum access. IEEE Signal Processing Magazine, 24(3), 79–89.CrossRef
18.
Zurück zum Zitat Matinmikko, M., Mustonen, M., Roberson, D., Paavola, J., Höyhtya, M., Yrjola, S., & Roning, J. (2014). Overview and comparison of recent spectrum sharing approaches in regulation and research: From opportunistic unlicensed access towards licensed shared access. In IEEE international symposium on dynamic spectrum access networks (DYSPAN) (pp. 92–102). Matinmikko, M., Mustonen, M., Roberson, D., Paavola, J., Höyhtya, M., Yrjola, S., & Roning, J. (2014). Overview and comparison of recent spectrum sharing approaches in regulation and research: From opportunistic unlicensed access towards licensed shared access. In IEEE international symposium on dynamic spectrum access networks (DYSPAN) (pp. 92–102).
19.
Zurück zum Zitat Medeisis, A., & Minervini, L. F. (2013). Stalling innovation of cognitive radio: The case for a dedicated frequency band. Telecommunications Policy, 37, 108–115.CrossRef Medeisis, A., & Minervini, L. F. (2013). Stalling innovation of cognitive radio: The case for a dedicated frequency band. Telecommunications Policy, 37, 108–115.CrossRef
20.
Zurück zum Zitat Warma, H., Levä, T., Tripp, H., Ford, A., & Kostopoulos, A. (2011). Dynamics of communication protocol diffusion: The case of multipath TCP. NETNOMICS: Economic Research and Electronic Networking, 12(2), 133–159.CrossRef Warma, H., Levä, T., Tripp, H., Ford, A., & Kostopoulos, A. (2011). Dynamics of communication protocol diffusion: The case of multipath TCP. NETNOMICS: Economic Research and Electronic Networking, 12(2), 133–159.CrossRef
21.
Zurück zum Zitat Miranda, L., & Lima, C. A. (2013). Technology substitution and innovation adoption: The cases of imaging and mobile communication markets. Technological Forecasting and Social Change, 80(6), 1179–1193.CrossRef Miranda, L., & Lima, C. A. (2013). Technology substitution and innovation adoption: The cases of imaging and mobile communication markets. Technological Forecasting and Social Change, 80(6), 1179–1193.CrossRef
22.
Zurück zum Zitat Kim, M.-S., & Kim, H. (2007). Is there early take-off phenomenon in adoption of IP-based telecommunications services? Omega, 35(2007), 727–739.CrossRef Kim, M.-S., & Kim, H. (2007). Is there early take-off phenomenon in adoption of IP-based telecommunications services? Omega, 35(2007), 727–739.CrossRef
23.
Zurück zum Zitat Michalakelis, C., Varoutas, D., & Sphicopoulos, T. (2010). Innovation adoption with generation substitution effects. Technological Forecasting & Social Change, 77(2010), 541–557.CrossRef Michalakelis, C., Varoutas, D., & Sphicopoulos, T. (2010). Innovation adoption with generation substitution effects. Technological Forecasting & Social Change, 77(2010), 541–557.CrossRef
24.
Zurück zum Zitat Grajek, M., & Kretschmer, T. (2012). Identifying critical mass in the global cellular telephony market. International Journal of Industrial Organization, 30(2012), 496–507.CrossRef Grajek, M., & Kretschmer, T. (2012). Identifying critical mass in the global cellular telephony market. International Journal of Industrial Organization, 30(2012), 496–507.CrossRef
25.
Zurück zum Zitat Xiao, J., Hu, R., Qian, Y., Gong, L., & Wang, B. (2013). Expanding LTE network spectrum with cognitive radios: From concept to implementation. IEEE Wireless Communications, 20(2), 12–19.CrossRef Xiao, J., Hu, R., Qian, Y., Gong, L., & Wang, B. (2013). Expanding LTE network spectrum with cognitive radios: From concept to implementation. IEEE Wireless Communications, 20(2), 12–19.CrossRef
26.
Zurück zum Zitat Flores, A. B., Guerra, R. E., Knightly, E. W., Ecclesine, P., & Pandey, S. (2013). IEEE 802.11 af: A standard for TV white space spectrum sharing. IEEE Communications Magazine, 51(10), 92–100.CrossRef Flores, A. B., Guerra, R. E., Knightly, E. W., Ecclesine, P., & Pandey, S. (2013). IEEE 802.11 af: A standard for TV white space spectrum sharing. IEEE Communications Magazine, 51(10), 92–100.CrossRef
27.
Zurück zum Zitat Lei, Z., & Shellhammer, S. J. (2009). IEEE 802.22: The first cognitive radio wireless regional area network standard. IEEE Communications Magazine, 47(1), 130–138.CrossRef Lei, Z., & Shellhammer, S. J. (2009). IEEE 802.22: The first cognitive radio wireless regional area network standard. IEEE Communications Magazine, 47(1), 130–138.CrossRef
28.
Zurück zum Zitat Zhang, Y., Yu, R., Nekovee, M., Liu, Y., Xie, S., & Gjessing, S. (2012). Cognitive machine-to-machine communications: visions and potentials for the smart grid. IEEE Network, 26(3), 6–13.CrossRef Zhang, Y., Yu, R., Nekovee, M., Liu, Y., Xie, S., & Gjessing, S. (2012). Cognitive machine-to-machine communications: visions and potentials for the smart grid. IEEE Network, 26(3), 6–13.CrossRef
29.
Zurück zum Zitat Manusco, A., Probasco, L., & Patil, B. (2013). Protocol to access white space (PAWS) database: Use cases and requirements. Internet-draft. Manusco, A., Probasco, L., & Patil, B. (2013). Protocol to access white space (PAWS) database: Use cases and requirements. Internet-draft.
30.
Zurück zum Zitat Ghosh, S., Naik, G., Kumar, A., & Karandikar, A. (2015, February). OpenPAWS: An open source PAWS and UHF TV white space database implementation for India. In IEEE twenty first national conference on communications (NCC) (pp. 1–6). Ghosh, S., Naik, G., Kumar, A., & Karandikar, A. (2015, February). OpenPAWS: An open source PAWS and UHF TV white space database implementation for India. In IEEE twenty first national conference on communications (NCC) (pp. 1–6).
31.
Zurück zum Zitat Paavola, J., & Kivinen, A. (2014). Device authentication architecture for TV white space systems. In IEEE 9th international conference on cognitive radio oriented wireless networks and communications (CROWNCOM) (pp. 460-465). Paavola, J., & Kivinen, A. (2014). Device authentication architecture for TV white space systems. In IEEE 9th international conference on cognitive radio oriented wireless networks and communications (CROWNCOM) (pp. 460-465).
32.
Zurück zum Zitat Mueck, M. (2014). Standardisation for reconfigurable radio systems: where we are. ETSI workshop on reconfigurable radio systems. Presentation accessed in July 2015. Retrieved December 3 from www.etsi.org Mueck, M. (2014). Standardisation for reconfigurable radio systems: where we are. ETSI workshop on reconfigurable radio systems. Presentation accessed in July 2015. Retrieved December 3 from www.​etsi.​org
33.
Zurück zum Zitat Palola, M., Matinmikko, M., Prokkola, J., Mustonen, M., Heikkila, M., Kippola, T., \(\ldots \), Heiska, K. (2014). Live field trial of Licensed Shared Access (LSA) concept using LTE network in 2.3 GHz band. In IEEE international symposium on dynamic spectrum access networks (DYSPAN) (pp. 38–47). Palola, M., Matinmikko, M., Prokkola, J., Mustonen, M., Heikkila, M., Kippola, T., \(\ldots \), Heiska, K. (2014). Live field trial of Licensed Shared Access (LSA) concept using LTE network in 2.3 GHz band. In IEEE international symposium on dynamic spectrum access networks (DYSPAN) (pp. 38–47).
34.
Zurück zum Zitat 4G Americas. LTE carrier aggregation: Technology development and deployment worldwide. Retrieved October 2014. Accesses in July 2015 from www.4gamericas.org. 4G Americas. LTE carrier aggregation: Technology development and deployment worldwide. Retrieved October 2014. Accesses in July 2015 from www.​4gamericas.​org.
35.
Zurück zum Zitat Yuan, G., Zhang, X., Wang, W., & Yang, Y. (2010). Carrier aggregation for LTE-advanced mobile communication systems. IEEE Communications Magazine, 48(2), 88–93.CrossRef Yuan, G., Zhang, X., Wang, W., & Yang, Y. (2010). Carrier aggregation for LTE-advanced mobile communication systems. IEEE Communications Magazine, 48(2), 88–93.CrossRef
36.
Zurück zum Zitat Alkhansa, R., Artail, H., & Gutierrez-Estevez, D. M. (2014). LTE-WiFi carrier aggregation for future 5G systems: A feasibility study and research challenges. Procedia Computer Science, 34, 133–140.CrossRef Alkhansa, R., Artail, H., & Gutierrez-Estevez, D. M. (2014). LTE-WiFi carrier aggregation for future 5G systems: A feasibility study and research challenges. Procedia Computer Science, 34, 133–140.CrossRef
37.
Zurück zum Zitat Lin, X., Andrews, J., Ghosh, A., & Ratasuk, R. (2014). An overview of 3GPP device-to-device proximity services. IEEE Communications Magazine, 52(4), 40–48.CrossRef Lin, X., Andrews, J., Ghosh, A., & Ratasuk, R. (2014). An overview of 3GPP device-to-device proximity services. IEEE Communications Magazine, 52(4), 40–48.CrossRef
38.
Zurück zum Zitat Webb, W. (2012). Weightless: The technology to finally realise the m2m vision. International Journal of Interdisciplinary Telecommunications and Networking (IJITN), 4(2), 30–37.CrossRef Webb, W. (2012). Weightless: The technology to finally realise the m2m vision. International Journal of Interdisciplinary Telecommunications and Networking (IJITN), 4(2), 30–37.CrossRef
39.
Zurück zum Zitat Sridhar, V., Casey, T., & Hämmäinen, H. (2013). Flexible spectrum management for mobile broadband services: How does it vary across advanced and emerging markets? Telecommunications Policy Special Issue on Cognitive Radio, 37, 178–191.CrossRef Sridhar, V., Casey, T., & Hämmäinen, H. (2013). Flexible spectrum management for mobile broadband services: How does it vary across advanced and emerging markets? Telecommunications Policy Special Issue on Cognitive Radio, 37, 178–191.CrossRef
40.
Zurück zum Zitat Shy, Oz. (2004). Economics of network industries. Cambridge: Cambridge University Press. Shy, Oz. (2004). Economics of network industries. Cambridge: Cambridge University Press.
41.
Zurück zum Zitat Jang, S.-L., Dai, S.-C., & Sung, S. (2005). The pattern and externality effect of diffusion of mobile telecommunications: The case of the OECD and Taiwan. Information Economics and Policy, 17(2005), 133–148.CrossRef Jang, S.-L., Dai, S.-C., & Sung, S. (2005). The pattern and externality effect of diffusion of mobile telecommunications: The case of the OECD and Taiwan. Information Economics and Policy, 17(2005), 133–148.CrossRef
42.
Zurück zum Zitat Mahajan, V., Muller, E., & Bass, F. (1993). New-product adoption models. In Handbook in operations research and management science, Chapter 8, Marketing (Vol. 5). Amsterdam: North Holland. Mahajan, V., Muller, E., & Bass, F. (1993). New-product adoption models. In Handbook in operations research and management science, Chapter 8, Marketing (Vol. 5). Amsterdam: North Holland.
43.
Zurück zum Zitat Gurbaxani, V. (1990). Adoption in computing networks: The case of BITNET. Communications of the ACM, 33, 65–75.CrossRef Gurbaxani, V. (1990). Adoption in computing networks: The case of BITNET. Communications of the ACM, 33, 65–75.CrossRef
44.
Zurück zum Zitat Economides, N., & Himmelberg, C. P. (1995). Critical mass and network size with application to the US fax market. NYU Stern School of Business EC-95-11. Economides, N., & Himmelberg, C. P. (1995). Critical mass and network size with application to the US fax market. NYU Stern School of Business EC-95-11.
45.
Zurück zum Zitat Mak, V., & Zwick, R. (2010). Investment decisions and coordination problems in a market with network externalities: An experimental study. Journal of Economic Behavior & Organization, 76(2010), 759–773.CrossRef Mak, V., & Zwick, R. (2010). Investment decisions and coordination problems in a market with network externalities: An experimental study. Journal of Economic Behavior & Organization, 76(2010), 759–773.CrossRef
46.
Zurück zum Zitat Norton, J. A., & Bass, F. M. (1987). A diffusion theory model of adoption and substitution for successive generations of high-technology products. Management Science, 33(9), 1069–1086.CrossRef Norton, J. A., & Bass, F. M. (1987). A diffusion theory model of adoption and substitution for successive generations of high-technology products. Management Science, 33(9), 1069–1086.CrossRef
47.
Zurück zum Zitat Modis, T. (2003). A scientific approach to managing competition. The Industrial Physicist, 9(1), 24–27. Modis, T. (2003). A scientific approach to managing competition. The Industrial Physicist, 9(1), 24–27.
48.
Zurück zum Zitat Pistorius, C. & Utterback, J. (1996). A Lotka-Volterra model for multi-mode technological interaction: Modeling competition, symbiosis and predator prey modes. Sloan school of management, MIT, WP # 3929. Pistorius, C. & Utterback, J. (1996). A Lotka-Volterra model for multi-mode technological interaction: Modeling competition, symbiosis and predator prey modes. Sloan school of management, MIT, WP # 3929.
49.
Zurück zum Zitat Kucharavy, D., & De Guio, R. (2011). Application of S-shaped curves. Procedia Engineering, 9, 559–572.CrossRef Kucharavy, D., & De Guio, R. (2011). Application of S-shaped curves. Procedia Engineering, 9, 559–572.CrossRef
50.
Zurück zum Zitat Casey, T., & Töyli, J. (2012). Mobile voice adoption and service competition: A system dynamic analysis of regulatory policy. Telecommunications Policy, 36, 162–174.CrossRef Casey, T., & Töyli, J. (2012). Mobile voice adoption and service competition: A system dynamic analysis of regulatory policy. Telecommunications Policy, 36, 162–174.CrossRef
51.
Zurück zum Zitat Funk, J. L. (2011). Standards, critical mass, and the formation of complex industries: A case study of the mobile Internet. Journal of Engineering and Technology Management, 28(4), 232–248.CrossRef Funk, J. L. (2011). Standards, critical mass, and the formation of complex industries: A case study of the mobile Internet. Journal of Engineering and Technology Management, 28(4), 232–248.CrossRef
52.
Zurück zum Zitat Shin, D. H., & Bartolacci, M. (2007). A study of MVNO adoption and market structure in the EU, US, Hong Kong, and Singapore. Telematics and Informatics, 24(2), 86–100.CrossRef Shin, D. H., & Bartolacci, M. (2007). A study of MVNO adoption and market structure in the EU, US, Hong Kong, and Singapore. Telematics and Informatics, 24(2), 86–100.CrossRef
53.
Zurück zum Zitat Stigler, G. J. (1983). The organization of industry. Economics books. Chicago: University of Chicago Press. Stigler, G. J. (1983). The organization of industry. Economics books. Chicago: University of Chicago Press.
55.
Zurück zum Zitat Demsetz, H. (1982). Barriers to entry. The American Economic Review, 47-57 Demsetz, H. (1982). Barriers to entry. The American Economic Review, 47-57
56.
Zurück zum Zitat Suomi, H., Basaure, A., & Hämmäinen, H. (2013). Effects of capacity sharing on mobile access competition. In Proceeding capacity sharing workshop (CSWS’13) Suomi, H., Basaure, A., & Hämmäinen, H. (2013). Effects of capacity sharing on mobile access competition. In Proceeding capacity sharing workshop (CSWS’13)
57.
Zurück zum Zitat Coase, R. H. (1937). The nature of the firm. Economica, 4(16), 386–405.CrossRef Coase, R. H. (1937). The nature of the firm. Economica, 4(16), 386–405.CrossRef
58.
Zurück zum Zitat Klein, B., Crawford, R. & Alchian, A. (1978) Vertical integration, appropriable rents, and the competitive contracting process. Journal of Law and Economics, 297–321 Klein, B., Crawford, R. & Alchian, A. (1978) Vertical integration, appropriable rents, and the competitive contracting process. Journal of Law and Economics, 297–321
59.
Zurück zum Zitat Klemperer, P. (1995). Competition when consumers have switching costs: An overview with applications to industrial organization, macroeconomics, and international trade. Review of Economic Studies, 62, 515–539.CrossRef Klemperer, P. (1995). Competition when consumers have switching costs: An overview with applications to industrial organization, macroeconomics, and international trade. Review of Economic Studies, 62, 515–539.CrossRef
60.
Zurück zum Zitat Beard, T., Ford, G., Spiwak, L., & Stern, M. (2010). A policy framework for spectrum allocation in mobile communications. Federal Communications Law Journal, 62, 630. Beard, T., Ford, G., Spiwak, L., & Stern, M. (2010). A policy framework for spectrum allocation in mobile communications. Federal Communications Law Journal, 62, 630.
61.
Zurück zum Zitat Lundborg, M., Reichl, W., & Ruhle, E.-O. (2012). Spectrum allocation and its relevance for competition. Telecommunications Policy, 36(2012), 664–675.CrossRef Lundborg, M., Reichl, W., & Ruhle, E.-O. (2012). Spectrum allocation and its relevance for competition. Telecommunications Policy, 36(2012), 664–675.CrossRef
62.
Zurück zum Zitat Hazlett, T. W. (2008). Property rights and wireless license values. 51 journal of law & economics 563–98 Hazlett, T. W. (2008). Property rights and wireless license values. 51 journal of law & economics 563–98
63.
Zurück zum Zitat Freyens, B. P. (2010). Shared or exclusive radio waves? A dilemma gone astray. Telematics and Informatics, 27(3), 293–304.CrossRef Freyens, B. P. (2010). Shared or exclusive radio waves? A dilemma gone astray. Telematics and Informatics, 27(3), 293–304.CrossRef
64.
Zurück zum Zitat European Communications Office. (2012). ECO report 03: The licensing of mobile bands in CEPT. European Communications Office. (2012). ECO report 03: The licensing of mobile bands in CEPT.
65.
Zurück zum Zitat Prasad, R., & Sridhar, V. (2008). Optimal number of mobile service providers in India: Trade-off between efficiency and competition. International Journal of Business Data Communications and Networking, 4(3), 69–81.CrossRef Prasad, R., & Sridhar, V. (2008). Optimal number of mobile service providers in India: Trade-off between efficiency and competition. International Journal of Business Data Communications and Networking, 4(3), 69–81.CrossRef
66.
Zurück zum Zitat Mayo, J., & Wallsten, S. (2010). Enabling efficient wireless communications: The role of secondary spectrum markets. Information Economics and Policy, 22(2010), 61–72.CrossRef Mayo, J., & Wallsten, S. (2010). Enabling efficient wireless communications: The role of secondary spectrum markets. Information Economics and Policy, 22(2010), 61–72.CrossRef
67.
Zurück zum Zitat Telecommunications Regulatory Authority of India (TRAI). (2014a). Recommendations on working guidelines for spectrum trading. Retrieved from http://traui.gov.in. Accessed on 15th July 2014. Telecommunications Regulatory Authority of India (TRAI). (2014a). Recommendations on working guidelines for spectrum trading. Retrieved from http://​traui.​gov.​in. Accessed on 15th July 2014.
68.
Zurück zum Zitat Telecommunications Regulatory Authority of India (TRAI). (2014b). Recommendations on guidelines on spectrum sharing. Retrieved from http://traui.gov.in. Accessed on 25th July 2014. Telecommunications Regulatory Authority of India (TRAI). (2014b). Recommendations on guidelines on spectrum sharing. Retrieved from http://​traui.​gov.​in. Accessed on 25th July 2014.
70.
Zurück zum Zitat Fransman, M. (2010). The new ICT ecosystem: Implications for Europe. Cambridge: Cambridge University Press.CrossRef Fransman, M. (2010). The new ICT ecosystem: Implications for Europe. Cambridge: Cambridge University Press.CrossRef
71.
Zurück zum Zitat Arthur, W. B. (2009). The nature of technology: What it is and how it evolves. New York: The Free Press. Arthur, W. B. (2009). The nature of technology: What it is and how it evolves. New York: The Free Press.
72.
Zurück zum Zitat Forrester, J. W. (1958). Industrial dynamics: A major breakthrough for decision makers. Harvard Business Review, 36(4), 37–66. Forrester, J. W. (1958). Industrial dynamics: A major breakthrough for decision makers. Harvard Business Review, 36(4), 37–66.
73.
Zurück zum Zitat Tookey, A., Whalley, J., & Howick, S. (2006). Broadband adoption in remote and rural Scotland. Telecommunications Policy, 30, 481–495.CrossRef Tookey, A., Whalley, J., & Howick, S. (2006). Broadband adoption in remote and rural Scotland. Telecommunications Policy, 30, 481–495.CrossRef
74.
Zurück zum Zitat Davies, J., Howell, B. E., & Mabin, V. (2008). Telecom Regulation, regulatory behaviour and its impact—a system view. Communications & Strategies, 70, 145. Davies, J., Howell, B. E., & Mabin, V. (2008). Telecom Regulation, regulatory behaviour and its impact—a system view. Communications & Strategies, 70, 145.
75.
Zurück zum Zitat Lin, M.-S., & Wu, F.-S. (2013). Identifying the determinants of broadband adoption by adoption stage in OECD countries. Telecommunications Policy, 37, 241–251.CrossRef Lin, M.-S., & Wu, F.-S. (2013). Identifying the determinants of broadband adoption by adoption stage in OECD countries. Telecommunications Policy, 37, 241–251.CrossRef
76.
Zurück zum Zitat Rouvinen, P. (2006). Adoption of digital mobile telephony: Are developing countries different? Telecommunications Policy, 30, 46–63.CrossRef Rouvinen, P. (2006). Adoption of digital mobile telephony: Are developing countries different? Telecommunications Policy, 30, 46–63.CrossRef
77.
Zurück zum Zitat Verbeke, W., Dejaeger, K., Martens, D., Hur, J., & Baesens, B. (2012). New insights into churn prediction in the telecommunication sector: A profit driven data mining approach. European Journal of Operational Research, 218, 211–229.CrossRef Verbeke, W., Dejaeger, K., Martens, D., Hur, J., & Baesens, B. (2012). New insights into churn prediction in the telecommunication sector: A profit driven data mining approach. European Journal of Operational Research, 218, 211–229.CrossRef
78.
Zurück zum Zitat Scholl, H. J. (2001). Agent-based and system dynamics modeling: A call for cross study and joint research. In Proceedings of the IEEE 34th annual hawaii international conference on system sciences(p. 8). Scholl, H. J. (2001). Agent-based and system dynamics modeling: A call for cross study and joint research. In Proceedings of the IEEE 34th annual hawaii international conference on system sciences(p. 8).
79.
Zurück zum Zitat Sterman, John D. (2000). Business dynamics: system thinking and modeling for a complex world. Chapter 10: Path dependence and positive feedback. McGraw-Hill. Sterman, John D. (2000). Business dynamics: system thinking and modeling for a complex world. Chapter 10: Path dependence and positive feedback. McGraw-Hill.
80.
Zurück zum Zitat Ahmadian, A. (2008). System dynamics and technological innovation system-models of multi-technology substitution processes. Masters’ thesis. Chalmers University of Technology. Ahmadian, A. (2008). System dynamics and technological innovation system-models of multi-technology substitution processes. Masters’ thesis. Chalmers University of Technology.
81.
Zurück zum Zitat Aghion, P., Bloom, N., Blundell, R., Griffith, R. & Howitt, P. (2002). Competition and innovation: An inverted U relationship (No. w9269). National Bureau of Economic Research. Aghion, P., Bloom, N., Blundell, R., Griffith, R. & Howitt, P. (2002). Competition and innovation: An inverted U relationship (No. w9269). National Bureau of Economic Research.
82.
Zurück zum Zitat Scherer, F. M. (1967). Market structure and the employment of scientists and engineers. The American Economic Review, 524–531. Scherer, F. M. (1967). Market structure and the employment of scientists and engineers. The American Economic Review, 524–531.
83.
Zurück zum Zitat Sacco, D., & Schmutzler, A. (2011). Is there a U-shaped relation between competition and investment? International Journal of Industrial Organization, 29(1), 65–73.CrossRef Sacco, D., & Schmutzler, A. (2011). Is there a U-shaped relation between competition and investment? International Journal of Industrial Organization, 29(1), 65–73.CrossRef
84.
Zurück zum Zitat Bauer, J. M. (2010). Regulation, public policy, and investment in communications infrastructure. Telecommunications Policy, 34(1), 65–79.CrossRef Bauer, J. M. (2010). Regulation, public policy, and investment in communications infrastructure. Telecommunications Policy, 34(1), 65–79.CrossRef
85.
Zurück zum Zitat Mansfield, E. (1961). Technical change and the rate of imitation. Econometrica, 29(4), 741–766.CrossRef Mansfield, E. (1961). Technical change and the rate of imitation. Econometrica, 29(4), 741–766.CrossRef
86.
Zurück zum Zitat Lin, C. S. (2013). Forecasting and analyzing the competitive diffusion of mobile cellular broadband and fixed broadband in Taiwan with limited historical data. Economic Modelling, 35, 207–213.CrossRef Lin, C. S. (2013). Forecasting and analyzing the competitive diffusion of mobile cellular broadband and fixed broadband in Taiwan with limited historical data. Economic Modelling, 35, 207–213.CrossRef
87.
Zurück zum Zitat Baláž, V., & Williams, A. M. (2012). Diffusion and competition of voice communication technologies in the Czech and Slovak Republics, 1948–2009. Technological Forecasting and Social Change, 79(2), 393–404.CrossRef Baláž, V., & Williams, A. M. (2012). Diffusion and competition of voice communication technologies in the Czech and Slovak Republics, 1948–2009. Technological Forecasting and Social Change, 79(2), 393–404.CrossRef
89.
Zurück zum Zitat Electronic Communications Committee (ECC). (2005). ECC report 65. Auctions and beauty contests in CEPT administrations. Brijuni. Electronic Communications Committee (ECC). (2005). ECC report 65. Auctions and beauty contests in CEPT administrations. Brijuni.
90.
Zurück zum Zitat Tallberg, M., Hammainen, H., Töyli, J., Kamppari, S., & Kivi, A. (2007). Impacts of handset bundling on mobile data usage: The case of Finland. Telecommunications Policy, 31(2007), 648–659.CrossRef Tallberg, M., Hammainen, H., Töyli, J., Kamppari, S., & Kivi, A. (2007). Impacts of handset bundling on mobile data usage: The case of Finland. Telecommunications Policy, 31(2007), 648–659.CrossRef
92.
Zurück zum Zitat Prasad, R., & Sridhar, V. (2014). The dynamics of spectrum management: legacy, technology, and economics. Oxford University Press, ISBN-13: 978-0-19-809978-9; ISBN-10: 0–19-809978-9.Rogers, E. M. (2003). Adoption of innovations (5th ed.). New York: Free Press. Prasad, R., & Sridhar, V. (2014). The dynamics of spectrum management: legacy, technology, and economics. Oxford University Press, ISBN-13: 978-0-19-809978-9; ISBN-10: 0–19-809978-9.Rogers, E. M. (2003). Adoption of innovations (5th ed.). New York: Free Press.
93.
Zurück zum Zitat Nielsen Study. (2012). Nielsen featured insights: The rise of multi-SIM users: Customers shifting to dual SIM phones to have effective control over costs. Accessed in August 2014 from www.nielsen.com Nielsen Study. (2012). Nielsen featured insights: The rise of multi-SIM users: Customers shifting to dual SIM phones to have effective control over costs. Accessed in August 2014 from www.​nielsen.​com
94.
Zurück zum Zitat GSMA. (2013). Official document 12 FAST.13—Embedded SIM remote provisioning architecture, Version 1.1, 17. GSMA. (2013). Official document 12 FAST.13—Embedded SIM remote provisioning architecture, Version 1.1, 17.
95.
Zurück zum Zitat Faulhaber, G. R., Hahn, R. W., & Singer, H. J. (2011). Assessing competition in US wireless markets: Review of the FCC’s competition reports. Federal Communications Law Journal, 64, 319. Faulhaber, G. R., Hahn, R. W., & Singer, H. J. (2011). Assessing competition in US wireless markets: Review of the FCC’s competition reports. Federal Communications Law Journal, 64, 319.
97.
Zurück zum Zitat ITU-D. (2012). Yearbook of statistics, telecommunication/ICT indicators 2002–2011 ITU-D. (2012). Yearbook of statistics, telecommunication/ICT indicators 2002–2011
98.
Zurück zum Zitat Global Wireless Matrix. (2011). Bank of America, Merrill Lynch, industry overview. Global Wireless Matrix. (2011). Bank of America, Merrill Lynch, industry overview.
Metadaten
Titel
Adoption of dynamic spectrum access technologies: a system dynamics approach
verfasst von
Arturo Basaure
Varadharajan Sridhar
Heikki Hämmäinen
Publikationsdatum
01.10.2016
Verlag
Springer US
Erschienen in
Telecommunication Systems / Ausgabe 2/2016
Print ISSN: 1018-4864
Elektronische ISSN: 1572-9451
DOI
https://doi.org/10.1007/s11235-015-0113-7

Weitere Artikel der Ausgabe 2/2016

Telecommunication Systems 2/2016 Zur Ausgabe

Neuer Inhalt