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Erschienen in: Wireless Personal Communications 1/2017

01.06.2017

Sub-GHz LPWAN Network Coexistence, Management and Virtualization: An Overview and Open Research Challenges

verfasst von: Eli De Poorter, Jeroen Hoebeke, Matthias Strobbe, Ingrid Moerman, Steven Latré, Maarten Weyn, Bart Lannoo, Jeroen Famaey

Erschienen in: Wireless Personal Communications | Ausgabe 1/2017

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Abstract

The IoT domain is characterized by many applications that require low-bandwidth communications over a long range, at a low cost and at low power. Low power wide area networks (LPWANs) fulfill these requirements by using sub-GHz radio frequencies (typically 433 or 868 MHz) with typical transmission ranges in the order of 1 up to 50 km. As a result, a single base station can cover large areas and can support high numbers of connected devices (>1000 per base station). Notorious initiatives in this domain are LoRa, Sigfox and the upcoming IEEE 802.11ah (or “HaLow”) standard. Although these new technologies have the potential to significantly impact many IoT deployments, the current market is very fragmented and many challenges exists related to deployment, scalability, management and coexistence aspects, making adoption of these technologies difficult for many companies. To remedy this, this paper proposes a conceptual framework to improve the performance of LPWAN networks through in-network optimization, cross-technology coexistence and cooperation and virtualization of management functions. In addition, the paper gives an overview of state of the art solutions and identifies open challenges for each of these aspects.

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Literatur
1.
Zurück zum Zitat (2015). LoRaWAN: What is it? A technical overview of LoRa and LoRaWAN, a technical overview of LoRa and LoRaWAN, LoRa Alliance Technical Marketing Workgroup 1.0. (2015). LoRaWAN: What is it? A technical overview of LoRa and LoRaWAN, a technical overview of LoRa and LoRaWAN, LoRa Alliance Technical Marketing Workgroup 1.0.
3.
Zurück zum Zitat Park, M. (2015). IEEE 802.11ah: Sub-1-GHz license-exempt operation for the internet of things. IEEE Communication Magazine, 53(9), 145–151.CrossRef Park, M. (2015). IEEE 802.11ah: Sub-1-GHz license-exempt operation for the internet of things. IEEE Communication Magazine, 53(9), 145–151.CrossRef
4.
Zurück zum Zitat Tian, L., Famaey, J., & Latré, L. (2016). Evaluation of the IEEE 802.11ah restricted access window mechanism for dense IoT networks. In IEEE international symposium on a world of wireless, mobile and multimedia networks (WoWMoM). Tian, L., Famaey, J., & Latré, L. (2016). Evaluation of the IEEE 802.11ah restricted access window mechanism for dense IoT networks. In IEEE international symposium on a world of wireless, mobile and multimedia networks (WoWMoM).
5.
Zurück zum Zitat Chang, K. H., & Mason, B. (2012). The IEEE 802.15.4g standard for smart metering utility networks. In 2012 IEEE third international conference on smart grid communications, Tainan (pp. 476–480). Chang, K. H., & Mason, B. (2012). The IEEE 802.15.4g standard for smart metering utility networks. In 2012 IEEE third international conference on smart grid communications, Tainan (pp. 476–480).
6.
Zurück zum Zitat Dujovne, D., Watteyne, T., Vilajosana, X., & Thubert, P. (2014). 6TiSCH: Deterministic IP-enabled industrial internet (of things). IEEE Communications Magazine, 52(12), 36–41.CrossRef Dujovne, D., Watteyne, T., Vilajosana, X., & Thubert, P. (2014). 6TiSCH: Deterministic IP-enabled industrial internet (of things). IEEE Communications Magazine, 52(12), 36–41.CrossRef
7.
Zurück zum Zitat Watteyne, T., Mehta, A., & Pister, K. (2009). Reliability through frequency diversity: Why channel hopping makes sense. In 6th ACM symposium on performance evaluation of wireless ad hoc, sensor, and ubiquitous networks. Watteyne, T., Mehta, A., & Pister, K. (2009). Reliability through frequency diversity: Why channel hopping makes sense. In 6th ACM symposium on performance evaluation of wireless ad hoc, sensor, and ubiquitous networks.
8.
Zurück zum Zitat Shin, K., Park, I., Hong, J., Har, D., & Cho, D. (2015). Per-node throughput enhancement in Wi-Fi densenets. IEEE Communications Magazine, 53(1), 118–125.CrossRef Shin, K., Park, I., Hong, J., Har, D., & Cho, D. (2015). Per-node throughput enhancement in Wi-Fi densenets. IEEE Communications Magazine, 53(1), 118–125.CrossRef
10.
Zurück zum Zitat Daneels, G., Famaey, J., Bohez, S., Simoens, P., & Latré, S. (2015). Upstream content scheduling in Wi-Fi densenets during large-scale events. In IEEE globecom workshop on enabling technologies in future wireless local area networks (ETFWLAN). Daneels, G., Famaey, J., Bohez, S., Simoens, P., & Latré, S. (2015). Upstream content scheduling in Wi-Fi densenets during large-scale events. In IEEE globecom workshop on enabling technologies in future wireless local area networks (ETFWLAN).
11.
Zurück zum Zitat Zats, S., Su, R., Watteyne, T., & Pister, K. S. J. (2011). Scalability of time synchronized wireless sensor networking. In 37th Annual conference of the IEEE Industrial Electronics Society (pp. 3011–3016). Zats, S., Su, R., Watteyne, T., & Pister, K. S. J. (2011). Scalability of time synchronized wireless sensor networking. In 37th Annual conference of the IEEE Industrial Electronics Society (pp. 3011–3016).
12.
Zurück zum Zitat Palattella, M. R., Accettura, N., Dohler, M., Grieco, L. A., & Boggia, G. (2012). Traffic aware scheduling algorithm for reliable low-power multi-hop IEEE 802.15.4e networks. In IEEE 23rd international symposium on personal, indoor and mobile radio communications - (PIMRC) (pp. 327–332). doi:10.1109/PIMRC.2012.6362805 Palattella, M. R., Accettura, N., Dohler, M., Grieco, L. A., & Boggia, G. (2012). Traffic aware scheduling algorithm for reliable low-power multi-hop IEEE 802.15.4e networks. In IEEE 23rd international symposium on personal, indoor and mobile radio communications - (PIMRC) (pp. 327–332). doi:10.​1109/​PIMRC.​2012.​6362805 
13.
Zurück zum Zitat Dujovne, D., et al. (2014). 6TiSCH on-the-fly scheduling. Internet-Draft [work-in-progress], IETF Std., Rev. draft-dujovne-6tisch-on-the-fly-02, Feb 14, 2014. Dujovne, D., et al. (2014). 6TiSCH on-the-fly scheduling. Internet-Draft [work-in-progress], IETF Std., Rev. draft-dujovne-6tisch-on-the-fly-02, Feb 14, 2014.
14.
Zurück zum Zitat Tian, L., Latré, L., & Famaey, J. (2016). Implementation and validation of an IEEE 802.11ah module for NS-3. In Workshop on ns-3 (WNS3). Tian, L., Latré, L., & Famaey, J. (2016). Implementation and validation of an IEEE 802.11ah module for NS-3. In Workshop on ns-3 (WNS3).
15.
Zurück zum Zitat Ogawa, K., Morikura, M., Yamamoto, K., & Sugihara, T. (2013). IEEE 802.11ah based M2M networks employing virtual grouping and power saving methods. IEICE Transactions on Communications, 96(12), 2976–2985.CrossRef Ogawa, K., Morikura, M., Yamamoto, K., & Sugihara, T. (2013). IEEE 802.11ah based M2M networks employing virtual grouping and power saving methods. IEICE Transactions on Communications, 96(12), 2976–2985.CrossRef
16.
Zurück zum Zitat Qutab-ud-din, M., Hazmi, A., Badihi, B., Larmo, A., Torsner, J., & Valkama, M. (2015). Performance analysis of IoT-enabling IEEE 802.11ah technology and its RAW mechanism with non-cross slot boundary holding schemes. In IEEE 16th international symposium on a world of wireless, mobile and multimedia networks (WoWMoM). Qutab-ud-din, M., Hazmi, A., Badihi, B., Larmo, A., Torsner, J., & Valkama, M. (2015). Performance analysis of IoT-enabling IEEE 802.11ah technology and its RAW mechanism with non-cross slot boundary holding schemes. In IEEE 16th international symposium on a world of wireless, mobile and multimedia networks (WoWMoM).
17.
Zurück zum Zitat Park, M. (2014). IEEE 802.11ah: Energy efficient MAC protocols for long range wireless LAN. In IEEE international conference on communications (ICC) (pp. 2388–2393). Park, M. (2014). IEEE 802.11ah: Energy efficient MAC protocols for long range wireless LAN. In IEEE international conference on communications (ICC) (pp. 2388–2393).
18.
Zurück zum Zitat Park, C. W., Hwang, D., & Lee, T.-J. (2014). Enhancement of IEEE 802.11ah MAC for M2M communications. IEEE Communications Letters, 18(7), 1151–1154.CrossRef Park, C. W., Hwang, D., & Lee, T.-J. (2014). Enhancement of IEEE 802.11ah MAC for M2M communications. IEEE Communications Letters, 18(7), 1151–1154.CrossRef
20.
Zurück zum Zitat Liang, C., & Yu, F. (2015). Wireless network virtualization: A survey, some research issues and challenges. IEEE Communications Surveys Tutorials, 17(1), 358–380.CrossRef Liang, C., & Yu, F. (2015). Wireless network virtualization: A survey, some research issues and challenges. IEEE Communications Surveys Tutorials, 17(1), 358–380.CrossRef
21.
Zurück zum Zitat Granelli, F., Gebremariam, A., Usman, M., Cugini, F., Stamati, V., Alitska, M., & Chatzimisios, P. (2015). Software defined and virtualized wireless access in future wireless networks: Scenarios and standards. IEEE Communications Magazine, 53(6), 26–34.CrossRef Granelli, F., Gebremariam, A., Usman, M., Cugini, F., Stamati, V., Alitska, M., & Chatzimisios, P. (2015). Software defined and virtualized wireless access in future wireless networks: Scenarios and standards. IEEE Communications Magazine, 53(6), 26–34.CrossRef
22.
Zurück zum Zitat Yang, M., Jin, Y., Zeng, L., Wu, X., & Vasilakos, A. (2015). Software-defined and virtualized future mobile and wireless networks: A survey. Mobile Networks and Applications, 20(4–18), 2015. Yang, M., Jin, Y., Zeng, L., Wu, X., & Vasilakos, A. (2015). Software-defined and virtualized future mobile and wireless networks: A survey. Mobile Networks and Applications, 20(4–18), 2015.
23.
Zurück zum Zitat Paventhan, A., Krishna, H., Pahuja, N., Khan, M. F., & Jain, A. (2015). Experimental evaluation of IETF 6TiSCH in the context of smart grid. In IEEE 2nd world forum on internet of things (WF-IoT) (pp. 530–535). Paventhan, A., Krishna, H., Pahuja, N., Khan, M. F., & Jain, A. (2015). Experimental evaluation of IETF 6TiSCH in the context of smart grid. In IEEE 2nd world forum on internet of things (WF-IoT) (pp. 530–535).
24.
Zurück zum Zitat Duquennoy, S., Al Nahas, B., Landsiedel, O., & Watteyne, T. (2015). Orchestra: Robust mesh networks through autonomously scheduled TSCH. In Proceedings of the 13th ACM conference on embedded networked sensor systems (pp. 337–350). Duquennoy, S., Al Nahas, B., Landsiedel, O., & Watteyne, T. (2015). Orchestra: Robust mesh networks through autonomously scheduled TSCH. In Proceedings of the 13th ACM conference on embedded networked sensor systems (pp. 337–350).
25.
Zurück zum Zitat Liu, Y.-H., Huang, X., Vidojkovic, M., Ba, A., Harpe, P., Dolmans, G., & Groot, H. D. (2013). A 1.9 nJ/b 2.4 GHz multistandard (bluetooth low energy/zigbee/IEEE802.15.6) transceiver for personal/body-area networks. In ISSCC 2013. Liu, Y.-H., Huang, X., Vidojkovic, M., Ba, A., Harpe, P., Dolmans, G., & Groot, H. D. (2013). A 1.9 nJ/b 2.4 GHz multistandard (bluetooth low energy/zigbee/IEEE802.15.6) transceiver for personal/body-area networks. In ISSCC 2013.
26.
Zurück zum Zitat Wong, A. C. W., Dawkins, M., Devita, G., Kasparidis, N., Katsiamis, A., King, O., et al. (2013). A 1 V 5 mA multimode IEEE 802.15.6/bluetooth low-energy WBAN transceiver for biotelemetry applications. IEEE Journal of Solid-State Circuits, 48(1), 186–198.CrossRef Wong, A. C. W., Dawkins, M., Devita, G., Kasparidis, N., Katsiamis, A., King, O., et al. (2013). A 1 V 5 mA multimode IEEE 802.15.6/bluetooth low-energy WBAN transceiver for biotelemetry applications. IEEE Journal of Solid-State Circuits, 48(1), 186–198.CrossRef
27.
Zurück zum Zitat Fabbro, P. D., et al. (2010). A 0.8 V 2.4 GHz 1 Mb/s GFSK RF transceiver with on-chip DC–DC converter in a standard 0.18 µm CMOS technology. In Proceedings of ESSCIRC, Sept 14–16, 2010. doi:10.1109/ESSCIRC.2010.5619742. Fabbro, P. D., et al. (2010). A 0.8 V 2.4 GHz 1 Mb/s GFSK RF transceiver with on-chip DC–DC converter in a standard 0.18 µm CMOS technology. In Proceedings of ESSCIRC, Sept 14–16, 2010. doi:10.​1109/​ESSCIRC.​2010.​5619742.
28.
Zurück zum Zitat Das, K., Mathews, E., Zand, P., Sanchez Ramirez, A., & Havinga, P. Efficient I/O joining and reliable data publication in energy harvested ISA100.11a network. In IEEE international conference on industrial technology (ICIT). Das, K., Mathews, E., Zand, P., Sanchez Ramirez, A., & Havinga, P. Efficient I/O joining and reliable data publication in energy harvested ISA100.11a network. In IEEE international conference on industrial technology (ICIT).
29.
Zurück zum Zitat Yang, D., Xu, Y., & Gidlund, M. (2011). Wireless coexistence between IEEE 802.11- and IEEE 802.15.4-based networks: A survey. International Journal of Distributed Sensor Networks. doi:10.1155/2011/912152 Yang, D., Xu, Y., & Gidlund, M. (2011). Wireless coexistence between IEEE 802.11- and IEEE 802.15.4-based networks: A survey. International Journal of Distributed Sensor Networks. doi:10.​1155/​2011/​912152
30.
Zurück zum Zitat Challoo, R., Oladeinde, A., Yilmazer, N., Ozcelik, S., & Challoo, L. (2012). An overview and assessment of wireless technologies and coexistence of ZigBee, Bluetooth and Wi-Fi devices. Procedia Computer Science, 12, 386–391.CrossRef Challoo, R., Oladeinde, A., Yilmazer, N., Ozcelik, S., & Challoo, L. (2012). An overview and assessment of wireless technologies and coexistence of ZigBee, Bluetooth and Wi-Fi devices. Procedia Computer Science, 12, 386–391.CrossRef
31.
Zurück zum Zitat Pollin, S., Tan, I., Hodge, B., & Bahai, A. (2008). Harmful coexistence between 802.15.4 and 802.11: A measurement-based study. In 3rd international conference on cognitive radio oriented wireless networks and communications (CrownCom 2008) (pp. 1–6). Pollin, S., Tan, I., Hodge, B., & Bahai, A. (2008). Harmful coexistence between 802.15.4 and 802.11: A measurement-based study. In 3rd international conference on cognitive radio oriented wireless networks and communications (CrownCom 2008) (pp. 1–6).
32.
Zurück zum Zitat Lakshminarayanan, K., Sapra, S., Seshan, S., & Steenkiste, P. (2009). Rfdump: An architecture for monitoring the wireless ether. In Proceedings of the 5th ACM international conference on emerging networking experiments and technologies (CoNEXT). Lakshminarayanan, K., Sapra, S., Seshan, S., & Steenkiste, P. (2009). Rfdump: An architecture for monitoring the wireless ether. In Proceedings of the 5th ACM international conference on emerging networking experiments and technologies (CoNEXT).
33.
Zurück zum Zitat Hermans, F., Larzon, L.-A., Rensfelt, O., & Gunningberg, P. (2012). A lightweight approach to online detection and classification of interference in 802.15.4-based sensor networks. In ACM SIGBED Review—Special Issue on the 3rd International Workshop on Networks of Cooperating Objects (CONET). Hermans, F., Larzon, L.-A., Rensfelt, O., & Gunningberg, P. (2012). A lightweight approach to online detection and classification of interference in 802.15.4-based sensor networks. In ACM SIGBED Review—Special Issue on the 3rd International Workshop on Networks of Cooperating Objects (CONET).
34.
Zurück zum Zitat Zhou, R., Xiong, Y., Xing, G., Sun, L., & Ma, J. (2010). Zifi: Wireless LAN discovery via ZigBee interference signatures. In Proceedings of the sixteenth annual international conference on mobile computing and networking. MobiCom ‘10 (pp. 49–60). New York: ACM. Zhou, R., Xiong, Y., Xing, G., Sun, L., & Ma, J. (2010). Zifi: Wireless LAN discovery via ZigBee interference signatures. In Proceedings of the sixteenth annual international conference on mobile computing and networking. MobiCom ‘10 (pp. 49–60). New York: ACM.
35.
Zurück zum Zitat Rayanchu, S., Patro, A., & Banerjee, S. (2011). Airshark: Detecting non-WiFi RF devices using commodity WiFi hardware. In Proceedings of the ACM SIGCOMM conference on internet measurement conference. IMC ’11 ( pp. 137–154). New York: ACM. Rayanchu, S., Patro, A., & Banerjee, S. (2011). Airshark: Detecting non-WiFi RF devices using commodity WiFi hardware. In Proceedings of the ACM SIGCOMM conference on internet measurement conference. IMC ’11 ( pp. 137–154). New York: ACM.
36.
Zurück zum Zitat Huang, J., Xing, G., Zhou, G., & Zhou, R. (2010). Beyond co-existence: Exploiting WiFi white space for Zigbee performance assurance. In 18th IEEE international conference on network protocols (pp. 305–314). Huang, J., Xing, G., Zhou, G., & Zhou, R. (2010). Beyond co-existence: Exploiting WiFi white space for Zigbee performance assurance. In 18th IEEE international conference on network protocols (pp. 305–314).
37.
Zurück zum Zitat Javed, Q., & Prakash, R. (2013). CHAMELEON: A framework for coexistence of wireless technologies in an unlicensed band. Wireless Personal Communications, 77(1), 777–808.CrossRef Javed, Q., & Prakash, R. (2013). CHAMELEON: A framework for coexistence of wireless technologies in an unlicensed band. Wireless Personal Communications, 77(1), 777–808.CrossRef
38.
Zurück zum Zitat Tytgat, L., Yaron, O., Pollin, S., Moerman, I., & Demeester, P. (2015). Analysis and experimental verification of frequency-based interference avoidance mechanisms in IEEE 802.15.4. IEEE/ACM Transactions on Networking, 23(2), 369–382.CrossRef Tytgat, L., Yaron, O., Pollin, S., Moerman, I., & Demeester, P. (2015). Analysis and experimental verification of frequency-based interference avoidance mechanisms in IEEE 802.15.4. IEEE/ACM Transactions on Networking, 23(2), 369–382.CrossRef
39.
Zurück zum Zitat Correia, L. H. A., Tran, T.-D., Pereira, V. N. S. S., Giacomin, J. C., & Sá Silva, J. M. (2015). DynMAC: A resistant MAC protocol to coexistence in wireless sensor networks. Computer Networks, 76, 1–16.CrossRef Correia, L. H. A., Tran, T.-D., Pereira, V. N. S. S., Giacomin, J. C., & Sá Silva, J. M. (2015). DynMAC: A resistant MAC protocol to coexistence in wireless sensor networks. Computer Networks, 76, 1–16.CrossRef
40.
Zurück zum Zitat Hayashi, H. (2015). Standardization of wireless coexistence in industrial automation. In 2015 54th Annual conference of the Society of Instrument and Control Engineers of Japan (SICE) (pp. 968–973). Hayashi, H. (2015). Standardization of wireless coexistence in industrial automation. In 2015 54th Annual conference of the Society of Instrument and Control Engineers of Japan (SICE) (pp. 968–973).
41.
Zurück zum Zitat Chiwewe, T. M., Mbuya, C. F., & Hancke, G. P. (2015). Using cognitive radio for interference-resistant industrial wireless sensor networks: An overview. IEEE Transactions on Industrial Informatics, 11(6), 1466–1481.CrossRef Chiwewe, T. M., Mbuya, C. F., & Hancke, G. P. (2015). Using cognitive radio for interference-resistant industrial wireless sensor networks: An overview. IEEE Transactions on Industrial Informatics, 11(6), 1466–1481.CrossRef
42.
Zurück zum Zitat De Valck, P., Moerman, I., Croce, D., Giuliano, F., Tinnirello, I., Garlisi, D., De Poorter, E., & Jooris, B. (2014). Exploiting programmable architectures for WiFi/ZigBee inter-technology cooperation. EURASIP Journal on Wireless Communications and Networking, 2014, 212.CrossRef De Valck, P., Moerman, I., Croce, D., Giuliano, F., Tinnirello, I., Garlisi, D., De Poorter, E., & Jooris, B. (2014). Exploiting programmable architectures for WiFi/ZigBee inter-technology cooperation. EURASIP Journal on Wireless Communications and Networking, 2014, 212.CrossRef
43.
Zurück zum Zitat Chebrolu, K., & Dhekne, A. (2009). Esense: Communication through energy sensing. In Proceedings of the 15th annual international conference on mobile computing and networking (MobiCom ‘09) (pp. 85–96). New York, NY: ACM. Chebrolu, K., & Dhekne, A. (2009). Esense: Communication through energy sensing. In Proceedings of the 15th annual international conference on mobile computing and networking (MobiCom ‘09) (pp. 85–96). New York, NY: ACM.
44.
Zurück zum Zitat Fischer, A., Botero, J., Till Beck, M., de Meer, H., & Hesselbach, X. (2013). Virtual network embedding: A survey. IEEE Communications Surveys & Tutorials, 15(4). Fischer, A., Botero, J., Till Beck, M., de Meer, H., & Hesselbach, X. (2013). Virtual network embedding: A survey. IEEE Communications Surveys & Tutorials, 15(4).
45.
Zurück zum Zitat Lin, T., Bannazadeh, H., & Leon-Garcia, A. (2015). Introducing wireless access programmability using software-defined infrastructure. In IFIP/IEEE international symposium on integrated network management (IM) (pp. 585–591). Lin, T., Bannazadeh, H., & Leon-Garcia, A. (2015). Introducing wireless access programmability using software-defined infrastructure. In IFIP/IEEE international symposium on integrated network management (IM) (pp. 585–591).
46.
Zurück zum Zitat Guo, K., Sanadhya, S., & Woo, T. (2015). Vifi: Virtualizing WLAN using commodity hardware. ACM SIGMOBILE Mobile Computing and Communications Review, 18(3), 41–48.CrossRef Guo, K., Sanadhya, S., & Woo, T. (2015). Vifi: Virtualizing WLAN using commodity hardware. ACM SIGMOBILE Mobile Computing and Communications Review, 18(3), 41–48.CrossRef
48.
Zurück zum Zitat Van den Abeele, F., Hoebeke, J., Moerman, I., & Demeester, P. (2014). Fine-grained management of CoAP interactions with constrained IoT devices. In IEEE/IFIP network operations and management symposium, proceedings (pp. 1–5). Van den Abeele, F., Hoebeke, J., Moerman, I., & Demeester, P. (2014). Fine-grained management of CoAP interactions with constrained IoT devices. In IEEE/IFIP network operations and management symposium, proceedings (pp. 1–5).
49.
Zurück zum Zitat Bonomi, F., et al. (2012). Fog computing and its role in the internet of things. In Proceedings of the first edition of the MCC workshop on mobile cloud computing (pp. 13–16). Helsinki: ACM. Bonomi, F., et al. (2012). Fog computing and its role in the internet of things. In Proceedings of the first edition of the MCC workshop on mobile cloud computing (pp. 13–16). Helsinki: ACM.
50.
Zurück zum Zitat Hu, Y. C., Patel, M., Sabella, D., Sprecher, N., & Young, V. (2015). Mobile edge computing—A key technology towards 5G. ETSI White Paper (11). Hu, Y. C., Patel, M., Sabella, D., Sprecher, N., & Young, V. (2015). Mobile edge computing—A key technology towards 5G. ETSI White Paper (11).
51.
Zurück zum Zitat Baldo, N., Tamma, B. R., Manoj, B., Rao, R., & Zorzi, M. (2009). A neural network based cognitive controller for dynamic channel selection. In IEEE international conference on communications, 2009. ICC’09 (pp. 1–5). IEEE. Baldo, N., Tamma, B. R., Manoj, B., Rao, R., & Zorzi, M. (2009). A neural network based cognitive controller for dynamic channel selection. In IEEE international conference on communications, 2009. ICC’09 (pp. 1–5). IEEE.
52.
Zurück zum Zitat Zorzi, M., Zanella, A., Testolin, A., De Filippo De Grazia, M., & Zorzi, M. (2015). Cognition-based networks: A new perspective on network optimization using learning and distributed intelligence. IEEE Access, 3, 1512–1530.CrossRef Zorzi, M., Zanella, A., Testolin, A., De Filippo De Grazia, M., & Zorzi, M. (2015). Cognition-based networks: A new perspective on network optimization using learning and distributed intelligence. IEEE Access, 3, 1512–1530.CrossRef
53.
Zurück zum Zitat Kulin, M., Fortuna, C., De Poorter, E., Deschrijver, D., & Moerman, I. (2016). Data-driven design of intelligent wireless networks: An overview and tutorial. Sensors Journal, 16(6), 790.CrossRef Kulin, M., Fortuna, C., De Poorter, E., Deschrijver, D., & Moerman, I. (2016). Data-driven design of intelligent wireless networks: An overview and tutorial. Sensors Journal, 16(6), 790.CrossRef
54.
Zurück zum Zitat Compton, R., Mehari, M. T., Colbourn, C. J., De Poorter, E., & Syrotiuk, V. R. (2016). Screening interacting factors in a wireless network testbed using locating arrays. In The international workshop on computer and networking experimental research, IEEE conference on computer communications workshops (INFOCOM WKSHPS). Compton, R., Mehari, M. T., Colbourn, C. J., De Poorter, E., & Syrotiuk, V. R. (2016). Screening interacting factors in a wireless network testbed using locating arrays. In The international workshop on computer and networking experimental research, IEEE conference on computer communications workshops (INFOCOM WKSHPS).
55.
Zurück zum Zitat Munawar, W., Alizai, M. H., Landsiedel, O., & Wehrle, K. (2010). Dynamic TinyOS: Modular and transparent incremental code-updates for sensor networks. In IEEE ICC 2010, May 23–27. Munawar, W., Alizai, M. H., Landsiedel, O., & Wehrle, K. (2010). Dynamic TinyOS: Modular and transparent incremental code-updates for sensor networks. In IEEE ICC 2010, May 23–27.
56.
Zurück zum Zitat Marrón, P. J., Gauger, M., Lachenmann, A., Minder, D., Saukh, O., & Rothermel, K. (2006). FlexCup: A flexible and efficient code update mechanism for sensor networks. In EWSN 2006, Feb 13–15. Marrón, P. J., Gauger, M., Lachenmann, A., Minder, D., Saukh, O., & Rothermel, K. (2006). FlexCup: A flexible and efficient code update mechanism for sensor networks. In EWSN 2006, Feb 13–15.
57.
Zurück zum Zitat Ruckebusch, P., De Poorter, E., Fortuna, C., & Moerman, I. (2016). GITAR: Generic extension for Internet-of-Things architectures enabling dynamic updates of network and application modules. Ad Hoc Networks, 36(P1), 127–151.CrossRef Ruckebusch, P., De Poorter, E., Fortuna, C., & Moerman, I. (2016). GITAR: Generic extension for Internet-of-Things architectures enabling dynamic updates of network and application modules. Ad Hoc Networks, 36(P1), 127–151.CrossRef
58.
Zurück zum Zitat Ishaq, I., Hoebeke, J., Moerman, I., & Demeester, P. (2016). Observing CoAP groups efficiently. Ad Hoc Networks, 37(part 2), 368–388.CrossRef Ishaq, I., Hoebeke, J., Moerman, I., & Demeester, P. (2016). Observing CoAP groups efficiently. Ad Hoc Networks, 37(part 2), 368–388.CrossRef
59.
Zurück zum Zitat Ishaq, I., Hoebeke, J., Van den Abeele, F., Rossey, J., Moerman, I., & Demeester, P. (2014). Flexible unicast-based group communication for CoAP-enabled devices. Sensors, 14(60), 9833–9877.CrossRef Ishaq, I., Hoebeke, J., Van den Abeele, F., Rossey, J., Moerman, I., & Demeester, P. (2014). Flexible unicast-based group communication for CoAP-enabled devices. Sensors, 14(60), 9833–9877.CrossRef
Metadaten
Titel
Sub-GHz LPWAN Network Coexistence, Management and Virtualization: An Overview and Open Research Challenges
verfasst von
Eli De Poorter
Jeroen Hoebeke
Matthias Strobbe
Ingrid Moerman
Steven Latré
Maarten Weyn
Bart Lannoo
Jeroen Famaey
Publikationsdatum
01.06.2017
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 1/2017
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-017-4419-5

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