Abstract
The QoS requirements of customers (such as maximum packet delay, packet loss, data rate, etc.) are fairly heterogeneous and depend on the set of applications being run at the mobile terminal. For instance, voice traffic needs a guaranteed data rate to ensure low latency, but they can tolerate high packet error rate without any discernible impact on the quality of the communication. On the other hand, TCP-based services such as email and file transfers work well with a best-effort service but require very low packet error rate. Therefore, the cellular traffic is usually characterized into multiple QoS classes based on the minimum data rate, maximum packet delay, and maximum packet error rate. Over the past few years, machine-to-machine (M2M) communications has become popular with multiple industrial, commercial, and residential smart applications such as industrial automation, smart grid, smart homes, etc. An M2M network comprises of very large number of networked sensing devices working together to provide smart services and applications. Recently, the idea of coexistence of M2M traffic along with traditional human-to-human (H2H) traffic in LTE network is also gaining momentum in the wireless industry. However, unlike the H2H cellular traffic, M2M traffic is uplink heavy with very small payload and stringent real-time service requirements. Thus the existing QoS solutions for cellular networks cannot be directly imported to M2M networks, and new QoS traffic classes need to be created. Hence, it is important to develop QoS-aware resource allocation schemes accounting for unique network topology, traffic characteristics, and QoS requirements of M2M network, which is the focus of this book.
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Notes
- 1.
Wireless resources is an umbrella term comprising of spectral, energy, or computational resources available to the network.
References
H. Shajaiah, A. Abdelhadi, C. Clancy, Introduction (Springer, Cham, 2018), pp. 1–18. Available: https://doi.org/10.1007/978-3-319-60540-1_1
Infonetics Research, Mobile VoIP subscribers will near 410 million by 2015; VoLTE still a long way off (2011). http://www.marketwired.com/press-release/infonetics-research-mobile-voip-subscribers-will-near-410-million-2015-volte-still-long-1573999.htm
Nokia Siemens Networks, Understanding smartphone behavior in the network (2011). http://www.mforum.ru/arc/20110219_Smart_WhitePaper_MForum.pdf
H. Ekstrom, QoS control in the 3GPP evolved packet system. IEEE Commun. Mag. 47(2), 76–83 (2009)
G. Piro, L. Grieco, G. Boggia, P. Camarda, A two-level scheduling algorithm for QoS support in the downlink of LTE cellular networks, in Wireless Conference (EW) (2010)
H. Yin, S. Alamouti, OFDMA: a broadband wireless access technology, in IEEE Sarnoff Symposium (2006)
S. Qaiyum, I.A. Aziz, J.B. Jaafar, Analysis of big data and quality-of-experience in high-density wireless network, in 2016 3rd International Conference on Computer and Information Sciences (ICCOINS) (Aug. 2016), pp. 287–292
A. Ghosh, R. Ratasuk, Essentials of LTE and LTE-A (Cambridge University Press, Cambridge, 2011)
W. Stallings, Data and Computer Communications, 10th edn. (Prentice Hall, Upper Saddle River, 2013)
A. Larmo, M. Lindstrom, M. Meyer, G. Pelletier, J. Torsner, H. Wiemann, The LTE link-layer design. IEEE Commun. Mag. 47, 52–59 (2009)
C. Ciochina, H. Sari, A review of OFDMA and single-carrier FDMA, in Wireless Conference (EW) (2010)
Z. Kbah, A. Abdelhadi, Resource allocation in cellular systems for applications with random parameters, in 2016 International Conference on Computing, Networking and Communications (ICNC) (Feb. 2016), pp. 1–5
T. Erpek, A. Abdelhadi, T.C. Clancy, Application-aware resource block and power allocation for LTE, in 2016 Annual IEEE Systems Conference (SysCon) (Apr. 2016), pp. 1–5
S. Ali, M. Zeeshan, A delay-scheduler coupled game theoretic resource allocation scheme for LTE networks, in Frontiers of Information Technology (FIT) (2011)
D. Fudenberg, J. Tirole, Nash equilibrium: multiple Nash equilibria, focal points, and Pareto optimality, in Game Theory (MIT Press, Cambridge, MA, 1991)
P. Ranjan, K. Sokol, H. Pan, Settling for less - a QoS compromise mechanism for opportunistic mobile networks, in SIGMETRICS Performance Evaluation (2011)
R. Johari, J. Tsitsiklis, Parameterized supply function bidding: equilibrium and efficiency. Oper. Res. 59, 1079–1089 (2011)
L.B. Le, E. Hossain, D. Niyato, D.I. Kim, Mobility-aware admission control with QoS guarantees in OFDMA femtocell networks, in 2013 IEEE International Conference on Communications (ICC) (June 2013), pp. 2217–2222
L. Chung, Energy efficiency of QoS routing in multi-hop wireless networks, in IEEE International Conference on Electro/Information Technology (EIT) (2010)
Policy and charging control architecture (Release 8), 3GPP, Technical Report, TS 23.203, 2012
3GPP Technical Report 36.213, Physical layer procedures, www.3gpp.org
3GPP, UTRA and E-UTRA and EPC; UE conformance specification for UE positioning; Part 1: Conformance test specification, Technical Specification, Release 9 (Jan 2015)
3GPP, Universal Terrestrial Radio Access (UTRA) and Evolved Universal Terrestrial Radio Access (E-UTRA); Radio measurement collection for Minimization of Drive Tests (MDT); Overall description; Stage 2, TS, Release 10 (Jan 2015)
F. Li, Quality of service, traffic conditioning and resource management in universal mobile telecommunication system (UMTS), PhD Thesis, Department of Telematics, Norwegian University of Science and Technology (Jan 2003)
M. Alasti, B. Neekzad, J. Hui, R. Vannithamby, Quality of service in WiMAX and LTE networks [Topics in wireless communications]. IEEE Commun. Mag. 48, 104–111 (2010)
J. Andrews, A. Ghosh, R. Muhamed, Fundamentals of WiMAX: Understanding Broadband Wireless Networking (Prentice Hall, Upper Saddle River, 2007)
Federal Communications Commission, Mobile broadband: the benefits of additional spectrum (2010). https://transition.fcc.gov/national-broadband-plan/mobile-broadband-paper.pdf
Ixiacom, Quality of service (QoS) and policy management in mobile data networks, White paper (2010)
C. Dovrolis, D. Stiliadis, P. Ramanathan, Proportional differentiated services: delay differentiation and packet scheduling. IEEE/ACM Trans. Networking 10(1), 12–26 (2002)
A. Sali, A. Widiawan, S. Thilakawardana, R. Tafazolli, B. Evans, Cross-layer design approach for multicast scheduling over satellite networks, in 2nd International Symposium on Wireless Communication Systems, 2005 (2005)
R. Braden, D. Clark, S. Shenker, Integrated Services in the Internet Architecture: An Overview (RFC Editor, United States, 1994)
R. Braden, L, Zhang, S. Berson, S. Herzog, S. Jamin, Resource ReSerVation Protocol (RSVP), IETF, RFC 2205 (September 1997)
S. Blake, D. Black, M. Carlson, E. Davies, Z. Wang, W. Weiss, An architecture of differentiated services, IETF RFC 2475 (December 1998)
K. Nahrstedt, J.M. Smith, The QoS broker. IEEE Multimedia 2, 53–67 (1995)
E. Lutz, D. Cygan, M. Dippold, F. Dolainsky, W. Papke, The land mobile satellite communication channel-recording, statistics, and channel model. IEEE Trans. Veh. Technol. 40, 375–386 (1991)
H. Perros, K. Elsayed, Call admission control schemes: a review. IEEE Commun. Mag. 34(11), 82–91 (1994)
I. Jung, I. Jo, Y. Yu, H. Eom, H. Yeom, Enhancing QoS and energy efficiency of realtime network application on smartphone using cloud computing, in IEEE Asia-Pacific Services Computing Conference (APSCC) (2011)
G. Gorbil, I. Korpeoglu, Supporting QoS traffic at the network layer in multi-hop wireless mobile networks, in Wireless Communications and Mobile Computing Conference (IWCMC) (2011)
M. Ghorbanzadeh, A. Abdelhadi, C. Clancy, Utility functions and radio resource allocation, in Cellular Communications Systems in Congested Environments (Springer, Berlin, 2017), pp. 21–36
H. Kushner, P. Whiting, Convergence of proportional-fair sharing algorithms under general conditions. IEEE Trans. Wirel. Commun. 3, 1250–1259 (2004)
G. Tychogiorgos, A. Gkelias, K. Leung, Utility proportional fairness in wireless networks, in IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) (2012)
M. Li, Z. Chen, Y. Tan, A MAXMIN resource allocation approach for scalable video delivery over multiuser MIMO-OFDM systems, in IEEE International Symposium on Circuits and Systems (ISCAS) (2011)
T. Nandagopal, T. Kim, X. Gao, V. Bharghavan, Achieving MAC layer fairness in wireless packet networks, in Proceedings of the 6th Annual International Conference on Mobile Computing and Networking (MOBICOM) (2000)
F. Kelly, A. Maulloo, D. Tan, Rate control in communication networks: shadow prices, proportional fairness and stability. J. Oper. Res. Soc. 49, 237–252 (1998)
A. Demers, S. Keshav, S. Shenker, Analysis and simulation of a fair queueing algorithm. SIGCOMM Comput. Commun. Rev. 19(4), 1–12 (1989). http://doi.acm.org/10.1145/75247.75248 (1989)
R. Kurrle, Resource allocation for smart phones in 4G LTE advanced carrier aggregation, Master Thesis, Virginia Tech, 2012
J. Lee, R. Mazumdar, N. Shroff, Downlink power allocation for multi-class wireless systems. IEEE/ACM Trans. Networking 13, 854–867 (2005)
A. Abdelhadi, A. Khawar, T.C. Clancy, Optimal downlink power allocation in cellular networks. Phys. Commun. 17, 1–14 (2015)
M. Ghorbanzadeh, A. Abdelhadi, C. Clancy, Centralized resource allocation, in Cellular Communications Systems in Congested Environments (Springer, Berlin, 2017), pp. 37–60
S. Boyd, L. Vandenberghe, Convex Optimization (Cambridge University Press, Cambridge, 2009)
D.P. Bertsekas, Constrained Optimization and Lagrange Multiplier Methods (Academic, New York, 1982)
M. Ghorbanzadeh, A. Abdelhadi, C. Clancy, Resource allocation architectures traffic and sensitivity analysis, in Cellular Communications Systems in Congested Environments (Springer, Berlin, 2017), pp. 93–116
M. Ghorbanzadeh, A. Abdelhadi, C. Clancy, Delay-based backhaul modeling, in Cellular Communications Systems in Congested Environments (Springer, Berlin, 2017), pp. 179–240
Technical Specification Group Services and System Aspects, Policy and charging control architecture, 3GPP, Technical Report, TS 23.203 V8.9.0, March 2010
Qualcomm, M2M White Paper: the growth of device connectivity, The FocalPoint Group, Technical Report, May 2010
A. Kumar, A. Abdelhadi, T.C. Clancy, A delay optimal MAC and packet scheduler for heterogeneous M2M uplink. CoRR, vol. abs/1606.06692 (2016)
I. Leyva-Mayorga, L. Tello-Oquendo, V. Pla, J. Martinez-Bauset, V. Casares-Giner, Performance analysis of access class barring for handling massive M2M traffic in LTE-A networks, in IEEE International Conference on Communications (ICC) (May 2016), pp. 1–6
T.P.C. de Andrade, C.A. Astudillo, N.L.S. da Fonseca, Impact of M2M traffic on human-type communication users on the LTE uplink channel, in IEEE Latin-American Conference on Communications (LATINCOM) (Nov. 2015), pp. 1–6
A. Abdel-Hadi, S. Vishwanath, On multicast interference alignment in multihop systems, in IEEE Information Theory Workshop 2010 (ITW 2010) (2010)
S. Gao, M. Tao, Energy-efficient resource allocation for multiple description coding based multicast services in OFDMA networks, in 2016 IEEE/CIC International Conference on Communications in China (ICCC) (July 2016), pp. 1–6
S. Chieochan, E. Hossain, Downlink media streaming with wireless fountain coding in wireline-cum-WiFi networks. Wirel. Commun. Mob. Comput. 12(17), 1567–1579 (2012). Available: http://dx.doi.org/10.1002/wcm.1092
S. Chieochan, E. Hossain, Network coding for unicast in a WiFi hotspot: promises, challenges, and testbed implementation. Comput. Netw. 56(12), 2963–2980 (2012). Available: http://dx.doi.org/10.1016/j.comnet.2012.05.006
G. Tychogiorgos, A. Gkelias, K. Leung, A new distributed optimization framework for hybrid adhoc networks, in GLOBECOM Workshops (2011)
Y. Wang, K. Pedersen, P. Mogensen, T. Sorensen, Resource allocation considerations for multi-carrier LTE-advanced systems operating in backward compatible mode, in IEEE 20th International Symposium on Personal, Indoor and Mobile Radio Communications, 2009 (2009), pp. 370–374
H. Shajaiah, A. Abdelhadi, C. Clancy, Utility proportional fairness resource allocation with carrier aggregation in 4G-LTE, in IEEE Military Communications Conference (MILCOM) (2013)
H. Shajaiah, A. Abdelhadi, T.C. Clancy, An efficient multi-carrier resource allocation with user discrimination framework for 5G wireless systems. Int. J. Wirel. Inf. Netw. 22(4), 345–356 (2015)
H. Shajaiah, A. Abdelhadi, C. Clancy, Conclusion and Future Trajectory (Springer, Cham, 2018), pp. 189–191. Available: https://doi.org/10.1007/978-3-319-60540-1_8
Executive Office of the President, President’s Council of Advisors on Science and Technology (PCAST), Realizing the full potential of government-held spectrum to spur economic growth, in Maximizing The Wireless Spectrum For Economic Growth, pp. 1–158 (2013)
H. Shajaiah, A. Abdelhadi, C. Clancy, A price selective centralized algorithm for resource allocation with carrier aggregation in LTE cellular networks, in 2015 IEEE Wireless Communications and Networking Conference (WCNC) (Mar. 2015), pp. 813–818
H. Shajaiah, A. Abdelhadi, C. Clancy, Multi-Stage Resource Allocation with Carrier Aggregation (Springer, Cham, 2018), pp. 25–62. Available: https://doi.org/10.1007/978-3-319-60540-1_3
M. Richards, J. Scheer, W. Holm, Principles of Modern Radar, 1st edn. (Scitech Publishing, Edison, NJ, 2010)
Federal Communications Commission (FCC), In the matter of revision of parts 2 and 15 of the commission rules to permit unlicensed national information infrastructure (U-NII) devices in the 5 GHz band, MO&O, ET Docket No. 03-122, June 2006
NTIA, NTIA Identifies 3450-3550 MHz for study as potential band for wireless broadband use (Feb 2018)
M. Ghorbanzadeh, A. Abdelhadi, C. Clancy, A utility proportional fairness resource allocation in spectrally radar-coexistent cellular networks, in IEEE Military Communications Conference, Baltimore, MD, pp. 1498–1503 (2014)
NTIA, An assessment of the near-term viability of accommodating wireless broadband systems in the 1675–1710 MHz, 1755–1780 MHz, 3500–3650 MHz, 4200–4220 MHz and 4380–4400 MHz bands (Nov. 2010). https://www.ntia.doc.gov/report/2010/assessment-near-term-viability-accommodating-wireless-broadband-systems-1675-1710-mhz-17
H. Shajaiah, A. Abdelhadi, C. Clancy, Utility Proportional Fairness Resource Block Scheduling with Carrier Aggregation (Springer, Cham, 2018), pp. 173–188. Available: https://doi.org/10.1007/978-3-319-60540-1_7
A. Lackpour, M. Luddy, J. Winters, Overview of interference mitigation techniques between WiMAX networks and ground based radar, in 2011 20th Annual Wireless and Optical Communications Conference (WOCC), Newark, NJ, pp. 1–5 (2011)
Z. Khan, J.J. Lehtomaki, R. Vuohtoniemi, E. Hossain, L.A. Dasilva, On opportunistic spectrum access in radar bands: lessons learned from measurement of weather radar signals. IEEE Wirel. Commun. 23(3), 40–48 (2016)
M. Ghorbanzadeh, A. Abdelhadi, C. Clancy, A utility proportional fairness bandwidth allocation in radar-coexistent cellular networks, in Military Communications Conference (MILCOM) (2014)
H. Shajaiah, A. Abdelhadi, C. Clancy, Resource Allocation with Carrier Aggregation for Commercial Use of 3.5 GHz Spectrum (Springer, Cham, 2018), pp. 133–151. Available: https://doi.org/10.1007/978-3-319-60540-1_5
A. Abdelhadi, C. Clancy, A utility proportional fairness approach for resource allocation in 4G-LTE, in IEEE International Conference on Computing, Networking, and Communications (ICNC), CNC Workshop (2014)
Y. Wang, A. Abdelhadi, A QoS-based power allocation for cellular users with different modulations, in 2016 International Conference on Computing, Networking and Communications (ICNC) (Feb. 2016), pp. 1–5
T.V. Landegem, H. Viswanatha, Anywhere, anytime, immersive communication. Enriching Commun. 2, 1–6 (2008)
M. Ghorbanzadeh, A. Abdelhadi, C. Clancy, Distributed resource allocation, in Cellular Communications Systems in Congested Environments (Springer, Berlin, 2017), pp. 61–91
S.Y. Lien, K.C. Chen, Y. Lin, Toward ubiquitous massive accesses in 3GPP machine-to-machine communications. IEEE Commun. Mag. 49(4), 66–74 (2011)
S.Y. Lien, K.C. Chen, Massive access management for QoS guarantees in 3GPP machine-to-machine communications. IEEE Commun. Lett. 15(3), 311–313 (2011)
A. Gotsis, A. Lioumpas, A. Alexiou, Evolution of packet scheduling for machine-type communications over LTE: algorithmic design and performance analysis, in IEEE Globecom Workshop (Dec. 2012), pp. 1620–1625
G. Buttazzo, Hard Real-Time Computing Systems: Predictable Scheduling Algorithms and Applications, 3rd edn. (Springer, New York, 2011)
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Kumar, A., Abdelhadi, A., Clancy, T.C. (2018). Introduction. In: Design and Implementation of Practical Schedulers for M2M Uplink Networks. Springer, Cham. https://doi.org/10.1007/978-3-319-78081-8_1
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