Title :
Evolution of packet scheduling for Machine-Type communications over LTE: Algorithmic design and performance analysis
Author :
Gotsis, Antonis G. ; Lioumpas, Athanasios S. ; Alexiou, Angeliki
Author_Institution :
Dept. of Digital Syst., Univ. of Piraeus, Piraeus, Greece
Abstract :
Providing LTE connectivity to emerging Machine-to-Machine (M2M) applications imposes several challenges to the operation and optimization of current and future 3GPP mobile broadband standard releases. Scheduling in an efficient way M2M traffic over the existing LTE MAC infrastructure is decisive for the smooth evolution towards an M2M-enabled LTE system. The large number of connecting devices compared to classical LTE terminals, and their vastly diverse quality-of-service requirements, call for the design of new packet scheduling schemes tailored to the M2M paradigm. To this end, we propose low complexity and signaling scheduling policies which periodically grant access to the M2M devices. In particular, we first propose an analytical model for predicting the QoS performance of M2M services when the fixed periodic scheduling algorithm is employed. Next we propose a modification to this scheme, which exploit queueing-dynamics and finally we examine QoS-differentiation issues when devices are grouped into clusters. Interesting performance-complexity trade-offs are exposed. The results of our study may aid the system designer in tuning and optimizing M2M traffic scheduling.
Keywords :
3G mobile communication; Long Term Evolution; access protocols; broadband networks; communication complexity; computer network performance evaluation; optimisation; packet radio networks; quality of service; queueing theory; scheduling; telecommunication signalling; telecommunication traffic; 3GPP mobile broadband standard releases; LTE MAC infrastructure; LTE connectivity; M2M traffic scheduling optimization; M2M-enabled LTE system; QoS performance prediction; QoS-differentiation issues; algorithmic design; fixed periodic scheduling algorithm; low complexity policy; machine-to-machine applications; machine-type communications; packet scheduling evolution; performance analysis; performance-complexity trade-off; quality of service requirements; queueing dynamics; signaling scheduling policy; Complexity theory; Delay; Long Term Evolution; Performance evaluation; Quality of service; Scheduling; Scheduling algorithms;
Conference_Titel :
Globecom Workshops (GC Wkshps), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-4942-0
Electronic_ISBN :
978-1-4673-4940-6
DOI :
10.1109/GLOCOMW.2012.6477828