DocumentCode :
1125464
Title :
Efficient Batch and Adaptive Approximation Algorithms for Joint Multicast Beamforming and Admission Control
Author :
Matskani, Evaggelia ; Sidiropoulos, Nicholas D. ; Luo, Zhi-Quan ; Tassiulas, Leandros
Author_Institution :
Dept. of Electron. & Comput. Eng., Tech. Univ. of Crete, Chania, Greece
Volume :
57
Issue :
12
fYear :
2009
Firstpage :
4882
Lastpage :
4894
Abstract :
Wireless multicasting is becoming increasingly important for efficient distribution of streaming media and location-aware services to mobile and hand-held devices, network management, and software updates over cellular (UMTS-LTE) and indoor/outdoor wireless networks (e.g., 802.11/16). Multicast beamforming was recently proposed as a means of exploiting the broadcast nature of the wireless medium to boost spectral efficiency and meet Quality of Service (QoS) requirements. Infeasibility is a key issue in this context, due to power or mutual interference limitations. We therefore consider the joint multicast beamforming and admission control problem for one or more co-channel multicast groups, with the objective of maximizing the number of subscribers served and minimizing the power required to serve them. The problem is NP-hard even for an isolated multicast group and no admission control; but drawing upon our earlier work for the multiuser SDMA downlink, we develop an efficient approximation algorithm that yields good solutions at affordable worst-case complexity. For the special case of an isolated multicast, Lozano proposed a particularly simple adaptive algorithm for implementation in UMTS-LTE. We identify strengths and drawbacks of Lozano´s algorithm, and propose two simple but worthwhile improvements. All algorithms are carefully tested on publicly available indoor/outdoor measured channel data.
Keywords :
3G mobile communication; approximation theory; array signal processing; media streaming; multicast communication; multiuser channels; quality of service; space division multiple access; telecommunication congestion control; telecommunication network management; wireless channels; Lozano´s algorithm; QoS; Quality of Service; UMTS-LTE; adaptive approximation algorithms; admission control; batch approximation algorithms; co-channel multicast groups; hand-held devices; indoor/outdoor wireless networks; joint multicast beamforming; location-aware services; mobile devices; multiuser SDMA downlink; mutual interference; network management; space division multiple access; spectral efficiency; streaming media; wireless multicasting; Admission control; E-MBMS; NP-hard; UMTS-LTE; beamforming; convex approximation; multicasting;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2009.2026621
Filename :
5153361
Link To Document :
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