Title :
Stable Matching for Adaptive Cross-Layer Scheduling in the LTE Downlink
Author :
Holfeld, Bernd ; Mochaourab, Rami ; Wirth, Thomas
Author_Institution :
Heinrich Hertz Inst., Fraunhofer Inst. for Telecommun., Berlin, Germany
Abstract :
Resource allocation from base stations to mobile users in realistic MIMO-OFDMA systems such as the 3GPP Long Term Evolution (LTE) downlink is based on limited and quantized channel feedback over a fine-granular resource grid of multiple dimensions. This allows for opportunistic scheduling but impedes application of enhanced cross-layer strategies due to the discrete and combinatorial problem space. Integer optimization for this allocation problem is strongly complex and prohibits use of efficient algorithms. Provided solutions in practice are given by sub-optimal greedy heuristics. In this paper, we apply twosided stable matchings for adaptive multi-user scheduling. Our framework gives Pareto-efficient allocations and yields a tunable tradeoff between system throughput and user fairness. We form stable pairings of system resources and users based on queue- and channel-aware lists of preferred matches. The derived concept aims to find a stable matching state under presence of nonstrict preference relations if such exist or redefines the allocation problem to a solvable strict problem instance. A performance evaluation for scheduling is done by system level simulations for high traffic loads in a realistically modeled LTE deployment.
Keywords :
3G mobile communication; Long Term Evolution; MIMO communication; OFDM modulation; Pareto optimisation; combinatorial mathematics; frequency division multiple access; greedy algorithms; integer programming; multiuser channels; quantisation (signal); queueing theory; resource allocation; scheduling; telecommunication traffic; wireless channels; 3GPP LTE downlink; 3GPP Long Term Evolution downlink; MIMO-OFDMA systems; Pareto-efficient allocations; adaptive cross-layer scheduling; adaptive multiuser scheduling; base stations; channel-aware lists; combinatorial problem space; discrete problem space; fine-granular resource grid; high traffic loads; integer optimization; limited channel feedback; mobile users; nonstrict preference relations; performance evaluation; quantized channel feedback; queue-aware lists; resource allocation; suboptimal greedy heuristics; system level simulations; two-sided stable matchings; Downlink; Educational institutions; Long Term Evolution; MIMO; Mobile communication; Resource management; Throughput;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2013 IEEE 77th
Conference_Location :
Dresden
DOI :
10.1109/VTCSpring.2013.6692766