Ecole d'ingénieur et centre de recherche en Sciences du numérique

HoP: Hierarchize then optimize: A distributed framework for user association and flexible TDD allocation for access and backhaul networks

Sapountzis, Nikolaos; Spyropoulos, Thrasyvoulos; Nikaein, Navid; Salim, Umer

Research Report RR-16-328

The success of future heterogeneous networks (HetNets) heavily depends on the interplay between user association and resource allocation on both the access and backhaul network. While user association is key to improve both the user and network performance, it is becoming a multi-objective optimization problem that should consider the number and type of BS in range. Furthermore, the increasing spatio-temporal heterogeneity in downlink(DL) and uplink(UL) traffic suggests that DL/UL resources can be tuned to optimally serve the respective workload. Split DL/UL association and flexible TDD offer such an opportunity. While much literature exists on these problems, the majority consider them separately. In this work, we develop a framework that tackles the optimal interplay of (i) user-association, (ii) radio resource allocation, and (iii) backhaul resource allocation of TDD resources, for a family of objective functions. We propose an algorithm that reduces the complexity of this problem by decomposing it into three optimization subproblems, each potentially solved by a different network element and at different timescales. We prove convergence to the global optimum, and provide simulation results that demonstrate the performance benefits of our approach.

Document Bibtex

Titre:HoP: Hierarchize then optimize: A distributed framework for user association and flexible TDD allocation for access and backhaul networks
Type:Rapport
Langue:English
Ville:
Date:
Département:Systèmes de Communication
Eurecom ref:5099
Copyright: © EURECOM. Personal use of this material is permitted. The definitive version of this paper was published in Research Report RR-16-328 and is available at :
Bibtex: @techreport{EURECOM+5099, year = {2016}, title = {{H}o{P}: {H}ierarchize then optimize: {A} distributed framework for user association and flexible {TDD} allocation for access and backhaul networks}, author = {{S}apountzis, {N}ikolaos and {S}pyropoulos, {T}hrasyvoulos and {N}ikaein, {N}avid and {S}alim, {U}mer}, number = {EURECOM+5099}, month = {12}, institution = {Eurecom}, url = {http://www.eurecom.fr/publication/5099},, }
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