Matches in SemOpenAlex for { <https://semopenalex.org/work/W3085691165> ?p ?o ?g. }
- W3085691165 abstract "We consider the system-wide utility maximization problem in the downlink of a cell-free massive multiple-input multiple-output (MIMO) system whereby a very large number of access points (APs) simultaneously serve a group of users. Specifically, four fundamental problems with increasing order of user fairness are of interest: (i) to maximize the average spectral efficiency (SE), (ii) to maximize the proportional fairness, (iii) to maximize the harmonic-rate of all users, and lastly (iv) to maximize the minimum SE of all users, subject to a sum power constraint at each AP. As the considered problems are non-convex, existing solutions normally rely on successive convex approximation to find a sub-optimal solution. More specifically, these known methods use off-the-shelf convex solvers, which basically implement an interior-point algorithm, to solve the derived convex problems. The main issue of such methods is that their complexity does not scale favorably with the problem size, limiting previous studies to cell-free massive MIMO of moderate scales. Thus the potential of cell-free massive MIMO has not been fully understood. To address this issue, we propose a unified framework based on an accelerated projected gradient method to solve the considered problems. Particularly, the proposed solution is found in closed-form expressions and only requires the first order oracle of the objective, rather than the Hessian matrix as in known solutions, and thus is much more memory efficient. Numerical results demonstrate that our proposed solution achieves the same utility performance but with far less run-time, compared to other second-order methods. Simulation results for large-scale cell-free massive MIMO show that the four utility functions can deliver nearly uniformed services to all users. In other words, user fairness is not a great concern in large-scale cell-free massive MIMO." @default.
- W3085691165 created "2020-09-21" @default.
- W3085691165 creator A5004776813 @default.
- W3085691165 creator A5008843672 @default.
- W3085691165 creator A5052919611 @default.
- W3085691165 creator A5075905746 @default.
- W3085691165 date "2020-09-15" @default.
- W3085691165 modified "2023-09-28" @default.
- W3085691165 title "Utility Maximization for Large-Scale Cell-Free Massive MIMO Downlink" @default.
- W3085691165 cites W1503221585 @default.
- W3085691165 cites W1667950888 @default.
- W3085691165 cites W2013491227 @default.
- W3085691165 cites W2065784656 @default.
- W3085691165 cites W2103972037 @default.
- W3085691165 cites W2107080958 @default.
- W3085691165 cites W2130509920 @default.
- W3085691165 cites W2144000019 @default.
- W3085691165 cites W2147601077 @default.
- W3085691165 cites W2167732364 @default.
- W3085691165 cites W2184634347 @default.
- W3085691165 cites W2286275639 @default.
- W3085691165 cites W2536620281 @default.
- W3085691165 cites W2593893328 @default.
- W3085691165 cites W2607478241 @default.
- W3085691165 cites W2962983674 @default.
- W3085691165 cites W2963673880 @default.
- W3085691165 cites W2963727072 @default.
- W3085691165 cites W2964042011 @default.
- W3085691165 cites W2964181991 @default.
- W3085691165 cites W2968074955 @default.
- W3085691165 cites W3014064135 @default.
- W3085691165 cites W3092303285 @default.
- W3085691165 hasPublicationYear "2020" @default.
- W3085691165 type Work @default.
- W3085691165 sameAs 3085691165 @default.
- W3085691165 citedByCount "0" @default.
- W3085691165 crossrefType "posted-content" @default.
- W3085691165 hasAuthorship W3085691165A5004776813 @default.
- W3085691165 hasAuthorship W3085691165A5008843672 @default.
- W3085691165 hasAuthorship W3085691165A5052919611 @default.
- W3085691165 hasAuthorship W3085691165A5075905746 @default.
- W3085691165 hasConcept C112680207 @default.
- W3085691165 hasConcept C126255220 @default.
- W3085691165 hasConcept C137836250 @default.
- W3085691165 hasConcept C138660444 @default.
- W3085691165 hasConcept C144237770 @default.
- W3085691165 hasConcept C157972887 @default.
- W3085691165 hasConcept C203616005 @default.
- W3085691165 hasConcept C207987634 @default.
- W3085691165 hasConcept C2524010 @default.
- W3085691165 hasConcept C2776036281 @default.
- W3085691165 hasConcept C2776330181 @default.
- W3085691165 hasConcept C2779044140 @default.
- W3085691165 hasConcept C28826006 @default.
- W3085691165 hasConcept C2985793214 @default.
- W3085691165 hasConcept C33923547 @default.
- W3085691165 hasConcept C41008148 @default.
- W3085691165 hasConcept C54197355 @default.
- W3085691165 hasConcept C76155785 @default.
- W3085691165 hasConceptScore W3085691165C112680207 @default.
- W3085691165 hasConceptScore W3085691165C126255220 @default.
- W3085691165 hasConceptScore W3085691165C137836250 @default.
- W3085691165 hasConceptScore W3085691165C138660444 @default.
- W3085691165 hasConceptScore W3085691165C144237770 @default.
- W3085691165 hasConceptScore W3085691165C157972887 @default.
- W3085691165 hasConceptScore W3085691165C203616005 @default.
- W3085691165 hasConceptScore W3085691165C207987634 @default.
- W3085691165 hasConceptScore W3085691165C2524010 @default.
- W3085691165 hasConceptScore W3085691165C2776036281 @default.
- W3085691165 hasConceptScore W3085691165C2776330181 @default.
- W3085691165 hasConceptScore W3085691165C2779044140 @default.
- W3085691165 hasConceptScore W3085691165C28826006 @default.
- W3085691165 hasConceptScore W3085691165C2985793214 @default.
- W3085691165 hasConceptScore W3085691165C33923547 @default.
- W3085691165 hasConceptScore W3085691165C41008148 @default.
- W3085691165 hasConceptScore W3085691165C54197355 @default.
- W3085691165 hasConceptScore W3085691165C76155785 @default.
- W3085691165 hasLocation W30856911651 @default.
- W3085691165 hasOpenAccess W3085691165 @default.
- W3085691165 hasPrimaryLocation W30856911651 @default.
- W3085691165 hasRelatedWork W2168052763 @default.
- W3085691165 hasRelatedWork W2170646514 @default.
- W3085691165 hasRelatedWork W2273827982 @default.
- W3085691165 hasRelatedWork W2278458143 @default.
- W3085691165 hasRelatedWork W2294437994 @default.
- W3085691165 hasRelatedWork W2320503255 @default.
- W3085691165 hasRelatedWork W2612307978 @default.
- W3085691165 hasRelatedWork W2734631798 @default.
- W3085691165 hasRelatedWork W2746967757 @default.
- W3085691165 hasRelatedWork W2768269911 @default.
- W3085691165 hasRelatedWork W2784085555 @default.
- W3085691165 hasRelatedWork W2962399896 @default.
- W3085691165 hasRelatedWork W3005465302 @default.
- W3085691165 hasRelatedWork W3006610322 @default.
- W3085691165 hasRelatedWork W3010230529 @default.
- W3085691165 hasRelatedWork W3014064135 @default.
- W3085691165 hasRelatedWork W3097563235 @default.
- W3085691165 hasRelatedWork W3100081566 @default.
- W3085691165 hasRelatedWork W2798356629 @default.
- W3085691165 hasRelatedWork W2951872692 @default.