Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Proportional Fair Resource Allocation on an Energy Harvesting Downlink -
  Part II: Algorithms   In this paper, the proportionally fair allocation of time slots in a frame,
as well as power level to multiple receivers in an energy harvesting broadcast
system, is considered. Energy harvest times in a frame are assumed to be known
at the beginning of that frame. The goal is to solve an optimization problem
designed to maximize a throughput-based utility function that provides
proportional fairness among users. An optimal solution of the problem was
obtained by using a Block Coordinate Descent (BCD) method in earlier work
(presented in Part I of this study). However, finding the optimal allocation
entails a computational complexity that increases sharply in terms of the
number of users or slots. In this paper, certain structural characteristics of
the optimal power-time allocation policy are derived. Building on those, two
simple and computationally scalable heuristics, PTF and ProNTO are proposed.
Simulation results suggest that PTF and ProNTO can closely track the
performance of the BCD solution.

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The categories of this paper are: cmp-lg
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The categories of this paper are: mtrl-th
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The categories of this paper are: math-ph
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The categories of this paper are: plasm-ph
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The categories of this paper are: solv-int
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The categories of this paper are: hep-lat
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The categories of this paper are: chao-dyn
9
The categories of this paper are: nlin
4
The categories of this paper are: cond-mat
16
The categories of this paper are: stat
32
The categories of this paper are: atom-ph
7
The categories of this paper are: hep-th
0
The categories of this paper are: hep-ph
2
The categories of this paper are: math
3
The categories of this paper are: physics
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The categories of this paper are: q-fin