Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: An Efficient Clustering Algorithm for Device-to-Device Assisted Virtual
  MIMO   In this paper, the utilization of mobile devices (MDs) as decode-and-forward
relays in a device-to-device assisted virtual MIMO (VMIMO) system is studied.
Single antenna MDs are randomly distributed on a 2D plane according to a
Poisson point process, and only a subset of them are sources leaving other idle
MDs available to assist them (relays). Our goal is to develop an efficient
algorithm to cluster each source with a subset of available relays to form a
VMIMO system under a limited feedback assumption. We first show that the NP-
hard optimization problem of precoding in our scenario can be approximately
solved by semidefinite relaxation. We investigate a special case with a single
source and analytically derive an upper bound on the average spectral
efficiency of the VMIMO system. Then, we propose an optimal greedy algorithm
that achieves this bound. We further exploit these results to obtain a
polynomial time clustering algorithm for the general case with multiple
sources. Finally, numerical simulations are performed to compare the
performance of our algorithm with that of an exhaustive clustering algorithm,
and it shown that these numerical results corroborate the efficiency of our
algorithm.

26
The categories of this paper are: bayes-an
21
The categories of this paper are: adap-org
24
The categories of this paper are: dg-ga
15
The categories of this paper are: nucl-ex
7
The categories of this paper are: hep-th
4
The categories of this paper are: cond-mat
9
The categories of this paper are: nlin
18
The categories of this paper are: econ
13
The categories of this paper are: quant-ph
35
The categories of this paper are: mtrl-th
32
The categories of this paper are: atom-ph
30
The categories of this paper are: q-alg
12
The categories of this paper are: nucl-th
37
The categories of this paper are: supr-con
25
The categories of this paper are: patt-sol
34
The categories of this paper are: chem-ph