eprintid: 10189916
rev_number: 7
eprint_status: archive
userid: 699
dir: disk0/10/18/99/16
datestamp: 2024-04-04 14:35:23
lastmod: 2024-04-04 14:35:23
status_changed: 2024-04-04 14:35:23
type: article
metadata_visibility: show
sword_depositor: 699
creators_name: Miao, P
creators_name: Chen, G
creators_name: Yao, Y
creators_name: Wong, KK
creators_name: Chambers, JA
title: Adaptive User Association for Dense Visible Light Communication Networks in the Presence of Nonlinear Impairments
ispublished: inpress
divisions: UCL
divisions: B04
divisions: C05
divisions: F46
keywords: Visible light communication
,
Resource management
,
Light emitting diodes
,
Interference
,
Integrated circuits
,
Optimization
,
Nonlinear distortion
note: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
abstract: User-centric (UC) philosophy is a promising network formation method in light emitting diode enabled visible light communication (VLC) systems. Nevertheless, the nonlinear channel impairments restrict the overall system performance and have not been fully considered in the association structure designing. In this paper, an adaptive user association approach within the UC-cells formation of dense VLC networks is investigated under the consideration of practical nonlinear impairments and adjacent interference. It is mathematically formulated to be an achievable data rate maximization problem by coordinately determining the optimal candidates of access point, clipping ratio and information-carrying power. We divide this mixed combinatorial and non-convex optimization problem into two subproblems and delicately transform them to be binary nonlinear programming and constrained linear programming problems, respectively. In addition, we develop an efficient approach to obtain the local optimal solution with low-computational complexity in an alternating iterative way. Simulation results demonstrate that the proposed scheme has relatively fast convergence and shows robustness to the variation of complex interference patterns and nonlinear impairments. Moreover, it can achieve significant throughput gain as compared with the conventional schemes, demonstrating the prospect and validity of this methodology for dense VLC networks with actual nonlinear devices.
date: 2024-02-20
date_type: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
official_url: http://dx.doi.org/10.1109/tcomm.2024.3367785
oa_status: green
full_text_type: other
language: eng
primo: open
primo_central: open_green
verified: verified_manual
elements_id: 2262448
doi: 10.1109/TCOMM.2024.3367785
lyricists_name: Wong, Kai-Kit
lyricists_id: KWONG98
actors_name: Wong, Kai-Kit
actors_id: KWONG98
actors_role: owner
full_text_status: public
publication: IEEE Transactions on Communications
citation:        Miao, P;    Chen, G;    Yao, Y;    Wong, KK;    Chambers, JA;      (2024)    Adaptive User Association for Dense Visible Light Communication Networks in the Presence of Nonlinear Impairments.                   IEEE Transactions on Communications        10.1109/TCOMM.2024.3367785 <https://doi.org/10.1109/TCOMM.2024.3367785>.    (In press).    Green open access   
 
document_url: https://discovery-pp.ucl.ac.uk/id/eprint/10189916/1/UC_Clipping-4.pdf