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Joint multicast beamforming and relay design for maritime communication systems

Joint multicast beamforming and relay design for maritime communication systems
Joint multicast beamforming and relay design for maritime communication systems
With growing human maritime activities, supporting low-cost and high-speed information services for users at sea has become imperative. However, traditional means of maritime communications fail to provide high rate services due to their high cost and limited bandwidth. In this paper, considering a
base station ashore and several offshore relay nodes, we propose a cooperative multicast communication scheme for maritime users relying on joint beamforming (BF) optimization and relay design. Specifically, we decompose our proposed joint optimization problem into two subproblems, which can be solved by the feasible point pursuit successive convex approximation approach. Furthermore, an alternating optimization algorithm is proposed, which imposes an exponentially increasing complexity as a function of the number of BF elements and the number of relays, when aiming for finding the globally optimal solution. In order to reduce this excessive computational complexity, a low-complexity distributed algorithm is also conceived and its closed-form solution is derived. Finally, the simulation results provided show that our proposed algorithm is beneficial in terms of increasing both the throughput
as well as the energy efficiency.
2473-2400
1-13
Duan, Ruiyang
aae4c9a0-2183-4eee-9c91-7e4b31e437cf
Wang, Jingjing
45786e24-b847-4830-a2f3-18ba61a9fb29
Zhang, Hongming
ebd930db-9cd8-43ff-8b73-92c1d7f0108b
Ren, Yong
ad146a10-75d8-401c-911b-fd4dcc44eb12
Hanzo, Lajos
66e7266f-3066-4fc0-8391-e000acce71a1
Duan, Ruiyang
aae4c9a0-2183-4eee-9c91-7e4b31e437cf
Wang, Jingjing
45786e24-b847-4830-a2f3-18ba61a9fb29
Zhang, Hongming
ebd930db-9cd8-43ff-8b73-92c1d7f0108b
Ren, Yong
ad146a10-75d8-401c-911b-fd4dcc44eb12
Hanzo, Lajos
66e7266f-3066-4fc0-8391-e000acce71a1

Duan, Ruiyang, Wang, Jingjing, Zhang, Hongming, Ren, Yong and Hanzo, Lajos (2019) Joint multicast beamforming and relay design for maritime communication systems. IEEE Transactions on Green Communications and Networking, 1-13. (doi:10.1109/TGCN.2019.2947469).

Record type: Article

Abstract

With growing human maritime activities, supporting low-cost and high-speed information services for users at sea has become imperative. However, traditional means of maritime communications fail to provide high rate services due to their high cost and limited bandwidth. In this paper, considering a
base station ashore and several offshore relay nodes, we propose a cooperative multicast communication scheme for maritime users relying on joint beamforming (BF) optimization and relay design. Specifically, we decompose our proposed joint optimization problem into two subproblems, which can be solved by the feasible point pursuit successive convex approximation approach. Furthermore, an alternating optimization algorithm is proposed, which imposes an exponentially increasing complexity as a function of the number of BF elements and the number of relays, when aiming for finding the globally optimal solution. In order to reduce this excessive computational complexity, a low-complexity distributed algorithm is also conceived and its closed-form solution is derived. Finally, the simulation results provided show that our proposed algorithm is beneficial in terms of increasing both the throughput
as well as the energy efficiency.

Text
maritime-relay-network-revised-clean - Accepted Manuscript
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More information

e-pub ahead of print date: 14 June 2019
Published date: 15 October 2019

Identifiers

Local EPrints ID: 437599
URI: http://eprints.soton.ac.uk/id/eprint/437599
ISSN: 2473-2400
PURE UUID: fc94b923-07d9-43cb-af4a-e36662ea8974
ORCID for Lajos Hanzo: ORCID iD orcid.org/0000-0002-2636-5214

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Date deposited: 06 Feb 2020 17:31
Last modified: 18 Mar 2024 02:36

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Contributors

Author: Ruiyang Duan
Author: Jingjing Wang
Author: Hongming Zhang
Author: Yong Ren
Author: Lajos Hanzo ORCID iD

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