Interference management by harnessing multi-domain resources in spectrum-sharing aided satellite-ground integrated networks
Interference management by harnessing multi-domain resources in spectrum-sharing aided satellite-ground integrated networks
A spectrum-sharing satellite-ground integrated network is conceived, consisting of a pair of non-geostationary orbit (NGSO) constellations and multiple terrestrial base stations, which impose the co-frequency interference (CFI) on each other. The CFI may increase upon increasing the number of satellites. To manage the potentially severe interference, we propose to rely on joint multi-domain resource aided interference management (JMDR-IM). Specifically, the coverage overlap of the constellations considered is analyzed. Then, multi-domain resources - including both the beam-domain and power-domain - are jointly utilized for managing the CFI in an overlapping coverage region. This joint resource utilization is performed by relying on our specifically designed beam-shut-off and switching based beam scheduling, as well as on long short-term memory based joint autoregressive moving average assisted deep Q network aided power scheduling. Moreover, the outage probability (OP) of the proposed JMDR-IM scheme is derived, and the asymptotic analysis of the OP is also provided. Our performance evaluations demonstrate the superiority of the proposed JMDR-IM scheme in terms of its increased throughput and reduced OP.
Interference, Low earth orbit satellites, Multi-domain resources allocation, Power system reliability, Probability, Resource management, Satellites, Throughput, non-geostationary orbit constellation, outage probability, space-ground integrated network, spectrum sharing, outage probability (OP), non-geostationary orbit (NGSO) constellation
8306-8321
Ding, Xiaojin
a863d8a9-f1b7-46b9-aa10-a4a2892b68c9
Lei, Yue
5a9d0fee-e5df-4346-aea0-60b44f49d40a
Zou, Yulong
0359c94b-b989-448a-8164-da4047c4823f
Zhang, Gengxin
39ea7921-1cc5-49a0-b383-02076ca04b2f
Hanzo, Lajos
66e7266f-3066-4fc0-8391-e000acce71a1
1 June 2024
Ding, Xiaojin
a863d8a9-f1b7-46b9-aa10-a4a2892b68c9
Lei, Yue
5a9d0fee-e5df-4346-aea0-60b44f49d40a
Zou, Yulong
0359c94b-b989-448a-8164-da4047c4823f
Zhang, Gengxin
39ea7921-1cc5-49a0-b383-02076ca04b2f
Hanzo, Lajos
66e7266f-3066-4fc0-8391-e000acce71a1
Ding, Xiaojin, Lei, Yue, Zou, Yulong, Zhang, Gengxin and Hanzo, Lajos
(2024)
Interference management by harnessing multi-domain resources in spectrum-sharing aided satellite-ground integrated networks.
IEEE Transactions on Vehicular Technology, 73 (6), .
(doi:10.1109/TVT.2024.3354980).
Abstract
A spectrum-sharing satellite-ground integrated network is conceived, consisting of a pair of non-geostationary orbit (NGSO) constellations and multiple terrestrial base stations, which impose the co-frequency interference (CFI) on each other. The CFI may increase upon increasing the number of satellites. To manage the potentially severe interference, we propose to rely on joint multi-domain resource aided interference management (JMDR-IM). Specifically, the coverage overlap of the constellations considered is analyzed. Then, multi-domain resources - including both the beam-domain and power-domain - are jointly utilized for managing the CFI in an overlapping coverage region. This joint resource utilization is performed by relying on our specifically designed beam-shut-off and switching based beam scheduling, as well as on long short-term memory based joint autoregressive moving average assisted deep Q network aided power scheduling. Moreover, the outage probability (OP) of the proposed JMDR-IM scheme is derived, and the asymptotic analysis of the OP is also provided. Our performance evaluations demonstrate the superiority of the proposed JMDR-IM scheme in terms of its increased throughput and reduced OP.
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MitigateINGSOV2
- Accepted Manuscript
More information
Accepted/In Press date: 13 January 2024
e-pub ahead of print date: 16 January 2024
Published date: 1 June 2024
Additional Information:
Funding information:
L. Hanzo would like to acknowledge the financial support of the Engineering and Physical Sciences Research Council projects EP/W016605/1, EP/X01228X/1 and EP/Y026721/1 as well as of the European Research Council’s Advanced Fellow Grant QuantCom (Grant No. 789028)
Publisher Copyright:
IEEE
Keywords:
Interference, Low earth orbit satellites, Multi-domain resources allocation, Power system reliability, Probability, Resource management, Satellites, Throughput, non-geostationary orbit constellation, outage probability, space-ground integrated network, spectrum sharing, outage probability (OP), non-geostationary orbit (NGSO) constellation
Identifiers
Local EPrints ID: 486222
URI: http://eprints.soton.ac.uk/id/eprint/486222
ISSN: 0018-9545
PURE UUID: b193dd49-4a10-456e-88e1-d2a4eba2cbdb
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Date deposited: 15 Jan 2024 17:32
Last modified: 22 Nov 2024 05:01
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Contributors
Author:
Xiaojin Ding
Author:
Yue Lei
Author:
Yulong Zou
Author:
Gengxin Zhang
Author:
Lajos Hanzo
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