OTFS-MDMA: an elastic multi-domain resource utilization mechanism for high mobility scenarios
OTFS-MDMA: an elastic multi-domain resource utilization mechanism for high mobility scenarios
By harnessing the delay-Doppler (DD) resource domain, orthogonal time-frequency space (OTFS) substantially improves the communication performance under high-mobility scenarios by maintaining quasi-time-invariant channel characteristics. However, conventional multiple access (MA) techniques fail to efficiently support OTFS in the face of diverse communication requirements. Recently, multi-dimensional MA (MDMA) has emerged as a flexible channel access technique by elastically exploiting multi-domain resources for tailored service provision. Therefore, we conceive an elastic multi-domain resource utilization mechanism for a novel multi-user OTFS-MDMA system by leveraging user-specific channel characteristics across the DD, power, and spatial resource domains. Specifically, we divide all DD resource bins into separate subregions called DD resource slots (RSs), each of which supports a fraction of users, thus reducing the multi-user interference. Then, the most suitable MA, including orthogonal, non-orthogonal, or spatial division MA (OMA/ NOMA/ SDMA), will be selected with each RS based on the interference levels in the power and spatial domains, thus enhancing the spectrum efficiency. Then, we jointly optimize the user assignment, access scheme selection, and power allocation in all DD RSs to maximize the weighted sum-rate subject to their minimum rate and various practical constraints. Since this results in a non-convex problem, we develop a dynamic programming and monotonic optimization (DPMO) method to find the globally optimal solution in the special case of disregarding rate constraints. Subsequently, we apply a low-complexity algorithm to find sub-optimal solutions in general cases.
Chen, Jie
bd6f271a-15f6-4998-9012-1caefe086296
Wang, Xianbin
f0db6867-9a5c-4ac4-9403-609f1d146cd4
Hanzo, Lajos
66e7266f-3066-4fc0-8391-e000acce71a1
Chen, Jie
bd6f271a-15f6-4998-9012-1caefe086296
Wang, Xianbin
f0db6867-9a5c-4ac4-9403-609f1d146cd4
Hanzo, Lajos
66e7266f-3066-4fc0-8391-e000acce71a1
Chen, Jie, Wang, Xianbin and Hanzo, Lajos
(2024)
OTFS-MDMA: an elastic multi-domain resource utilization mechanism for high mobility scenarios.
IEEE Transactions on Communications.
(In Press)
Abstract
By harnessing the delay-Doppler (DD) resource domain, orthogonal time-frequency space (OTFS) substantially improves the communication performance under high-mobility scenarios by maintaining quasi-time-invariant channel characteristics. However, conventional multiple access (MA) techniques fail to efficiently support OTFS in the face of diverse communication requirements. Recently, multi-dimensional MA (MDMA) has emerged as a flexible channel access technique by elastically exploiting multi-domain resources for tailored service provision. Therefore, we conceive an elastic multi-domain resource utilization mechanism for a novel multi-user OTFS-MDMA system by leveraging user-specific channel characteristics across the DD, power, and spatial resource domains. Specifically, we divide all DD resource bins into separate subregions called DD resource slots (RSs), each of which supports a fraction of users, thus reducing the multi-user interference. Then, the most suitable MA, including orthogonal, non-orthogonal, or spatial division MA (OMA/ NOMA/ SDMA), will be selected with each RS based on the interference levels in the power and spatial domains, thus enhancing the spectrum efficiency. Then, we jointly optimize the user assignment, access scheme selection, and power allocation in all DD RSs to maximize the weighted sum-rate subject to their minimum rate and various practical constraints. Since this results in a non-convex problem, we develop a dynamic programming and monotonic optimization (DPMO) method to find the globally optimal solution in the special case of disregarding rate constraints. Subsequently, we apply a low-complexity algorithm to find sub-optimal solutions in general cases.
Text
otfs-nov24
- Accepted Manuscript
Restricted to Repository staff only until 6 January 2025.
Request a copy
More information
Accepted/In Press date: 8 November 2024
Identifiers
Local EPrints ID: 496207
URI: http://eprints.soton.ac.uk/id/eprint/496207
ISSN: 0090-6778
PURE UUID: f93b83b4-0cca-454e-9ea1-1c64a74f3c9f
Catalogue record
Date deposited: 06 Dec 2024 17:49
Last modified: 07 Dec 2024 02:33
Export record
Contributors
Author:
Jie Chen
Author:
Xianbin Wang
Author:
Lajos Hanzo
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics