Mitra: An O-RAN based Real-Time Solution for Coexistence between General and Priority Users in CBRS

Shiva Acharya; Shaoran Li; Nan Jiang; Yubo Wu; Y. Thomas Hou; Wenjing Lou; Weijun Xie

doi:10.1109/MASS58611.2023.00043

Mitra: An O-RAN based Real-Time Solution for Coexistence between General and Priority Users in CBRS

Shiva Acharya
, Shaoran Li
, Nan Jiang
, Yubo Wu
, Y. Thomas Hou
, Wenjing Lou
, Weijun Xie

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

14 Citations (Scopus)

Abstract

To maximize the potential benefit of Citizen Broadband Radio Service (CBRS), efficient coexistence algorithms are urgently needed for the general authorized access (GAA) users. The goal is to allow GAA users to share the same spectrum with priority access license (PAL) users, while providing the required interference protection to PAL users. The main challenge in designing an efficient coexistence solution is the absence of collaboration from the PAL users and the uncertainty in sensed channel information. This paper addresses these problems using a data-driven approach based on limited data samples. We develop a mathematical model based on chance-constrained programming (CCP) to address uncertainty in sensed data samples. By exploiting the idea of the ∞-Wasserstein ambiguity set, we reformulate the CCP problem into a deterministic Mixed-Integer Nonlinear Program (MINLP). We propose an open RAN (ORAN)-based solution to MINLP at the GAA base station (BS) that delivers a real-time scheduling solution. © 2023 IEEE.

Original language	English
Title of host publication	Proceedings - 2023 IEEE 20^th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023
Place of Publication	Los Alamitos, Calif.
Publisher	IEEE
Pages	295-303
Number of pages	9
ISBN (Electronic)	9798350324334
ISBN (Print)	9798350324341
DOIs	https://doi.org/10.1109/MASS58611.2023.00043
Publication status	Published - 2023
Externally published	Yes
Event	20th IEEE International Conference on Mobile Ad Hoc and Smart Systems (MASS 2023) - University of Toronto, Toronto, Canada Duration: 25 Sept 2023 → 27 Sept 2023 https://cis.temple.edu/ieeemass2023/

Publication series

Name	Proceedings - IEEE International Conference on Mobile Ad Hoc and Smart Systems, MASS
ISSN (Print)	2155-6806
ISSN (Electronic)	2155-6806

Conference

Conference	20th IEEE International Conference on Mobile Ad Hoc and Smart Systems (MASS 2023)
Abbreviated title	IEEE MASS 2023
Place	Canada
City	Toronto
Period	25/09/23 → 27/09/23
Internet address	https://cis.temple.edu/ieeemass2023/

Funding

ACKNOWLEDGMENTS This research was supported in part by ONR under MURI Grant N00014-19-1-2621, NSF under grants 2246414 and 2246417, Virginia Commonwealth Cyber Initiative (CCI), and Virginia Tech Institute for Critical Technology and Applied Science (ICTAS).

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Acharya, S., Li, S., Jiang, N., Wu, Y., Hou, Y. T., Lou, W., & Xie, W. (2023). Mitra: An O-RAN based Real-Time Solution for Coexistence between General and Priority Users in CBRS. In Proceedings - 2023 IEEE 20^th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023 (pp. 295-303). (Proceedings - IEEE International Conference on Mobile Ad Hoc and Smart Systems, MASS). IEEE. https://doi.org/10.1109/MASS58611.2023.00043

Acharya, Shiva ; Li, Shaoran ; Jiang, Nan et al. / Mitra : An O-RAN based Real-Time Solution for Coexistence between General and Priority Users in CBRS. Proceedings - 2023 IEEE 20^th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023. Los Alamitos, Calif. : IEEE, 2023. pp. 295-303 (Proceedings - IEEE International Conference on Mobile Ad Hoc and Smart Systems, MASS).

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title = "Mitra: An O-RAN based Real-Time Solution for Coexistence between General and Priority Users in CBRS",

abstract = "To maximize the potential benefit of Citizen Broadband Radio Service (CBRS), efficient coexistence algorithms are urgently needed for the general authorized access (GAA) users. The goal is to allow GAA users to share the same spectrum with priority access license (PAL) users, while providing the required interference protection to PAL users. The main challenge in designing an efficient coexistence solution is the absence of collaboration from the PAL users and the uncertainty in sensed channel information. This paper addresses these problems using a data-driven approach based on limited data samples. We develop a mathematical model based on chance-constrained programming (CCP) to address uncertainty in sensed data samples. By exploiting the idea of the ∞-Wasserstein ambiguity set, we reformulate the CCP problem into a deterministic Mixed-Integer Nonlinear Program (MINLP). We propose an open RAN (ORAN)-based solution to MINLP at the GAA base station (BS) that delivers a real-time scheduling solution. {\textcopyright} 2023 IEEE.",

author = "Shiva Acharya and Shaoran Li and Nan Jiang and Yubo Wu and Hou, \{Y. Thomas\} and Wenjing Lou and Weijun Xie",

year = "2023",

doi = "10.1109/MASS58611.2023.00043",

language = "English",

isbn = "9798350324341",

series = "Proceedings - IEEE International Conference on Mobile Ad Hoc and Smart Systems, MASS",

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booktitle = "Proceedings - 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023",

address = "United States",

note = "20th IEEE International Conference on Mobile Ad Hoc and Smart Systems (MASS 2023), IEEE MASS 2023 ; Conference date: 25-09-2023 Through 27-09-2023",

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Acharya, S, Li, S, Jiang, N, Wu, Y, Hou, YT, Lou, W & Xie, W 2023, Mitra: An O-RAN based Real-Time Solution for Coexistence between General and Priority Users in CBRS. in Proceedings - 2023 IEEE 20^th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023. Proceedings - IEEE International Conference on Mobile Ad Hoc and Smart Systems, MASS, IEEE, Los Alamitos, Calif., pp. 295-303, 20th IEEE International Conference on Mobile Ad Hoc and Smart Systems (MASS 2023), Toronto, Ontario, Canada, 25/09/23. https://doi.org/10.1109/MASS58611.2023.00043

Mitra: An O-RAN based Real-Time Solution for Coexistence between General and Priority Users in CBRS. / Acharya, Shiva; Li, Shaoran; Jiang, Nan et al.
Proceedings - 2023 IEEE 20^th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023. Los Alamitos, Calif.: IEEE, 2023. p. 295-303 (Proceedings - IEEE International Conference on Mobile Ad Hoc and Smart Systems, MASS).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - Mitra

T2 - 20th IEEE International Conference on Mobile Ad Hoc and Smart Systems (MASS 2023)

AU - Acharya, Shiva

AU - Li, Shaoran

AU - Jiang, Nan

AU - Wu, Yubo

AU - Hou, Y. Thomas

AU - Lou, Wenjing

AU - Xie, Weijun

PY - 2023

Y1 - 2023

N2 - To maximize the potential benefit of Citizen Broadband Radio Service (CBRS), efficient coexistence algorithms are urgently needed for the general authorized access (GAA) users. The goal is to allow GAA users to share the same spectrum with priority access license (PAL) users, while providing the required interference protection to PAL users. The main challenge in designing an efficient coexistence solution is the absence of collaboration from the PAL users and the uncertainty in sensed channel information. This paper addresses these problems using a data-driven approach based on limited data samples. We develop a mathematical model based on chance-constrained programming (CCP) to address uncertainty in sensed data samples. By exploiting the idea of the ∞-Wasserstein ambiguity set, we reformulate the CCP problem into a deterministic Mixed-Integer Nonlinear Program (MINLP). We propose an open RAN (ORAN)-based solution to MINLP at the GAA base station (BS) that delivers a real-time scheduling solution. © 2023 IEEE.

AB - To maximize the potential benefit of Citizen Broadband Radio Service (CBRS), efficient coexistence algorithms are urgently needed for the general authorized access (GAA) users. The goal is to allow GAA users to share the same spectrum with priority access license (PAL) users, while providing the required interference protection to PAL users. The main challenge in designing an efficient coexistence solution is the absence of collaboration from the PAL users and the uncertainty in sensed channel information. This paper addresses these problems using a data-driven approach based on limited data samples. We develop a mathematical model based on chance-constrained programming (CCP) to address uncertainty in sensed data samples. By exploiting the idea of the ∞-Wasserstein ambiguity set, we reformulate the CCP problem into a deterministic Mixed-Integer Nonlinear Program (MINLP). We propose an open RAN (ORAN)-based solution to MINLP at the GAA base station (BS) that delivers a real-time scheduling solution. © 2023 IEEE.

UR - https://www.scopus.com/pages/publications/85178509635

UR - https://www.scopus.com/pages/publications/85178509635#tab=impact

U2 - 10.1109/MASS58611.2023.00043

DO - 10.1109/MASS58611.2023.00043

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 9798350324341

T3 - Proceedings - IEEE International Conference on Mobile Ad Hoc and Smart Systems, MASS

SP - 295

EP - 303

BT - Proceedings - 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023

PB - IEEE

CY - Los Alamitos, Calif.

Y2 - 25 September 2023 through 27 September 2023

ER -

Acharya S, Li S, Jiang N, Wu Y, Hou YT, Lou W et al. Mitra: An O-RAN based Real-Time Solution for Coexistence between General and Priority Users in CBRS. In Proceedings - 2023 IEEE 20^th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023. Los Alamitos, Calif.: IEEE. 2023. p. 295-303. (Proceedings - IEEE International Conference on Mobile Ad Hoc and Smart Systems, MASS). Epub 2023 Nov 1. doi: 10.1109/MASS58611.2023.00043

Mitra: An O-RAN based Real-Time Solution for Coexistence between General and Priority Users in CBRS

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