Cross-Layer Optimization of Access Point Selection and Beamforming in Non-Coherent Cell Free Network
In this paper, a cross-layer optimization problem of access point selection (APS) and beamforming (BF) in cell free network (CFN) has been studied, where constraints of per access point (AP) power and per user receiving data streams are considered. Such a cross-layer design of APS&BF problem is...
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| Vydáno v: | IEEE Wireless Communications and Networking Conference : [proceedings] : WCNC s. 1 - 6 |
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| Jazyk: | angličtina |
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01.03.2023
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| ISSN: | 1558-2612 |
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| Abstract | In this paper, a cross-layer optimization problem of access point selection (APS) and beamforming (BF) in cell free network (CFN) has been studied, where constraints of per access point (AP) power and per user receiving data streams are considered. Such a cross-layer design of APS&BF problem is modeled as a mixed-integer nonlinear programming (MINP) program. Then, by adopting the weighted l 1 -norm approximation, the MINP problem is transformed into the sum logarithmic multiple-ratio form. To be specific, a novel and low-complexity mix-integer fractional programming (MIFP) algorithm is proposed to solve the transformed problem effectively. Convergence analysis validates that the proposed MIFP converges to a local optimal solution. Finally, numerical results show that cross-layer design of APS&BF scheme is superior to separate design of APS&BF schemes. In addition, the proposed MIFP has the approximate performance as partial exhaustive search algorithm. |
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| AbstractList | In this paper, a cross-layer optimization problem of access point selection (APS) and beamforming (BF) in cell free network (CFN) has been studied, where constraints of per access point (AP) power and per user receiving data streams are considered. Such a cross-layer design of APS&BF problem is modeled as a mixed-integer nonlinear programming (MINP) program. Then, by adopting the weighted l 1 -norm approximation, the MINP problem is transformed into the sum logarithmic multiple-ratio form. To be specific, a novel and low-complexity mix-integer fractional programming (MIFP) algorithm is proposed to solve the transformed problem effectively. Convergence analysis validates that the proposed MIFP converges to a local optimal solution. Finally, numerical results show that cross-layer design of APS&BF scheme is superior to separate design of APS&BF schemes. In addition, the proposed MIFP has the approximate performance as partial exhaustive search algorithm. |
| Author | Yan, Xuanhong Yang, Luxi Jia, Yi Huang, Yongming Wang, Zheng |
| Author_xml | – sequence: 1 givenname: Xuanhong surname: Yan fullname: Yan, Xuanhong email: yanxuanhong@seu.edu.cn organization: Southeast University,School of Information Science and Engineering,Nanjing,China,210096 – sequence: 2 givenname: Zheng surname: Wang fullname: Wang, Zheng email: zheng_wang@seu.edu.cn organization: Southeast University,School of Information Science and Engineering,Nanjing,China,210096 – sequence: 3 givenname: Yi surname: Jia fullname: Jia, Yi email: jiay@seu.edu.cn organization: Southeast University,School of Information Science and Engineering,Nanjing,China,210096 – sequence: 4 givenname: Yongming surname: Huang fullname: Huang, Yongming email: huangym@seu.edu.cn organization: Southeast University,School of Information Science and Engineering,Nanjing,China,210096 – sequence: 5 givenname: Luxi surname: Yang fullname: Yang, Luxi email: lxyang@seu.edu.cn organization: Southeast University,School of Information Science and Engineering,Nanjing,China,210096 |
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| Snippet | In this paper, a cross-layer optimization problem of access point selection (APS) and beamforming (BF) in cell free network (CFN) has been studied, where... |
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| SubjectTerms | AP selection Array signal processing beamforming Cross layer design cross-layer optimization non-coherent transmission Performance gain Programming Simulation Spectral efficiency Transforms User-centric cell free |
| Title | Cross-Layer Optimization of Access Point Selection and Beamforming in Non-Coherent Cell Free Network |
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