Quantification of Interference Constraint for Small Cells in Low SINR Regime With Steepest Ascent Method
The ubiquitous proliferation of small cells (SCs) is for boosting system capacity, coverage, and quality of services (QoS) for smart applications. However, interference from the adjacent SCs is inevitable due to their dense deployments — satisfying the low signal-to-interference-plus-nois...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10819343/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841557016287379456 |
|---|---|
| author | Sanjeeb Shrestha Xiaojing Huang Kashif Saleem Savitri Bevinakoppa Tony Jan |
| author_facet | Sanjeeb Shrestha Xiaojing Huang Kashif Saleem Savitri Bevinakoppa Tony Jan |
| author_sort | Sanjeeb Shrestha |
| collection | DOAJ |
| description | The ubiquitous proliferation of small cells (SCs) is for boosting system capacity, coverage, and quality of services (QoS) for smart applications. However, interference from the adjacent SCs is inevitable due to their dense deployments — satisfying the low signal-to-interference-plus-noise ratio (SINR) regime. In this paper, we quantify the minimum interference constraint (IC) for SCs, which is critical for the multiplexing gain in the low SINR regime. The iterative steepest ascent (SA) method is used to quantify ICs for SCs. With the proof of convergence and the comparative analysis of the ideal and real cases, supported by the simulated results, we show that the expected quantization error of SCs is the best IC to be considered for SC systems. |
| format | Article |
| id | doaj-art-5e24eee58d03414483aec2922a70b474 |
| institution | Kabale University |
| issn | 2169-3536 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj-art-5e24eee58d03414483aec2922a70b4742025-01-07T00:02:28ZengIEEEIEEE Access2169-35362025-01-01132328233910.1109/ACCESS.2024.352467110819343Quantification of Interference Constraint for Small Cells in Low SINR Regime With Steepest Ascent MethodSanjeeb Shrestha0https://orcid.org/0000-0001-6634-7427Xiaojing Huang1https://orcid.org/0000-0001-6869-5732Kashif Saleem2https://orcid.org/0000-0001-8062-3301Savitri Bevinakoppa3Tony Jan4https://orcid.org/0000-0002-3114-8978Melbourne Institute of Technology, Sydney, NSW, AustraliaSchool of Electrical and Data Engineering, University of Technology Sydney, Sydney, NSW, AustraliaDepartment of Computer Science and Engineering, College of Applied Studies and Community Service, King Saud University, Riyadh, Saudi ArabiaMelbourne Institute of Technology, Sydney, NSW, AustraliaCentre for Artificial Intelligence Research and Optimization (AIRO), Design and Creative Technology Vertical, Torrens University Australia, Ultimo, NSW, AustraliaThe ubiquitous proliferation of small cells (SCs) is for boosting system capacity, coverage, and quality of services (QoS) for smart applications. However, interference from the adjacent SCs is inevitable due to their dense deployments — satisfying the low signal-to-interference-plus-noise ratio (SINR) regime. In this paper, we quantify the minimum interference constraint (IC) for SCs, which is critical for the multiplexing gain in the low SINR regime. The iterative steepest ascent (SA) method is used to quantify ICs for SCs. With the proof of convergence and the comparative analysis of the ideal and real cases, supported by the simulated results, we show that the expected quantization error of SCs is the best IC to be considered for SC systems.https://ieeexplore.ieee.org/document/10819343/Small cellsinterference constraintsteepest ascentlow SINR |
| spellingShingle | Sanjeeb Shrestha Xiaojing Huang Kashif Saleem Savitri Bevinakoppa Tony Jan Quantification of Interference Constraint for Small Cells in Low SINR Regime With Steepest Ascent Method IEEE Access Small cells interference constraint steepest ascent low SINR |
| title | Quantification of Interference Constraint for Small Cells in Low SINR Regime With Steepest Ascent Method |
| title_full | Quantification of Interference Constraint for Small Cells in Low SINR Regime With Steepest Ascent Method |
| title_fullStr | Quantification of Interference Constraint for Small Cells in Low SINR Regime With Steepest Ascent Method |
| title_full_unstemmed | Quantification of Interference Constraint for Small Cells in Low SINR Regime With Steepest Ascent Method |
| title_short | Quantification of Interference Constraint for Small Cells in Low SINR Regime With Steepest Ascent Method |
| title_sort | quantification of interference constraint for small cells in low sinr regime with steepest ascent method |
| topic | Small cells interference constraint steepest ascent low SINR |
| url | https://ieeexplore.ieee.org/document/10819343/ |
| work_keys_str_mv | AT sanjeebshrestha quantificationofinterferenceconstraintforsmallcellsinlowsinrregimewithsteepestascentmethod AT xiaojinghuang quantificationofinterferenceconstraintforsmallcellsinlowsinrregimewithsteepestascentmethod AT kashifsaleem quantificationofinterferenceconstraintforsmallcellsinlowsinrregimewithsteepestascentmethod AT savitribevinakoppa quantificationofinterferenceconstraintforsmallcellsinlowsinrregimewithsteepestascentmethod AT tonyjan quantificationofinterferenceconstraintforsmallcellsinlowsinrregimewithsteepestascentmethod |