Resource Allocation and End-to-End Quality of Service for Cellular Communications Systems in Congested and Contested Environments Article Swipe
This research addresses the concept of radio resource allocation for cellular communications systems operating in congested and contested environments with an emphasis on end-to-end quality of service (QoS). The radio resource allocation is cast under a proportional fairness formulation which translates to a convex optimization problem. Moreover, the resource allocation scheme considers subscription-based and traffic differentiation in order to meet the QoS requirements of the applications running on the user equipment in the system. The devised resource allocation scheme is realized through a centralized and a distributed architecture and solution algorithms for the aforementioned architectures is derived and implemented in the mobile devices and the base stations. The sensitivity of the resource allocation scheme to the temporal dynamics of the quantity of the users in the system is investigated. Furthermore, the sensitivity of the resource allocation scheme to the temporal dynamics in the application usage percentages is accounted for. In addition, a transmission overhead of the centralized and distributed architectures for the resource allocation schemes is performed. Furthermore, the resource allocation scheme is modified to account for a possible additive bandwidth done through spectrum sharing in congested and contested environments, in particular spectrally coexistent radar systems. The radar-spectrum additive portion is devised in a way to ensure fairness of the allocation, high bandwidth utilization, and interference avoidance. In order to justify the aforesaid modification, the interference from radar systems into the Long Term Evolution (LTE) as the predominant 4G technology is studies to confirm the possibility of the spectrum sharing. The preceding interference analysis contains a detailed simulation of radar systems, propagation path loss models, and a third generation partnership project compliant LTE system. The propagation models are Free Space Path Loss (FSPL) and Irregular Terrain Model (ITM). The LTE systems under consideration are macro cell, outdoor small cells, and indoor small cells. Furthermore, the resource allocation under channel consideration is formalized such that the resources are allocated under a congested environment and based on the quality of channel the users have in the network as well as the quality of service requirements of the applications running on the mobile devices.
Related Topics
Concepts
Metadata
- Type
- dissertation
- Language
- en
- Landing Page
- http://hdl.handle.net/10919/64390
- http://hdl.handle.net/10919/64390
- OA Status
- green
- Cited By
- 10
- Related Works
- 20
- OpenAlex ID
- https://openalex.org/W2214002141
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W2214002141Canonical identifier for this work in OpenAlex
- Title
-
Resource Allocation and End-to-End Quality of Service for Cellular Communications Systems in Congested and Contested EnvironmentsWork title
- Type
-
dissertationOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2015Year of publication
- Publication date
-
2015-12-09Full publication date if available
- Authors
-
Mohammad GhorbanzadehList of authors in order
- Landing page
-
https://hdl.handle.net/10919/64390Publisher landing page
- PDF URL
-
https://hdl.handle.net/10919/64390Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://hdl.handle.net/10919/64390Direct OA link when available
- Concepts
-
End-to-end principle, Resource allocation, Quality of service, Computer network, End user, Computer science, Service (business), Telecommunications, Business, World Wide Web, MarketingTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
10Total citation count in OpenAlex
- Citations by year (recent)
-
2023: 1, 2021: 4, 2016: 5Per-year citation counts (last 5 years)
- Related works (count)
-
20Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W2214002141 |
|---|---|
| doi | |
| ids.mag | 2214002141 |
| ids.openalex | https://openalex.org/W2214002141 |
| fwci | |
| type | dissertation |
| title | Resource Allocation and End-to-End Quality of Service for Cellular Communications Systems in Congested and Contested Environments |
| biblio.issue | |
| biblio.volume | |
| biblio.last_page | |
| biblio.first_page | |
| topics[0].id | https://openalex.org/T11409 |
| topics[0].field.id | https://openalex.org/fields/22 |
| topics[0].field.display_name | Engineering |
| topics[0].score | 0.982699990272522 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2208 |
| topics[0].subfield.display_name | Electrical and Electronic Engineering |
| topics[0].display_name | Advanced Wireless Network Optimization |
| topics[1].id | https://openalex.org/T10148 |
| topics[1].field.id | https://openalex.org/fields/22 |
| topics[1].field.display_name | Engineering |
| topics[1].score | 0.9592999815940857 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2208 |
| topics[1].subfield.display_name | Electrical and Electronic Engineering |
| topics[1].display_name | Advanced MIMO Systems Optimization |
| topics[2].id | https://openalex.org/T10575 |
| topics[2].field.id | https://openalex.org/fields/17 |
| topics[2].field.display_name | Computer Science |
| topics[2].score | 0.9567000269889832 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1705 |
| topics[2].subfield.display_name | Computer Networks and Communications |
| topics[2].display_name | Wireless Communication Networks Research |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C74296488 |
| concepts[0].level | 2 |
| concepts[0].score | 0.6310293674468994 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q2527392 |
| concepts[0].display_name | End-to-end principle |
| concepts[1].id | https://openalex.org/C29202148 |
| concepts[1].level | 2 |
| concepts[1].score | 0.5503895282745361 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q287260 |
| concepts[1].display_name | Resource allocation |
| concepts[2].id | https://openalex.org/C5119721 |
| concepts[2].level | 2 |
| concepts[2].score | 0.5390718579292297 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q220501 |
| concepts[2].display_name | Quality of service |
| concepts[3].id | https://openalex.org/C31258907 |
| concepts[3].level | 1 |
| concepts[3].score | 0.5289031863212585 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q1301371 |
| concepts[3].display_name | Computer network |
| concepts[4].id | https://openalex.org/C91262260 |
| concepts[4].level | 2 |
| concepts[4].score | 0.4780174493789673 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q528074 |
| concepts[4].display_name | End user |
| concepts[5].id | https://openalex.org/C41008148 |
| concepts[5].level | 0 |
| concepts[5].score | 0.46372005343437195 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[5].display_name | Computer science |
| concepts[6].id | https://openalex.org/C2780378061 |
| concepts[6].level | 2 |
| concepts[6].score | 0.4456939995288849 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q25351891 |
| concepts[6].display_name | Service (business) |
| concepts[7].id | https://openalex.org/C76155785 |
| concepts[7].level | 1 |
| concepts[7].score | 0.4212121069431305 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q418 |
| concepts[7].display_name | Telecommunications |
| concepts[8].id | https://openalex.org/C144133560 |
| concepts[8].level | 0 |
| concepts[8].score | 0.3153154253959656 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q4830453 |
| concepts[8].display_name | Business |
| concepts[9].id | https://openalex.org/C136764020 |
| concepts[9].level | 1 |
| concepts[9].score | 0.12722977995872498 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q466 |
| concepts[9].display_name | World Wide Web |
| concepts[10].id | https://openalex.org/C162853370 |
| concepts[10].level | 1 |
| concepts[10].score | 0.08724376559257507 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q39809 |
| concepts[10].display_name | Marketing |
| keywords[0].id | https://openalex.org/keywords/end-to-end-principle |
| keywords[0].score | 0.6310293674468994 |
| keywords[0].display_name | End-to-end principle |
| keywords[1].id | https://openalex.org/keywords/resource-allocation |
| keywords[1].score | 0.5503895282745361 |
| keywords[1].display_name | Resource allocation |
| keywords[2].id | https://openalex.org/keywords/quality-of-service |
| keywords[2].score | 0.5390718579292297 |
| keywords[2].display_name | Quality of service |
| keywords[3].id | https://openalex.org/keywords/computer-network |
| keywords[3].score | 0.5289031863212585 |
| keywords[3].display_name | Computer network |
| keywords[4].id | https://openalex.org/keywords/end-user |
| keywords[4].score | 0.4780174493789673 |
| keywords[4].display_name | End user |
| keywords[5].id | https://openalex.org/keywords/computer-science |
| keywords[5].score | 0.46372005343437195 |
| keywords[5].display_name | Computer science |
| keywords[6].id | https://openalex.org/keywords/service |
| keywords[6].score | 0.4456939995288849 |
| keywords[6].display_name | Service (business) |
| keywords[7].id | https://openalex.org/keywords/telecommunications |
| keywords[7].score | 0.4212121069431305 |
| keywords[7].display_name | Telecommunications |
| keywords[8].id | https://openalex.org/keywords/business |
| keywords[8].score | 0.3153154253959656 |
| keywords[8].display_name | Business |
| keywords[9].id | https://openalex.org/keywords/world-wide-web |
| keywords[9].score | 0.12722977995872498 |
| keywords[9].display_name | World Wide Web |
| keywords[10].id | https://openalex.org/keywords/marketing |
| keywords[10].score | 0.08724376559257507 |
| keywords[10].display_name | Marketing |
| language | en |
| locations[0].id | pmh:oai:vtechworks.lib.vt.edu:10919/64390 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4306400248 |
| locations[0].source.issn | |
| locations[0].source.type | repository |
| locations[0].source.is_oa | False |
| locations[0].source.issn_l | |
| locations[0].source.is_core | False |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | VTechWorks (Virginia Tech) |
| locations[0].source.host_organization | https://openalex.org/I859038795 |
| locations[0].source.host_organization_name | Virginia Tech |
| locations[0].source.host_organization_lineage | https://openalex.org/I859038795 |
| locations[0].license | |
| locations[0].pdf_url | http://hdl.handle.net/10919/64390 |
| locations[0].version | submittedVersion |
| locations[0].raw_type | Dissertation |
| locations[0].license_id | |
| locations[0].is_accepted | False |
| locations[0].is_published | False |
| locations[0].raw_source_name | |
| locations[0].landing_page_url | http://hdl.handle.net/10919/64390 |
| locations[1].id | mag:2214002141 |
| locations[1].is_oa | False |
| locations[1].source | |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | |
| locations[1].raw_type | |
| locations[1].license_id | |
| locations[1].is_accepted | False |
| locations[1].is_published | |
| locations[1].raw_source_name | |
| locations[1].landing_page_url | https://vtechworks.lib.vt.edu/bitstream/10919/64390/1/Ghorbanzadeh_M_D_2015.pdf |
| authorships[0].author.id | https://openalex.org/A5031139354 |
| authorships[0].author.orcid | https://orcid.org/0000-0001-9918-8901 |
| authorships[0].author.display_name | Mohammad Ghorbanzadeh |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Mohammad Ghorbanzadeh |
| authorships[0].is_corresponding | True |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | http://hdl.handle.net/10919/64390 |
| open_access.oa_status | green |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Resource Allocation and End-to-End Quality of Service for Cellular Communications Systems in Congested and Contested Environments |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-06T04:12:42.849631 |
| primary_topic.id | https://openalex.org/T11409 |
| primary_topic.field.id | https://openalex.org/fields/22 |
| primary_topic.field.display_name | Engineering |
| primary_topic.score | 0.982699990272522 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2208 |
| primary_topic.subfield.display_name | Electrical and Electronic Engineering |
| primary_topic.display_name | Advanced Wireless Network Optimization |
| related_works | https://openalex.org/W2364610145, https://openalex.org/W2142617913, https://openalex.org/W2136398827, https://openalex.org/W2034004659, https://openalex.org/W1968869701, https://openalex.org/W1796809693, https://openalex.org/W1764541099, https://openalex.org/W2963927966, https://openalex.org/W2147261649, https://openalex.org/W2914960091, https://openalex.org/W2600949119, https://openalex.org/W2531734197, https://openalex.org/W2530175786, https://openalex.org/W2914575257, https://openalex.org/W132451753, https://openalex.org/W1964440290, https://openalex.org/W2153777005, https://openalex.org/W2367648734, https://openalex.org/W2271369558, https://openalex.org/W2081389579 |
| cited_by_count | 10 |
| counts_by_year[0].year | 2023 |
| counts_by_year[0].cited_by_count | 1 |
| counts_by_year[1].year | 2021 |
| counts_by_year[1].cited_by_count | 4 |
| counts_by_year[2].year | 2016 |
| counts_by_year[2].cited_by_count | 5 |
| locations_count | 2 |
| best_oa_location.id | pmh:oai:vtechworks.lib.vt.edu:10919/64390 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4306400248 |
| best_oa_location.source.issn | |
| best_oa_location.source.type | repository |
| best_oa_location.source.is_oa | False |
| best_oa_location.source.issn_l | |
| best_oa_location.source.is_core | False |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | VTechWorks (Virginia Tech) |
| best_oa_location.source.host_organization | https://openalex.org/I859038795 |
| best_oa_location.source.host_organization_name | Virginia Tech |
| best_oa_location.source.host_organization_lineage | https://openalex.org/I859038795 |
| best_oa_location.license | |
| best_oa_location.pdf_url | http://hdl.handle.net/10919/64390 |
| best_oa_location.version | submittedVersion |
| best_oa_location.raw_type | Dissertation |
| best_oa_location.license_id | |
| best_oa_location.is_accepted | False |
| best_oa_location.is_published | False |
| best_oa_location.raw_source_name | |
| best_oa_location.landing_page_url | http://hdl.handle.net/10919/64390 |
| primary_location.id | pmh:oai:vtechworks.lib.vt.edu:10919/64390 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4306400248 |
| primary_location.source.issn | |
| primary_location.source.type | repository |
| primary_location.source.is_oa | False |
| primary_location.source.issn_l | |
| primary_location.source.is_core | False |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | VTechWorks (Virginia Tech) |
| primary_location.source.host_organization | https://openalex.org/I859038795 |
| primary_location.source.host_organization_name | Virginia Tech |
| primary_location.source.host_organization_lineage | https://openalex.org/I859038795 |
| primary_location.license | |
| primary_location.pdf_url | http://hdl.handle.net/10919/64390 |
| primary_location.version | submittedVersion |
| primary_location.raw_type | Dissertation |
| primary_location.license_id | |
| primary_location.is_accepted | False |
| primary_location.is_published | False |
| primary_location.raw_source_name | |
| primary_location.landing_page_url | http://hdl.handle.net/10919/64390 |
| publication_date | 2015-12-09 |
| publication_year | 2015 |
| referenced_works_count | 0 |
| abstract_inverted_index.a | 35, 42, 82, 85, 151, 177, 203, 255, 266, 319 |
| abstract_inverted_index.4G | 238 |
| abstract_inverted_index.In | 149, 217 |
| abstract_inverted_index.an | 20 |
| abstract_inverted_index.as | 235, 335, 337 |
| abstract_inverted_index.in | 14, 56, 71, 99, 124, 141, 185, 190, 202, 332 |
| abstract_inverted_index.is | 32, 79, 95, 127, 146, 165, 172, 200, 240, 310 |
| abstract_inverted_index.of | 5, 25, 63, 109, 118, 121, 132, 154, 208, 246, 258, 327, 340, 343 |
| abstract_inverted_index.on | 22, 67, 324, 347 |
| abstract_inverted_index.to | 41, 58, 114, 137, 174, 205, 219, 242 |
| abstract_inverted_index.LTE | 272, 289 |
| abstract_inverted_index.QoS | 61 |
| abstract_inverted_index.The | 28, 74, 107, 196, 250, 274, 288 |
| abstract_inverted_index.and | 16, 53, 84, 88, 97, 103, 157, 187, 214, 265, 283, 299, 322 |
| abstract_inverted_index.are | 277, 293, 316 |
| abstract_inverted_index.for | 9, 91, 160, 176 |
| abstract_inverted_index.the | 3, 47, 60, 64, 68, 72, 92, 100, 104, 110, 115, 119, 122, 125, 130, 133, 138, 142, 155, 161, 168, 209, 221, 224, 230, 236, 244, 247, 304, 314, 325, 329, 333, 338, 344, 348 |
| abstract_inverted_index.way | 204 |
| abstract_inverted_index.Free | 278 |
| abstract_inverted_index.Long | 231 |
| abstract_inverted_index.Loss | 281 |
| abstract_inverted_index.Path | 280 |
| abstract_inverted_index.Term | 232 |
| abstract_inverted_index.This | 0 |
| abstract_inverted_index.base | 105 |
| abstract_inverted_index.cast | 33 |
| abstract_inverted_index.done | 181 |
| abstract_inverted_index.for. | 148 |
| abstract_inverted_index.from | 226 |
| abstract_inverted_index.have | 331 |
| abstract_inverted_index.high | 211 |
| abstract_inverted_index.into | 229 |
| abstract_inverted_index.loss | 263 |
| abstract_inverted_index.meet | 59 |
| abstract_inverted_index.path | 262 |
| abstract_inverted_index.such | 312 |
| abstract_inverted_index.that | 313 |
| abstract_inverted_index.user | 69 |
| abstract_inverted_index.well | 336 |
| abstract_inverted_index.with | 19 |
| abstract_inverted_index.(LTE) | 234 |
| abstract_inverted_index.Model | 286 |
| abstract_inverted_index.Space | 279 |
| abstract_inverted_index.based | 323 |
| abstract_inverted_index.cell, | 295 |
| abstract_inverted_index.macro | 294 |
| abstract_inverted_index.order | 57, 218 |
| abstract_inverted_index.radar | 194, 227, 259 |
| abstract_inverted_index.radio | 6, 29 |
| abstract_inverted_index.small | 297, 301 |
| abstract_inverted_index.third | 267 |
| abstract_inverted_index.under | 34, 291, 307, 318 |
| abstract_inverted_index.usage | 144 |
| abstract_inverted_index.users | 123, 330 |
| abstract_inverted_index.which | 39 |
| abstract_inverted_index.(FSPL) | 282 |
| abstract_inverted_index.(ITM). | 287 |
| abstract_inverted_index.(QoS). | 27 |
| abstract_inverted_index.cells, | 298 |
| abstract_inverted_index.cells. | 302 |
| abstract_inverted_index.convex | 43 |
| abstract_inverted_index.ensure | 206 |
| abstract_inverted_index.indoor | 300 |
| abstract_inverted_index.mobile | 101, 349 |
| abstract_inverted_index.models | 276 |
| abstract_inverted_index.scheme | 50, 78, 113, 136, 171 |
| abstract_inverted_index.system | 126 |
| abstract_inverted_index.Terrain | 285 |
| abstract_inverted_index.account | 175 |
| abstract_inverted_index.channel | 308, 328 |
| abstract_inverted_index.concept | 4 |
| abstract_inverted_index.confirm | 243 |
| abstract_inverted_index.derived | 96 |
| abstract_inverted_index.devices | 102 |
| abstract_inverted_index.devised | 75, 201 |
| abstract_inverted_index.justify | 220 |
| abstract_inverted_index.models, | 264 |
| abstract_inverted_index.network | 334 |
| abstract_inverted_index.outdoor | 296 |
| abstract_inverted_index.portion | 199 |
| abstract_inverted_index.project | 270 |
| abstract_inverted_index.quality | 24, 326, 339 |
| abstract_inverted_index.running | 66, 346 |
| abstract_inverted_index.schemes | 164 |
| abstract_inverted_index.service | 26, 341 |
| abstract_inverted_index.sharing | 184 |
| abstract_inverted_index.studies | 241 |
| abstract_inverted_index.system. | 73, 273 |
| abstract_inverted_index.systems | 12, 228, 290 |
| abstract_inverted_index.through | 81, 182 |
| abstract_inverted_index.traffic | 54 |
| abstract_inverted_index.additive | 179, 198 |
| abstract_inverted_index.analysis | 253 |
| abstract_inverted_index.cellular | 10 |
| abstract_inverted_index.contains | 254 |
| abstract_inverted_index.detailed | 256 |
| abstract_inverted_index.devices. | 350 |
| abstract_inverted_index.dynamics | 117, 140 |
| abstract_inverted_index.emphasis | 21 |
| abstract_inverted_index.fairness | 37, 207 |
| abstract_inverted_index.modified | 173 |
| abstract_inverted_index.overhead | 153 |
| abstract_inverted_index.possible | 178 |
| abstract_inverted_index.problem. | 45 |
| abstract_inverted_index.quantity | 120 |
| abstract_inverted_index.realized | 80 |
| abstract_inverted_index.research | 1 |
| abstract_inverted_index.resource | 7, 30, 48, 76, 111, 134, 162, 169, 305 |
| abstract_inverted_index.sharing. | 249 |
| abstract_inverted_index.solution | 89 |
| abstract_inverted_index.spectrum | 183, 248 |
| abstract_inverted_index.systems, | 260 |
| abstract_inverted_index.systems. | 195 |
| abstract_inverted_index.temporal | 116, 139 |
| abstract_inverted_index.Evolution | 233 |
| abstract_inverted_index.Irregular | 284 |
| abstract_inverted_index.Moreover, | 46 |
| abstract_inverted_index.accounted | 147 |
| abstract_inverted_index.addition, | 150 |
| abstract_inverted_index.addresses | 2 |
| abstract_inverted_index.aforesaid | 222 |
| abstract_inverted_index.allocated | 317 |
| abstract_inverted_index.bandwidth | 180, 212 |
| abstract_inverted_index.compliant | 271 |
| abstract_inverted_index.congested | 15, 186, 320 |
| abstract_inverted_index.considers | 51 |
| abstract_inverted_index.contested | 17, 188 |
| abstract_inverted_index.equipment | 70 |
| abstract_inverted_index.operating | 13 |
| abstract_inverted_index.preceding | 251 |
| abstract_inverted_index.resources | 315 |
| abstract_inverted_index.stations. | 106 |
| abstract_inverted_index.algorithms | 90 |
| abstract_inverted_index.allocation | 8, 31, 49, 77, 112, 135, 163, 170, 306 |
| abstract_inverted_index.avoidance. | 216 |
| abstract_inverted_index.coexistent | 193 |
| abstract_inverted_index.end-to-end | 23 |
| abstract_inverted_index.formalized | 311 |
| abstract_inverted_index.generation | 268 |
| abstract_inverted_index.particular | 191 |
| abstract_inverted_index.performed. | 166 |
| abstract_inverted_index.simulation | 257 |
| abstract_inverted_index.spectrally | 192 |
| abstract_inverted_index.technology | 239 |
| abstract_inverted_index.translates | 40 |
| abstract_inverted_index.allocation, | 210 |
| abstract_inverted_index.application | 143 |
| abstract_inverted_index.centralized | 83, 156 |
| abstract_inverted_index.distributed | 86, 158 |
| abstract_inverted_index.environment | 321 |
| abstract_inverted_index.formulation | 38 |
| abstract_inverted_index.implemented | 98 |
| abstract_inverted_index.partnership | 269 |
| abstract_inverted_index.percentages | 145 |
| abstract_inverted_index.possibility | 245 |
| abstract_inverted_index.predominant | 237 |
| abstract_inverted_index.propagation | 261, 275 |
| abstract_inverted_index.sensitivity | 108, 131 |
| abstract_inverted_index.Furthermore, | 129, 167, 303 |
| abstract_inverted_index.applications | 65, 345 |
| abstract_inverted_index.architecture | 87 |
| abstract_inverted_index.environments | 18 |
| abstract_inverted_index.interference | 215, 225, 252 |
| abstract_inverted_index.optimization | 44 |
| abstract_inverted_index.proportional | 36 |
| abstract_inverted_index.requirements | 62, 342 |
| abstract_inverted_index.transmission | 152 |
| abstract_inverted_index.utilization, | 213 |
| abstract_inverted_index.architectures | 94, 159 |
| abstract_inverted_index.consideration | 292, 309 |
| abstract_inverted_index.environments, | 189 |
| abstract_inverted_index.investigated. | 128 |
| abstract_inverted_index.modification, | 223 |
| abstract_inverted_index.aforementioned | 93 |
| abstract_inverted_index.communications | 11 |
| abstract_inverted_index.radar-spectrum | 197 |
| abstract_inverted_index.differentiation | 55 |
| abstract_inverted_index.subscription-based | 52 |
| cited_by_percentile_year | |
| corresponding_author_ids | https://openalex.org/A5031139354 |
| countries_distinct_count | 0 |
| institutions_distinct_count | 1 |
| citation_normalized_percentile |