Fuzzy/neural congestion control for integrated voice and data DS-CDMA/FRMA cellular networks
| dc.citation.epage | 293 | en_US |
| dc.citation.issue | 2 | en_US |
| dc.citation.spage | 283 | en_US |
| dc.citation.volume | 18 | en_US |
| dc.citation.woscount | 9 | |
| dc.contributor.author | Chang, CJ | en_US |
| dc.contributor.author | Chen, BW | en_US |
| dc.contributor.author | Liu, TY | en_US |
| dc.contributor.author | Ren, FC | en_US |
| dc.contributor.department | 電信工程研究所 | zh_TW |
| dc.contributor.department | Institute of Communications Engineering | en_US |
| dc.date.accessioned | 2014-12-08T15:45:46Z | |
| dc.date.available | 2014-12-08T15:45:46Z | |
| dc.date.issued | 2000-02-01 | en_US |
| dc.description.abstract | The paper proposes congestion control using fuzzy/neural techniques for integrated voice and data direct-sequence code division multiple access/frame reservation multiple access (DS-CDMA/FRMA) cellular networks. The fuzzy/neural congestion controller is constituted by a pipeline recurrent neural network (PRNN) interference predictor, a fuzzy performance indicator, and a fuzzy/neural access probability controller It regulates traffic input to the integrated voice and data DS-CDMA/FRMA cellular system by determining proper access probabilities for users so that congestion can be avoided and throughput can be maximized. Simulation results show that the DS-CDMA/FRMA fuzzy/neural congestion controllers perform better than conventional DS-CDMA/PRMA with channel access function in voice packet dropping ratio, corruption ratio, and utilization. In addition, the neural congestion controller outperforms the fuzzy congestion controller. | en_US |
| dc.identifier.doi | 10.1109/49.824814 | en_US |
| dc.identifier.issn | 0733-8716 | en_US |
| dc.identifier.journal | IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS | en_US |
| dc.identifier.uri | http://dx.doi.org/10.1109/49.824814 | en_US |
| dc.identifier.uri | https://ir.lib.nycu.edu.tw/handle/11536/30793 | |
| dc.identifier.wosnumber | WOS:000085750500012 | |
| dc.language.iso | en_US | en_US |
| dc.subject | congestion control | en_US |
| dc.subject | direct sequence-code division multiple access/frame reservation multiple access | en_US |
| dc.subject | (DS-CDMA/FRMA) cellular networks | en_US |
| dc.subject | fuzzy/neural techniques | en_US |
| dc.title | Fuzzy/neural congestion control for integrated voice and data DS-CDMA/FRMA cellular networks | en_US |
| dc.type | Article | en_US |