A dynamic rate adaptation algorithm using WB E-model for voice traffic over LTE network

被引:0
|
作者
Nguyen, Duy-Huy [1 ]
Nguyen, Hang [1 ]
机构
[1] Univ Paris Saclay, SAMOVAR, Telecom SudParis, CNRS, 9 Rue Charles Fourier, F-91011 Evry, France
来源
关键词
AMR-WB; Wideband E-model; VoIP; VoLTE; Source-Channel code rate; Adaptive algorithm;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a dynamic adaptation algorithm of joint source-channel code rate for enhancing voice transmission over LTE network. In order to assess the speech quality, we use the Wideband (WB) E-model. In this model, both end-to-end delay and packet loss are taken into account. The goal of this paper is to find out the best suboptimal solution for improving voice traffic over LTE network with some constraints on allowed maximum end-to-end delay, allowed maximum packet loss and minimum required bandwidth. The best suboptimal choice is channel code rate corresponding to each mode of the AMR-WB codec that minimizes redundant bits generated by channel coding with an acceptable MOS reduction. Besides, this algorithm can be integrated with rate control in AMR-WB codec to offer the required mode of LTE network. Our results show that the MOS degradation is not significant, but the percent of reduced redundant bits to be very considerable. This will requires less bandwidth, thus, more mobile users can be served. The algorithm has simple computational operations, it can be applied to real-time voice communications.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] A Study of the Optimized Model of Travel Ways in a Dynamic Random Urban Traffic Network and Its Algorithm Design
    Zhang Yuan-yuan
    Yang Shi-song
    Song Liu-yong
    PROCEEDINGS OF 2009 INTERNATIONAL WORKSHOP ON INFORMATION SECURITY AND APPLICATION, 2009, : 160 - 163
  • [42] Prediction of MPEG video traffic over ATM networks using dynamic bilinear recurrent neural network
    Park, Dong-Chul
    APPLIED MATHEMATICS AND COMPUTATION, 2008, 205 (02) : 648 - 657
  • [43] Detection rate improvement of AI in untrained endoscopic model images using domain adaptation algorithm
    Park, Junseok
    Kim, Jin-Oh
    Kim, Hyun Gun
    Lee, Joon Seong
    Lee, Tae Hee
    Jeon, Seong Ran
    Hong, Su Jin
    Ko, Bong Min
    Hwang, Youngbae
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2023, 38 : 107 - 108
  • [44] Comparative Study of a Hybrid Model for Network Traffic Identification and its Optimization using Firefly Algorithm
    Nascimento, Zuleika
    Sadok, Djamel
    Fernandes, Stenio
    2013 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), 2013,
  • [45] An Optimized Artificial Neural Network Model using Genetic Algorithm for Prediction of Traffic Emission Concentrations
    Abdullah A.M.
    Usmani R.S.A.
    Pillai T.R.
    Marjani M.
    Hashem I.A.T.
    International Journal of Advanced Computer Science and Applications, 2021, 12 (06): : 797 - 807
  • [46] Generation of Synthetic Network Traffic Series Using a Transformed Autoregressive Model Based Adaptive Algorithm
    Cardoso, A.
    Vieira, F.
    IEEE LATIN AMERICA TRANSACTIONS, 2019, 17 (08) : 1268 - 1275
  • [47] An Optimized Artificial Neural Network Model using Genetic Algorithm for Prediction of Traffic Emission Concentrations
    Abdullah, Akibu Mahmoud
    Usmani, Raja Sher Afgun
    Pillai, Thulasyammal Ramiah
    Marjani, Mohsen
    Hashem, Ibrahim Abaker Targio
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (06) : 794 - 803
  • [48] Dynamic Rate Allocation Algorithm Using Adaptive LMS End-to-End Distortion Estimation for Video Transmission over Error Prone Network
    Dela Cruz, Angelo R.
    Vicerra, Ryan Rhay P.
    Bandala, Argel A.
    Dadios, Elmer P.
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2016, 20 (01) : 106 - 110
  • [49] Fast adaptive OFDM-PON over single fiber loopback transmission using dynamic rate adaptation-based algorithm for channel performance improvement
    Kartiwa, Iwa
    Jung, Sang-Min
    Hong, Moon-Ki
    Han, Sang-Kook
    OPTICAL FIBER TECHNOLOGY, 2014, 20 (02) : 137 - 141
  • [50] Design and evaluation of an efficient traffic control scheme for integrated voice, video, and data over asynchronous transfer mode networks: Explicit allowed rate algorithm
    Dinesh, Asha
    Moh, W. Melody
    Makki, Kia
    International Journal of Communication Systems, 12 (04): : 249 - 279